Brokerage & wealth-management apps
HC ρ=0.427A summary of what distinguishes high-visibility domains in this industry, based on signal correlation patterns and LLM recommendation data.
Focus on signals with the strongest Rank Influence — these have the most reliable relationship with AI recommendations for this industry.
The Brokerage & wealth-management apps industry covers 92 domains in this dataset. The most LLM-recommended vendors include fidelity.com and schwab.com and vanguard.com.
Within this industry, the strongest predictor of LLM recommendations is HC (ρ=0.427, n=83 (vs. ρ=0.169 across all industries)). SE Outbound Links follows as second-strongest (ρ=0.424).
betterment.com, wealthfront.com rank highly in LLM recommendations despite a modest backlink footprint — suggesting strong topical authority or brand recognition that exceeds raw web-presence metrics.
Conversely, bankofamerica.com, goldmansachs.com hold strong backlink authority but rank lower in LLM recommendations — a reminder that web scale alone does not guarantee AI visibility.
13 signals show a strong or dominant correlation within this category: HC (ρ=0.427), SE Outbound Links (ρ=0.424), Backlink Count (ρ=0.411), BL Authority (Exp) (ρ=0.402), PageRank (ρ=0.396), BL Authority (ρ=0.394), Reddit Posts (ρ=0.379), Search Engine Appearances (ρ=0.337), Common Crawl (ρ=0.293), Homepage Keywords (ρ=0.274), Reddit Comments (ρ=0.272), Wikipedia Citations (ρ=0.271), Avg Search Engine Rank (ρ=0.242).
Coverage varies by signal: backlink and SERP data tend to have the broadest reach, while Wikipedia and Reddit signals typically cover only the largest brands. Signals with fewer than 20 observations should be interpreted with caution.
This industry has 11 identified audience personas derived from LLM query patterns. Each represents a distinct user intent with its own signal correlations and top domains.
Signals and top-ranked domains can differ significantly between personas — use the links below to jump directly to a persona's analysis.
Jump to persona:
Spearman rank correlations (ρ) between each measurable signal and the LLM recommendation score across all 92 domains in this industry.
Higher absolute ρ values (closer to ±1.0) indicate stronger relationships. Positive ρ means more of this signal correlates with better AI visibility. Rank Influence summarizes the practical strength — prioritize Dominant and Strong signals when optimizing.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| HC | +0.427 | 18.2% | 83 | Dominant |
| SE Outbound Links | +0.424 | 18% | 75 | Dominant |
| Backlink Count | +0.411 | 16.9% | 83 | Dominant |
| BL Authority (Exp) | +0.402 | 16.2% | 83 | Dominant |
| PageRank | +0.396 | 15.7% | 83 | Dominant |
| BL Authority | +0.394 | 15.5% | 83 | Dominant |
| Reddit Posts | +0.379 | 14.4% | 51 | Dominant |
| Search Engine Appearances | +0.337 | 11.4% | 63 | Dominant |
| Common Crawl | +0.293 | 8.6% | 72 | Strong |
| Homepage Keywords | +0.274 | 7.5% | 75 | Strong |
| Reddit Comments | +0.272 | 7.4% | 48 | Strong |
| Wikipedia Citations | +0.271 | 7.3% | 42 | Strong |
| Avg Search Engine Rank | +0.242 | 5.9% | 63 | Strong |
| Best Search Engine Rank | +0.103 | 1.1% | 63 | Confirmed |
| Wikidata | -0.094 | 0.9% | 22 | Emerging |
How often AI models recommended each domain when answering Brokerage & wealth-management apps queries across all personas. Each LLM run represents one query — the left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.
275 total LLM query runs across all personas for this industry. A domain appearing in 50% of queries means AI models recommended it in half of all runs — regardless of list position.
A cross-signal snapshot for the 25 most LLM-recommended domains, showing values across all tracked signal categories — from backlinks and crawl data to Reddit, Wikipedia, and search engine visibility.
Scan across rows to find which signal combinations appear most consistently in high-visibility domains. Darker cells indicate stronger values relative to this industry. Columns are color-grouped by category.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| schwab.com | 94.2% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| vanguard.com | 70.2% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| betterment.com | 68.7% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| wealthfront.com | 58.2% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| interactivebrokers.com | 44.4% | 89 | 2 | 3.5K | 59 | 70.4K | 6.3K | 133 | 47 | 162 | 60 | 58 | 259 | Brokerage & wealth-management apps |
| m1.com | 42.9% | 26 | 11 | 519 | 49 | 11.1K | 2.8K | 348 | 225 | 33 | 34 | — | 184 | Brokerage & wealth-management apps |
| jpmorgan.com | 38.9% | 576 | 1 | 19.3K | 72 | 517.9K | 21.7K | 1.7K | 18 | 50 | 161 | 94 | 180 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, M&A advisory boutiques, Mortgage lenders, Tax-prep services for consumers |
| sofi.com | 36.7% | 864 | 1 | 9.2K | 66 | 241.6K | 57.4K | 551 | 163 | 2.2K | 140 | 120 | 444 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Debt-consolidation lenders, Mortgage lenders, Personal checking accounts & neobanks, Personal loan & fintech lenders |
| etrade.com | 33.8% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| public.com | 33.8% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| ellevest.com | 28.4% | 13 | 6 | 991 | 62 | 30.3K | 2.2K | 6 | — | — | — | 15 | 176 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| personalcapital.com | 24.4% | — | — | 1.7K | 56 | 41.4K | 1.6K | 43 | 2 | — | — | 16 | 44 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| webull.com | 24.4% | 30 | 5 | 2.5K | 54 | 44.6K | 4.2K | 52 | 10 | 136 | — | 26 | 132 | Brokerage & wealth-management apps |
| robinhood.com | 21.1% | 92 | 3 | 7.2K | 65 | 181.7K | 8.1K | 2.3K | 2.2K | 3.6K | 158 | 47 | 116 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| empower.com | 20.7% | 135 | 3 | 2.4K | 61 | 62.7K | 5.3K | 65 | 59 | 68 | 18 | — | 232 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| tastytrade.com | 18.2% | 20 | 2 | 531 | 49 | 13.3K | 1.1K | 397 | 151 | 241 | 22 | — | 60 | Brokerage & wealth-management apps |
| tradestation.com | 16.7% | 28 | 7 | 1K | 52 | 23.6K | 2.3K | 33 | 4 | 267 | 19 | 19 | 64 | Brokerage & wealth-management apps |
| troweprice.com | 16.7% | 46 | 5 | 2.4K | 59 | 67.4K | 2.1K | 75 | — | 18 | 36 | — | 81 | Brokerage & wealth-management apps |
| acorns.com | 16.4% | 65 | 1 | 4.2K | 60 | 96.3K | 7.7K | 230 | 351 | 2.6K | — | — | 204 | Brokerage & wealth-management apps, Personal checking accounts & neobanks |
| thinkorswim.com | 16.0% | 1 | 42 | 338 | 42 | 7.6K | 165 | 17 | 4 | — | — | — | — | Brokerage & wealth-management apps |
| edelmanfinancialengines.com | 13.5% | 28 | 6 | 373 | 48 | 11.1K | 779 | 3 | — | — | 22 | — | 202 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| moomoo.com | 12.4% | 26 | 7 | 1.8K | 54 | 40K | 992 | 26 | 15 | 234 | 179 | 47 | 224 | Brokerage & wealth-management apps |
| merrilledge.com | 11.3% | 106 | 1 | 1.2K | 50 | 22.9K | 4.2K | — | 1 | 8 | — | — | 8 | Brokerage & wealth-management apps |
| morganstanley.com | 9.8% | 436 | 1 | 14.6K | 70 | 407.8K | 14.5K | 309 | 7 | 82 | 134 | 63 | 128 | Brokerage & wealth-management apps, Commercial banking, Consumer banking, Consumer wealth advisors / RIAs, Mortgage lenders |
Domains appearing most frequently in Google search results for Brokerage & wealth-management apps queries — counts are filtered to only the search queries associated with this industry.
Compare with the LLM recommendations chart above. Gaps between the two — domains that rank high in search but low in AI, or vice versa — reveal strategic opportunities or risks depending on your channel focus.
Domains ranked by backlink authority signals derived from the Common Crawl web graph: PageRank, total backlinks, link authority (AUC), and harmonic centrality.
Backlink authority is one of the strongest predictors of LLM visibility in most industries. Domains with high PageRank but a low LLM score may be underrepresented in AI recommendations despite their web authority — a potential gap worth investigating.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| Search Engine Appearances | +0.268 | 7.2% | 2,638 | Strong |
| Best Search Engine RankLower rank = better | +0.255 | 6.5% | 2,638 | Strong |
| Backlink Count | +0.222 | 4.9% | 3,629 | Strong |
| PageRank | +0.213 | 4.5% | 3,629 | Strong |
| HC | +0.198 | 3.9% | 3,629 | Confirmed |
| Wikidata | +0.148 | 2.2% | 644 | Confirmed |
| Reddit Comments | +0.132 | 1.7% | 1,699 | Confirmed |
| Reddit Posts | +0.127 | 1.6% | 1,729 | Confirmed |
| Common Crawl | +0.123 | 1.5% | 3,003 | Confirmed |
| Avg Search Engine RankLower rank = better | +0.108 | 1.2% | 2,638 | Confirmed |
| Homepage Keywords | +0.035 | 0.1% | 3,337 | Baseline |
How often AI recommended each domain when answering neutral queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| vanguard.com | 100.0% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| etrade.com | 100.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| jpmorgan.com | 100.0% | 576 | 1 | 19.3K | 72 | 517.9K | 21.7K | 1.7K | 18 | 50 | 161 | 94 | 180 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, M&A advisory boutiques, Mortgage lenders, Tax-prep services for consumers |
| schwab.com | 88.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| interactivebrokers.com | 88.0% | 89 | 2 | 3.5K | 59 | 70.4K | 6.3K | 133 | 47 | 162 | 60 | 58 | 259 | Brokerage & wealth-management apps |
| merrilledge.com | 80.0% | 106 | 1 | 1.2K | 50 | 22.9K | 4.2K | — | 1 | 8 | — | — | 8 | Brokerage & wealth-management apps |
| sofi.com | 80.0% | 864 | 1 | 9.2K | 66 | 241.6K | 57.4K | 551 | 163 | 2.2K | 140 | 120 | 444 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Debt-consolidation lenders, Mortgage lenders, Personal checking accounts & neobanks, Personal loan & fintech lenders |
| wealthfront.com | 64.0% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| betterment.com | 64.0% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| robinhood.com | 52.0% | 92 | 3 | 7.2K | 65 | 181.7K | 8.1K | 2.3K | 2.2K | 3.6K | 158 | 47 | 116 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| webull.com | 24.0% | 30 | 5 | 2.5K | 54 | 44.6K | 4.2K | 52 | 10 | 136 | — | 26 | 132 | Brokerage & wealth-management apps |
| public.com | 16.0% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| charlesschwab.com | 12.0% | — | — | 38 | 29 | 1.2K | 25 | 11 | 5 | — | — | — | 133 | Brokerage & wealth-management apps, Consumer banking |
| ibkr.com | 12.0% | — | — | 428 | 46 | 7.3K | 157 | 1.2K | 412 | 975 | — | — | 248 | Brokerage & wealth-management apps |
| morganstanley.com | 8.0% | 436 | 1 | 14.6K | 70 | 407.8K | 14.5K | 309 | 7 | 82 | 134 | 63 | 128 | Brokerage & wealth-management apps, Commercial banking, Consumer banking, Consumer wealth advisors / RIAs, Mortgage lenders |
| ally.com | 8.0% | 300 | 1 | 3.6K | 62 | 87.3K | 12.9K | 161 | 663 | 5.1K | 44 | — | 84 | Brokerage & wealth-management apps, Consumer banking, Mortgage lenders, Personal checking accounts & neobanks, Used car dealers |
| wellsfargo.com | 4.0% | 1.3K | 1 | 16.8K | 69 | 358.8K | 28.7K | 3.1K | 110 | 86 | 493 | 82 | 284 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Credit cards, Debt-consolidation lenders, Mortgage lenders, Personal checking accounts & neobanks, Personal loan & fintech lenders |
Domains in Google search results for neutral queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I’m probably moving from a savings account mindset, so I need clear explanations, low or no minimums, fractional shares, and simple ways to automate deposits.
I want to understand what I’m buying, why it matters, and how risk works without being buried in jargon.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| PageRank | +0.689 | 47.5% | 16 | Dominant |
| Backlink Count | +0.661 | 43.7% | 16 | Dominant |
| HC | +0.582 | 33.9% | 16 | Dominant |
| Common Crawl | +0.438 | 19.2% | 15 | Dominant |
| Reddit Posts | +0.340 | 11.5% | 12 | Dominant |
| Reddit Comments | +0.325 | 10.6% | 13 | Dominant |
| Search Engine Appearances | +0.322 | 10.3% | 12 | Dominant |
| Avg Search Engine RankLower rank = better | -0.231 | 5.3% | 12 | Strong |
| Best Search Engine RankLower rank = better | +0.102 | 1% | 12 | Confirmed |
| Homepage Keywords | -0.093 | 0.9% | 13 | Emerging |
| Wikidata | +0.086 | 0.7% | 6 | Emerging |
How often AI recommended each domain when answering First-Time Investor queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| vanguard.com | 100.0% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| betterment.com | 100.0% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| sofi.com | 100.0% | 864 | 1 | 9.2K | 66 | 241.6K | 57.4K | 551 | 163 | 2.2K | 140 | 120 | 444 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Debt-consolidation lenders, Mortgage lenders, Personal checking accounts & neobanks, Personal loan & fintech lenders |
| wealthfront.com | 100.0% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| public.com | 100.0% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| ellevest.com | 84.0% | 13 | 6 | 991 | 62 | 30.3K | 2.2K | 6 | — | — | — | 15 | 176 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| schwab.com | 76.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| acorns.com | 76.0% | 65 | 1 | 4.2K | 60 | 96.3K | 7.7K | 230 | 351 | 2.6K | — | — | 204 | Brokerage & wealth-management apps, Personal checking accounts & neobanks |
| m1.com | 72.0% | 26 | 11 | 519 | 49 | 11.1K | 2.8K | 348 | 225 | 33 | 34 | — | 184 | Brokerage & wealth-management apps |
| robinhood.com | 40.0% | 92 | 3 | 7.2K | 65 | 181.7K | 8.1K | 2.3K | 2.2K | 3.6K | 158 | 47 | 116 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| charlesschwab.com | 24.0% | — | — | 38 | 29 | 1.2K | 25 | 11 | 5 | — | — | — | 133 | Brokerage & wealth-management apps, Consumer banking |
| ewealthmanager.com | 8.0% | — | — | 129 | 35 | 1.3K | 506 | 5 | — | — | — | — | — | Brokerage & wealth-management apps |
| etrade.com | 8.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| stash.com | 8.0% | 57 | 2 | 1K | 52 | 26.6K | 3.1K | 28 | 4 | 111 | — | — | — | Brokerage & wealth-management apps |
| e-trade.com | 4.0% | — | — | 8 | 10 | 255 | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
Domains in Google search results for First-Time Investor queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I want real-time data, advanced charting, customizable watchlists, fast order entry, options capabilities, and access to premarket and after-hours sessions.
Low commissions and tight spreads matter because costs add up quickly with my volume.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| Search Engine Appearances | +0.747 | 55.8% | 11 | Dominant |
| Best Search Engine RankLower rank = better | +0.688 | 47.3% | 11 | Dominant |
| PageRank | +0.554 | 30.7% | 15 | Dominant |
| Backlink Count | +0.535 | 28.6% | 15 | Dominant |
| HC | +0.524 | 27.5% | 15 | Dominant |
| Avg Search Engine RankLower rank = better | -0.401 | 16.1% | 11 | Dominant |
| Common Crawl | +0.364 | 13.3% | 15 | Dominant |
| Reddit Posts | +0.333 | 11.1% | 10 | Dominant |
| Homepage Keywords | +0.245 | 6% | 14 | Strong |
| Reddit Comments | +0.228 | 5.2% | 12 | Strong |
| Wikidata | +0.100 | 1% | 5 | Confirmed |
How often AI recommended each domain when answering Active Day Trader queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| interactivebrokers.com | 100.0% | 89 | 2 | 3.5K | 59 | 70.4K | 6.3K | 133 | 47 | 162 | 60 | 58 | 259 | Brokerage & wealth-management apps |
| tradestation.com | 100.0% | 28 | 7 | 1K | 52 | 23.6K | 2.3K | 33 | 4 | 267 | 19 | 19 | 64 | Brokerage & wealth-management apps |
| tastytrade.com | 100.0% | 20 | 2 | 531 | 49 | 13.3K | 1.1K | 397 | 151 | 241 | 22 | — | 60 | Brokerage & wealth-management apps |
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| schwab.com | 100.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| webull.com | 100.0% | 30 | 5 | 2.5K | 54 | 44.6K | 4.2K | 52 | 10 | 136 | — | 26 | 132 | Brokerage & wealth-management apps |
| etrade.com | 100.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| thinkorswim.com | 84.0% | 1 | 42 | 338 | 42 | 7.6K | 165 | 17 | 4 | — | — | — | — | Brokerage & wealth-management apps |
| moomoo.com | 56.0% | 26 | 7 | 1.8K | 54 | 40K | 992 | 26 | 15 | 234 | 179 | 47 | 224 | Brokerage & wealth-management apps |
| lightspeed.com | 52.0% | 15 | 3 | 169 | 39 | 4.5K | 578 | 27 | 6 | 445 | — | — | 64 | Brokerage & wealth-management apps |
| firstrade.com | 28.0% | 18 | 10 | 537 | 46 | 11.1K | 329 | 2 | — | — | — | — | 124 | Brokerage & wealth-management apps |
| tradier.com | 28.0% | 3 | 24 | 206 | 48 | 6.1K | 149 | 53 | 1 | — | — | — | 104 | Brokerage & wealth-management apps |
| tradezero.co | 24.0% | — | — | 74 | 40 | 2.2K | — | 25 | — | — | — | — | 140 | Brokerage & wealth-management apps |
| centerpointsecurities.com | 24.0% | 2 | 20 | 154 | 34 | 3.5K | 311 | 99 | 7 | 2 | — | — | 20 | Brokerage & wealth-management apps |
| cobra.com | 4.0% | — | — | 459 | 43 | 12.1K | 99 | 25 | — | — | — | — | 144 | Brokerage & wealth-management apps, Golf equipment brands |
Domains in Google search results for Active Day Trader queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I’m less interested in daily market moves and more interested in asset allocation, tax-advantaged accounts, retirement calculators, and guidance that aligns with my age, income, and future goals.
I want to be able to manage IRAs or rollover accounts easily, automate contributions, and see projections that help me understand whether I’m on track.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| Wikidata | +0.555 | 30.8% | 11 | Dominant |
| Reddit Comments | +0.375 | 14% | 29 | Dominant |
| HC | +0.368 | 13.6% | 46 | Dominant |
| Reddit Posts | +0.355 | 12.6% | 30 | Dominant |
| PageRank | +0.337 | 11.4% | 46 | Dominant |
| Backlink Count | +0.334 | 11.1% | 46 | Dominant |
| Search Engine Appearances | +0.306 | 9.4% | 35 | Dominant |
| Common Crawl | +0.240 | 5.8% | 40 | Strong |
| Avg Search Engine RankLower rank = better | -0.190 | 3.6% | 35 | Confirmed |
| Homepage Keywords | -0.061 | 0.4% | 46 | Emerging |
| Best Search Engine RankLower rank = better | +0.044 | 0.2% | 35 | Baseline |
How often AI recommended each domain when answering Retirement Planner queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| vanguard.com | 100.0% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| schwab.com | 100.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| empower.com | 100.0% | 135 | 3 | 2.4K | 61 | 62.7K | 5.3K | 65 | 59 | 68 | 18 | — | 232 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| betterment.com | 100.0% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| troweprice.com | 96.0% | 46 | 5 | 2.4K | 59 | 67.4K | 2.1K | 75 | — | 18 | 36 | — | 81 | Brokerage & wealth-management apps |
| personalcapital.com | 84.0% | — | — | 1.7K | 56 | 41.4K | 1.6K | 43 | 2 | — | — | 16 | 44 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| edelmanfinancialengines.com | 76.0% | 28 | 6 | 373 | 48 | 11.1K | 779 | 3 | — | — | 22 | — | 202 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| wealthfront.com | 64.0% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| jpmorgan.com | 56.0% | 576 | 1 | 19.3K | 72 | 517.9K | 21.7K | 1.7K | 18 | 50 | 161 | 94 | 180 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, M&A advisory boutiques, Mortgage lenders, Tax-prep services for consumers |
| m1.com | 52.0% | 26 | 11 | 519 | 49 | 11.1K | 2.8K | 348 | 225 | 33 | 34 | — | 184 | Brokerage & wealth-management apps |
| merrilledge.com | 24.0% | 106 | 1 | 1.2K | 50 | 22.9K | 4.2K | — | 1 | 8 | — | — | 8 | Brokerage & wealth-management apps |
| etrade.com | 16.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| facet.com | 8.0% | 17 | 15 | 179 | 36 | 4.8K | 775 | 108 | 83 | 150 | — | — | 216 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| tdameritrade.com | 4.0% | — | — | 2.5K | 55 | 50.8K | 1.6K | 167 | 1 | 2 | — | 19 | 74 | Brokerage & wealth-management apps |
| facethefacts.voya.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
| tiaa.org | 4.0% | 91 | 1 | 2.7K | 61 | 81.4K | 1.4K | 161 | 1 | 5 | 17 | 17 | 6 | Brokerage & wealth-management apps |
| marcus.com | 4.0% | 33 | 4 | 1.1K | 52 | 26.6K | 2.8K | 19 | 43 | 785 | 14 | — | 75 | Brokerage & wealth-management apps, Consumer banking, Debt-consolidation lenders, Personal loan & fintech lenders |
| facethewealth.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
| ellevest.com | 4.0% | 13 | 6 | 991 | 62 | 30.3K | 2.2K | 6 | — | — | — | 15 | 176 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
Domains in Google search results for Retirement Planner queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I want more than basic brokerage functionality; I want sophisticated portfolio management, tax-aware strategies, estate and legacy planning support, and access to experienced advisors who understand complex financial lives.
My priorities are trust, discretion, customization, and a clear sense that my money is being handled thoughtfully rather than pushed into generic products.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| HC | +0.631 | 39.9% | 24 | Dominant |
| PageRank | +0.627 | 39.3% | 24 | Dominant |
| Backlink Count | +0.616 | 37.9% | 24 | Dominant |
| Search Engine Appearances | +0.452 | 20.4% | 21 | Dominant |
| Reddit Posts | +0.345 | 11.9% | 16 | Dominant |
| Common Crawl | +0.300 | 9% | 20 | Strong |
| Best Search Engine RankLower rank = better | +0.201 | 4% | 21 | Strong |
| Homepage Keywords | +0.094 | 0.9% | 24 | Emerging |
| Avg Search Engine RankLower rank = better | -0.055 | 0.3% | 21 | Emerging |
| Wikidata | +0.052 | 0.3% | 10 | Emerging |
| Reddit Comments | -0.021 | 0% | 12 | Baseline |
How often AI recommended each domain when answering High-Net-Worth Delegator queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| jpmorgan.com | 100.0% | 576 | 1 | 19.3K | 72 | 517.9K | 21.7K | 1.7K | 18 | 50 | 161 | 94 | 180 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, M&A advisory boutiques, Mortgage lenders, Tax-prep services for consumers |
| morganstanley.com | 100.0% | 436 | 1 | 14.6K | 70 | 407.8K | 14.5K | 309 | 7 | 82 | 134 | 63 | 128 | Brokerage & wealth-management apps, Commercial banking, Consumer banking, Consumer wealth advisors / RIAs, Mortgage lenders |
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| goldmansachs.com | 100.0% | 84 | 13 | 17.6K | 71 | 522.6K | 6.4K | 162 | 4 | 121 | 208 | — | 28 | Brokerage & wealth-management apps, Commercial banking, Credit cards |
| ubs.com | 100.0% | 92 | 4 | 11.7K | 68 | 322.5K | 2.9K | 263 | 17 | 19 | 391 | 131 | 72 | Brokerage & wealth-management apps, Commercial banking, Consumer banking, Consumer wealth advisors / RIAs |
| northerntrust.com | 100.0% | 25 | 10 | 1.5K | 56 | 47.7K | 538 | 38 | — | 8 | 13 | — | 12 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| schwab.com | 96.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| bofa.com | 52.0% | 118 | 1 | 1.4K | 59 | 47K | — | 323 | 16 | 95 | — | — | 96 | Brokerage & wealth-management apps, Commercial banking, Consumer banking, Credit cards |
| rbcwealthmanagement.com | 48.0% | 56 | 1 | 2.4K | 60 | 59K | 2.9K | 13 | — | 2 | — | 62 | 84 | Brokerage & wealth-management apps |
| bnymellonwealth.com | 40.0% | — | — | 234 | 47 | 6.2K | 78 | 9 | — | — | — | — | 72 | Brokerage & wealth-management apps |
| wellsfargo.com | 32.0% | 1.3K | 1 | 16.8K | 69 | 358.8K | 28.7K | 3.1K | 110 | 86 | 493 | 82 | 284 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Credit cards, Debt-consolidation lenders, Mortgage lenders, Personal checking accounts & neobanks, Personal loan & fintech lenders |
| ml.com | 20.0% | 206 | 1 | 4.3K | 60 | 106.2K | 5.2K | 265 | 8 | 28 | 116 | — | 12 | Brokerage & wealth-management apps, Mortgage lenders |
| wellsfargoadvisors.com | 20.0% | 77 | 2 | 1.2K | 56 | 30.4K | 1.7K | 323 | — | 1 | — | — | 160 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| rockco.com | 20.0% | 15 | 8 | 256 | 46 | 8.3K | 185 | — | — | — | — | — | 56 | Brokerage & wealth-management apps |
| citi.com | 16.0% | 621 | 1 | 6.5K | 64 | 160.6K | 20.7K | 1.3K | 124 | 505 | 192 | 42 | 12 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Credit cards, Mortgage lenders |
| raymondjames.com | 8.0% | 177 | 1 | 3.9K | 62 | 86.7K | 8.8K | 1K | — | — | 99 | 29 | 292 | Brokerage & wealth-management apps |
| stifel.com | 8.0% | 72 | 4 | 1.1K | 55 | 32.4K | 903 | 159 | — | 2 | 31 | — | 100 | Brokerage & wealth-management apps, M&A advisory boutiques |
| citiprivatebank.com | 8.0% | — | — | 6 | 33 | 307 | — | — | — | — | — | — | 117 | Brokerage & wealth-management apps |
| fiduciarytrust.com | 4.0% | 7 | 3 | 123 | 40 | 3.8K | 11 | — | — | — | 31 | — | — | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| privatebank.bankofamerica.com | 4.0% | 68 | 2 | — | — | — | 1.7K | — | — | — | — | 102 | 16 | Brokerage & wealth-management apps |
| charlesschwab.com | 4.0% | — | — | 38 | 29 | 1.2K | 25 | 11 | 5 | — | — | — | 133 | Brokerage & wealth-management apps, Consumer banking |
| bankofamerica.com | 4.0% | 1.2K | 1 | 21.1K | 72 | 531.2K | 34.5K | 1.5K | 73 | 99 | 125 | 102 | 128 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Credit cards, Mortgage lenders, Personal checking accounts & neobanks |
| bairdwealth.com | 4.0% | 44 | 1 | 441 | 47 | 10.5K | 1K | 4 | — | 24 | — | — | 52 | Brokerage & wealth-management apps |
| bessemertrust.com | 4.0% | 13 | 20 | 142 | 38 | 4.4K | 232 | — | — | — | 8 | — | 44 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Executive search |
| wilmingtontrust.com | 4.0% | 7 | 2 | 355 | 50 | 11.6K | 96 | 5 | — | — | 6 | — | 104 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
Domains in Google search results for High-Net-Worth Delegator queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
My ideal app helps me set goals, answer a few questions about risk, and then handles the portfolio construction, rebalancing, and ongoing management with minimal effort from me.
I like the idea of recurring deposits, goal tracking, and simple visuals that show progress without making me obsess over daily fluctuations.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| PageRank | +0.708 | 50.2% | 18 | Dominant |
| HC | +0.554 | 30.7% | 18 | Dominant |
| Backlink Count | +0.536 | 28.7% | 18 | Dominant |
| Search Engine Appearances | +0.319 | 10.2% | 14 | Dominant |
| Common Crawl | +0.301 | 9% | 18 | Dominant |
| Reddit Comments | +0.286 | 8.2% | 15 | Strong |
| Reddit Posts | +0.209 | 4.4% | 14 | Strong |
| Avg Search Engine RankLower rank = better | +0.187 | 3.5% | 14 | Confirmed |
| Best Search Engine RankLower rank = better | +0.182 | 3.3% | 14 | Confirmed |
| Wikidata | +0.143 | 2% | 7 | Confirmed |
| Homepage Keywords | +0.063 | 0.4% | 17 | Emerging |
How often AI recommended each domain when answering Hands-Off Robo Saver queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| betterment.com | 100.0% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| wealthfront.com | 100.0% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| schwab.com | 100.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| vanguard.com | 100.0% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| sofi.com | 100.0% | 864 | 1 | 9.2K | 66 | 241.6K | 57.4K | 551 | 163 | 2.2K | 140 | 120 | 444 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Debt-consolidation lenders, Mortgage lenders, Personal checking accounts & neobanks, Personal loan & fintech lenders |
| ellevest.com | 100.0% | 13 | 6 | 991 | 62 | 30.3K | 2.2K | 6 | — | — | — | 15 | 176 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| m1.com | 96.0% | 26 | 11 | 519 | 49 | 11.1K | 2.8K | 348 | 225 | 33 | 34 | — | 184 | Brokerage & wealth-management apps |
| acorns.com | 56.0% | 65 | 1 | 4.2K | 60 | 96.3K | 7.7K | 230 | 351 | 2.6K | — | — | 204 | Brokerage & wealth-management apps, Personal checking accounts & neobanks |
| sigfig.com | 52.0% | — | — | 244 | 45 | 7.5K | 1.1K | 5 | — | — | 14 | — | 16 | Brokerage & wealth-management apps |
| empower.com | 40.0% | 135 | 3 | 2.4K | 61 | 62.7K | 5.3K | 65 | 59 | 68 | 18 | — | 232 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| ally.com | 20.0% | 300 | 1 | 3.6K | 62 | 87.3K | 12.9K | 161 | 663 | 5.1K | 44 | — | 84 | Brokerage & wealth-management apps, Consumer banking, Mortgage lenders, Personal checking accounts & neobanks, Used car dealers |
| personalcapital.com | 8.0% | — | — | 1.7K | 56 | 41.4K | 1.6K | 43 | 2 | — | — | 16 | 44 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| public.com | 8.0% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| etrade.com | 4.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| interactivebrokers.com | 4.0% | 89 | 2 | 3.5K | 59 | 70.4K | 6.3K | 133 | 47 | 162 | 60 | 58 | 259 | Brokerage & wealth-management apps |
| frec.com | 4.0% | 7 | 4 | 86 | 31 | 2.8K | 338 | 94 | 90 | 121 | — | — | 64 | Brokerage & wealth-management apps |
| axosinvest.com | 4.0% | — | — | 15 | 22 | 611 | 43 | 2 | — | — | — | — | — | Brokerage & wealth-management apps |
| fidelitygo.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
Domains in Google search results for Hands-Off Robo Saver queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I need an interface that makes it easy to evaluate contracts, analyze Greeks, compare expirations and strike prices, and place multi-leg trades without confusion.
Pricing matters a lot because options costs can stack up, especially when I’m active.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| Best Search Engine RankLower rank = better | +0.583 | 33.9% | 11 | Dominant |
| Backlink Count | +0.541 | 29.2% | 17 | Dominant |
| PageRank | +0.507 | 25.7% | 17 | Dominant |
| Wikidata | +0.414 | 17.2% | 7 | Dominant |
| HC | +0.395 | 15.6% | 17 | Dominant |
| Search Engine Appearances | +0.246 | 6.1% | 11 | Strong |
| Common Crawl | +0.182 | 3.3% | 15 | Confirmed |
| Avg Search Engine RankLower rank = better | -0.164 | 2.7% | 11 | Confirmed |
| Homepage Keywords | +0.127 | 1.6% | 15 | Confirmed |
| Reddit Posts | -0.103 | 1.1% | 10 | Confirmed |
| Reddit Comments | -0.035 | 0.1% | 12 | Baseline |
How often AI recommended each domain when answering Options Enthusiast queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| tastytrade.com | 100.0% | 20 | 2 | 531 | 49 | 13.3K | 1.1K | 397 | 151 | 241 | 22 | — | 60 | Brokerage & wealth-management apps |
| interactivebrokers.com | 100.0% | 89 | 2 | 3.5K | 59 | 70.4K | 6.3K | 133 | 47 | 162 | 60 | 58 | 259 | Brokerage & wealth-management apps |
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| schwab.com | 100.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| webull.com | 100.0% | 30 | 5 | 2.5K | 54 | 44.6K | 4.2K | 52 | 10 | 136 | — | 26 | 132 | Brokerage & wealth-management apps |
| thinkorswim.com | 92.0% | 1 | 42 | 338 | 42 | 7.6K | 165 | 17 | 4 | — | — | — | — | Brokerage & wealth-management apps |
| etrade.com | 92.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| tradestation.com | 84.0% | 28 | 7 | 1K | 52 | 23.6K | 2.3K | 33 | 4 | 267 | 19 | 19 | 64 | Brokerage & wealth-management apps |
| moomoo.com | 80.0% | 26 | 7 | 1.8K | 54 | 40K | 992 | 26 | 15 | 234 | 179 | 47 | 224 | Brokerage & wealth-management apps |
| robinhood.com | 36.0% | 92 | 3 | 7.2K | 65 | 181.7K | 8.1K | 2.3K | 2.2K | 3.6K | 158 | 47 | 116 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| firstrade.com | 28.0% | 18 | 10 | 537 | 46 | 11.1K | 329 | 2 | — | — | — | — | 124 | Brokerage & wealth-management apps |
| eoption.com | 20.0% | — | — | 68 | 37 | 1.7K | — | 4 | — | — | — | — | 132 | Brokerage & wealth-management apps |
| public.com | 20.0% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| tradier.com | 16.0% | 3 | 24 | 206 | 48 | 6.1K | 149 | 53 | 1 | — | — | — | 104 | Brokerage & wealth-management apps |
| poweretrade.com | 12.0% | — | — | 2 | 4 | 34 | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
| tradezero.us | 8.0% | — | — | 10 | 12 | 251 | — | 1 | — | — | — | — | 140 | Brokerage & wealth-management apps |
| trade.station.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
| trade-station.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
| projectfinance.com | 4.0% | — | — | 43 | 19 | 872 | — | — | — | — | — | — | 84 | Brokerage & wealth-management apps |
Domains in Google search results for Options Enthusiast queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I’m looking for features like tax-loss harvesting, asset location guidance, retirement account optimization, and clear reporting that makes it easier to work with my accountant or manage filing on my own.
I want to understand the after-tax impact of decisions, not just the headline return numbers.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| Backlink Count | +0.488 | 23.8% | 16 | Dominant |
| Search Engine Appearances | +0.378 | 14.3% | 14 | Dominant |
| PageRank | +0.375 | 14.1% | 16 | Dominant |
| Best Search Engine RankLower rank = better | +0.371 | 13.8% | 14 | Dominant |
| HC | +0.345 | 11.9% | 16 | Dominant |
| Avg Search Engine RankLower rank = better | -0.284 | 8% | 14 | Strong |
| Reddit Posts | +0.176 | 3.1% | 13 | Confirmed |
| Common Crawl | +0.129 | 1.7% | 16 | Confirmed |
| Reddit Comments | +0.119 | 1.4% | 14 | Confirmed |
| Homepage Keywords | -0.097 | 0.9% | 16 | Emerging |
| Wikidata | -0.024 | 0.1% | 8 | Baseline |
How often AI recommended each domain when answering Tax-Savvy Professional queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| schwab.com | 100.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| betterment.com | 100.0% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| vanguard.com | 100.0% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| wealthfront.com | 100.0% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| personalcapital.com | 100.0% | — | — | 1.7K | 56 | 41.4K | 1.6K | 43 | 2 | — | — | 16 | 44 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| m1.com | 100.0% | 26 | 11 | 519 | 49 | 11.1K | 2.8K | 348 | 225 | 33 | 34 | — | 184 | Brokerage & wealth-management apps |
| interactivebrokers.com | 96.0% | 89 | 2 | 3.5K | 59 | 70.4K | 6.3K | 133 | 47 | 162 | 60 | 58 | 259 | Brokerage & wealth-management apps |
| jpmorgan.com | 84.0% | 576 | 1 | 19.3K | 72 | 517.9K | 21.7K | 1.7K | 18 | 50 | 161 | 94 | 180 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, M&A advisory boutiques, Mortgage lenders, Tax-prep services for consumers |
| facet.com | 28.0% | 17 | 15 | 179 | 36 | 4.8K | 775 | 108 | 83 | 150 | — | — | 216 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| etrade.com | 24.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| empower.com | 20.0% | 135 | 3 | 2.4K | 61 | 62.7K | 5.3K | 65 | 59 | 68 | 18 | — | 232 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| ellevest.com | 20.0% | 13 | 6 | 991 | 62 | 30.3K | 2.2K | 6 | — | — | — | 15 | 176 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| public.com | 16.0% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| edelmanfinancialengines.com | 8.0% | 28 | 6 | 373 | 48 | 11.1K | 779 | 3 | — | — | 22 | — | 202 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| robinhood.com | 4.0% | 92 | 3 | 7.2K | 65 | 181.7K | 8.1K | 2.3K | 2.2K | 3.6K | 158 | 47 | 116 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
Domains in Google search results for Tax-Savvy Professional queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I care about a great mobile experience, low barriers to entry, and the ability to start with small amounts while I’m still learning.
Fractional shares, recurring investments, simple portfolio views, and bite-sized education are all appealing to me.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| PageRank | +0.792 | 62.7% | 14 | Dominant |
| Search Engine Appearances | +0.706 | 49.9% | 12 | Dominant |
| Common Crawl | +0.670 | 44.9% | 13 | Dominant |
| Backlink Count | +0.670 | 44.9% | 14 | Dominant |
| HC | +0.631 | 39.8% | 14 | Dominant |
| Reddit Comments | +0.569 | 32.4% | 13 | Dominant |
| Reddit Posts | +0.497 | 24.7% | 12 | Dominant |
| Homepage Keywords | +0.434 | 18.8% | 12 | Dominant |
| Best Search Engine RankLower rank = better | +0.416 | 17.3% | 12 | Dominant |
| Wikidata | +0.143 | 2% | 6 | Confirmed |
| Avg Search Engine RankLower rank = better | -0.126 | 1.6% | 12 | Confirmed |
How often AI recommended each domain when answering Gen Z Starter queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| sofi.com | 100.0% | 864 | 1 | 9.2K | 66 | 241.6K | 57.4K | 551 | 163 | 2.2K | 140 | 120 | 444 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Debt-consolidation lenders, Mortgage lenders, Personal checking accounts & neobanks, Personal loan & fintech lenders |
| public.com | 100.0% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| betterment.com | 100.0% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| robinhood.com | 100.0% | 92 | 3 | 7.2K | 65 | 181.7K | 8.1K | 2.3K | 2.2K | 3.6K | 158 | 47 | 116 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| wealthfront.com | 96.0% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| m1.com | 96.0% | 26 | 11 | 519 | 49 | 11.1K | 2.8K | 348 | 225 | 33 | 34 | — | 184 | Brokerage & wealth-management apps |
| vanguard.com | 92.0% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| schwab.com | 88.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| acorns.com | 48.0% | 65 | 1 | 4.2K | 60 | 96.3K | 7.7K | 230 | 351 | 2.6K | — | — | 204 | Brokerage & wealth-management apps, Personal checking accounts & neobanks |
| webull.com | 44.0% | 30 | 5 | 2.5K | 54 | 44.6K | 4.2K | 52 | 10 | 136 | — | 26 | 132 | Brokerage & wealth-management apps |
| stash.com | 20.0% | 57 | 2 | 1K | 52 | 26.6K | 3.1K | 28 | 4 | 111 | — | — | — | Brokerage & wealth-management apps |
| charlesschwab.com | 12.0% | — | — | 38 | 29 | 1.2K | 25 | 11 | 5 | — | — | — | 133 | Brokerage & wealth-management apps, Consumer banking |
| e-trade.com | 4.0% | — | — | 8 | 10 | 255 | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
Domains in Google search results for Gen Z Starter queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I want a platform that helps me manage withdrawals, monitor income from dividends or fixed-income investments, and understand how my portfolio supports my spending needs over time.
Stability, clarity, and trust are much more important to me than chasing high-risk returns.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| Wikidata | +0.786 | 61.7% | 7 | Dominant |
| Backlink Count | +0.560 | 31.4% | 30 | Dominant |
| HC | +0.469 | 22% | 30 | Dominant |
| PageRank | +0.393 | 15.5% | 30 | Dominant |
| Common Crawl | +0.336 | 11.3% | 28 | Dominant |
| Search Engine Appearances | +0.333 | 11.1% | 24 | Dominant |
| Reddit Posts | +0.281 | 7.9% | 22 | Strong |
| Avg Search Engine RankLower rank = better | +0.196 | 3.8% | 24 | Confirmed |
| Reddit Comments | +0.125 | 1.6% | 20 | Confirmed |
| Best Search Engine RankLower rank = better | +0.102 | 1% | 24 | Confirmed |
| Homepage Keywords | -0.003 | 0% | 29 | Baseline |
How often AI recommended each domain when answering Income-Focused Retiree queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| vanguard.com | 100.0% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| schwab.com | 100.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| betterment.com | 92.0% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| jpmorgan.com | 88.0% | 576 | 1 | 19.3K | 72 | 517.9K | 21.7K | 1.7K | 18 | 50 | 161 | 94 | 180 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, M&A advisory boutiques, Mortgage lenders, Tax-prep services for consumers |
| troweprice.com | 88.0% | 46 | 5 | 2.4K | 59 | 67.4K | 2.1K | 75 | — | 18 | 36 | — | 81 | Brokerage & wealth-management apps |
| empower.com | 68.0% | 135 | 3 | 2.4K | 61 | 62.7K | 5.3K | 65 | 59 | 68 | 18 | — | 232 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| edelmanfinancialengines.com | 64.0% | 28 | 6 | 373 | 48 | 11.1K | 779 | 3 | — | — | 22 | — | 202 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| personalcapital.com | 64.0% | — | — | 1.7K | 56 | 41.4K | 1.6K | 43 | 2 | — | — | 16 | 44 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| m1.com | 32.0% | 26 | 11 | 519 | 49 | 11.1K | 2.8K | 348 | 225 | 33 | 34 | — | 184 | Brokerage & wealth-management apps |
| etrade.com | 24.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| public.com | 24.0% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| merrilledge.com | 20.0% | 106 | 1 | 1.2K | 50 | 22.9K | 4.2K | — | 1 | 8 | — | — | 8 | Brokerage & wealth-management apps |
| ml.com | 20.0% | 206 | 1 | 4.3K | 60 | 106.2K | 5.2K | 265 | 8 | 28 | 116 | — | 12 | Brokerage & wealth-management apps, Mortgage lenders |
| wealthfront.com | 20.0% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| edwardjones.com | 16.0% | 88 | 2 | 7.2K | 60 | 157.1K | 1.4K | 574 | 5 | 19 | 33 | — | 24 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| tdameritrade.com | 12.0% | — | — | 2.5K | 55 | 50.8K | 1.6K | 167 | 1 | 2 | — | 19 | 74 | Brokerage & wealth-management apps |
| principal.com | 12.0% | 65 | 6 | 3.2K | 62 | 60.6K | 2.1K | 187 | — | 28 | 23 | — | 148 | Brokerage & wealth-management apps, Dental services, Life insurance |
| ewealthmanager.com | 8.0% | — | — | 129 | 35 | 1.3K | 506 | 5 | — | — | — | — | — | Brokerage & wealth-management apps |
| usbank.com | 8.0% | 1.2K | 1 | 10.7K | 67 | 245.7K | 35.4K | 653 | 117 | 61 | 129 | — | 320 | Brokerage & wealth-management apps, Commercial banking, Commercial mortgage lending, Consumer banking, Credit cards, Mortgage lenders, Personal checking accounts & neobanks |
| jhinvestments.com | 4.0% | — | — | 259 | 46 | 7.9K | 13 | 14 | — | — | — | — | 152 | Brokerage & wealth-management apps |
| facet.com | 4.0% | 17 | 15 | 179 | 36 | 4.8K | 775 | 108 | 83 | 150 | — | — | 216 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| capitalgroup.com | 4.0% | 22 | 9 | 1.9K | 59 | 45.5K | 660 | 25 | 1 | 1 | 42 | — | 8 | Brokerage & wealth-management apps |
| ameriprise.com | 4.0% | 71 | 1 | 1.5K | 54 | 36.2K | 5.9K | 406 | 2 | — | 44 | — | 48 | Brokerage & wealth-management apps |
| m1finance.com | 4.0% | — | — | 293 | 41 | 8.7K | 784 | 5 | — | — | — | — | 184 | Brokerage & wealth-management apps |
Domains in Google search results for Income-Focused Retiree queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |
This persona represents a distinct audience segment identified from LLM query patterns within this industry. The description reflects how AI models characterize users making queries in this segment.
Domains recommended for this persona are scored based on how frequently they appear in persona-specific queries — which may differ from the industry-wide rankings above.
I’m interested in sustainable, ESG, climate-conscious, or socially responsible options, but I do not want vague marketing claims or funds that are labeled responsibly without clear evidence behind them.
I want to be able to screen investments, understand the methodology used, and see how values alignment fits alongside diversification, risk, and long-term performance.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| Search Engine Appearances | +0.518 | 26.8% | 14 | Dominant |
| Homepage Keywords | +0.413 | 17.1% | 18 | Dominant |
| Backlink Count | +0.382 | 14.6% | 20 | Dominant |
| Best Search Engine RankLower rank = better | +0.381 | 14.5% | 14 | Dominant |
| Common Crawl | +0.337 | 11.3% | 18 | Dominant |
| Avg Search Engine RankLower rank = better | +0.330 | 10.9% | 14 | Dominant |
| PageRank | +0.322 | 10.4% | 20 | Dominant |
| Reddit Comments | +0.260 | 6.8% | 15 | Strong |
| Reddit Posts | +0.232 | 5.4% | 13 | Strong |
| Wikidata | +0.198 | 3.9% | 7 | Confirmed |
| HC | +0.175 | 3.1% | 20 | Confirmed |
How often AI recommended each domain when answering ESG-Minded Investor queries within Brokerage & wealth-management apps. Each persona has 25 query runs — count is raw appearances, percentage is out of those runs.
Compare with the industry-wide charts above to see which domains over- or under-index for this specific audience segment.
Signal matrix for the top 25 LLM-recommended domains filtered to this persona's query context.
Look for patterns in which signal combinations characterize domains that resonate specifically with this audience — these may differ from industry-wide norms and point to persona-specific ranking drivers.
| Domain | LLM % | SE # | SE Best Rank | Backlinks | PageRank | AUC | SE OBL | Crawl | Reddit Cmts | Reddit Posts | Wikipedia | Wikidata | Homepage | Industries |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| interactivebrokers.com | 100.0% | 89 | 2 | 3.5K | 59 | 70.4K | 6.3K | 133 | 47 | 162 | 60 | 58 | 259 | Brokerage & wealth-management apps |
| fidelity.com | 100.0% | 779 | 1 | 17.5K | 68 | 368.5K | 30.3K | 492 | 30.7K | 3.7K | 84 | 33 | 156 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Credit monitoring services, Personal checking accounts & neobanks |
| betterment.com | 100.0% | 121 | 3 | 3K | 60 | 75K | 10.4K | 91 | 128 | 489 | 35 | 41 | 305 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| ellevest.com | 100.0% | 13 | 6 | 991 | 62 | 30.3K | 2.2K | 6 | — | — | — | 15 | 176 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| wealthfront.com | 96.0% | 81 | 1 | 2.2K | 61 | 59.4K | 6.9K | 82 | 67 | 528 | — | — | 80 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| schwab.com | 88.0% | 453 | 1 | 12.7K | 67 | 243.1K | 21.5K | 1K | 368 | 808 | 69 | — | 266 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| public.com | 88.0% | 53 | 3 | 1.3K | 55 | 32K | 3.4K | 2.5K | 368 | 1.9K | 177 | 18 | 236 | Brokerage & wealth-management apps |
| vanguard.com | 80.0% | 305 | 2 | 10.7K | 64 | 217.2K | 1.9K | 489 | 195 | 999 | 73 | — | 36 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs, Personal checking accounts & neobanks |
| openinvest.com | 64.0% | — | — | 54 | 27 | 1.7K | 64 | 1 | — | — | — | — | — | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| earthfolio.com | 64.0% | — | — | 1 | 1 | 6 | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
| sofi.com | 24.0% | 864 | 1 | 9.2K | 66 | 241.6K | 57.4K | 551 | 163 | 2.2K | 140 | 120 | 444 | Brokerage & wealth-management apps, Consumer banking, Consumer wealth advisors / RIAs, Credit cards, Debt-consolidation lenders, Mortgage lenders, Personal checking accounts & neobanks, Personal loan & fintech lenders |
| m1.com | 24.0% | 26 | 11 | 519 | 49 | 11.1K | 2.8K | 348 | 225 | 33 | 34 | — | 184 | Brokerage & wealth-management apps |
| ethic.com | 16.0% | 3 | 4 | 85 | 39 | 3.1K | 161 | 6 | — | — | — | — | 80 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| charlesschwab.com | 12.0% | — | — | 38 | 29 | 1.2K | 25 | 11 | 5 | — | — | — | 133 | Brokerage & wealth-management apps, Consumer banking |
| personalcapital.com | 12.0% | — | — | 1.7K | 56 | 41.4K | 1.6K | 43 | 2 | — | — | 16 | 44 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
| titan.com | 8.0% | 9 | 56 | 329 | 44 | 8.6K | 31 | 9 | 16 | 24 | — | — | 124 | Brokerage & wealth-management apps |
| etrade.com | 4.0% | 165 | 1 | 2.3K | 57 | 56.4K | 900 | 72 | 77 | 83 | 29 | — | 360 | Brokerage & wealth-management apps |
| msci.com | 4.0% | 28 | 1 | 6.8K | 66 | 201.3K | 1.7K | 147 | 2 | 20 | 133 | — | 44 | Brokerage & wealth-management apps |
| earthfolioplatform.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
| wealthsimple.com | 4.0% | 20 | 14 | 2.2K | 61 | 59.5K | 1.9K | 50 | 480 | 4.4K | 48 | — | 16 | Brokerage & wealth-management apps |
| earthfoliopartners.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Brokerage & wealth-management apps |
| swellinvesting.com | 4.0% | — | — | 52 | 29 | 1.8K | 137 | — | — | — | — | — | 56 | Brokerage & wealth-management apps, Consumer wealth advisors / RIAs |
Domains in Google search results for ESG-Minded Investor queries within Brokerage & wealth-management apps. Counts reflect only the Google search results for keywords mapped to this persona — filtered to domains that appear in this industry.
Note: the number of results naturally varies by persona because different query intents return different domains. A persona with fewer results here is not a data gap — it reflects that those specific queries surface a narrower or different set of sites.
Backlink authority rankings for top domains within this persona segment.
Authority signals reflect broader domain strength that generally carries across personas. High-authority domains appearing only in some personas may indicate specialized trust or content relevance that isn't fully general.
| # | Domain | PageRank | Backlinks | AUC | HC | LLM Score |
|---|---|---|---|---|---|---|
| 1 | bankofamerica.com | 21.1K | 531.2K | 41.0000 | 80.1% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | goldmansachs.com | 17.6K | 522.6K | 38.0000 | 46.7% | |
| 4 | fidelity.com | 17.5K | 368.5K | 35.0000 | 76.8% | |
| 5 | wellsfargo.com | 16.8K | 358.8K | 35.0000 | 80.4% | |
| 6 | morganstanley.com | 14.6K | 407.8K | 38.0000 | 61.8% | |
| 7 | schwab.com | 12.7K | 243.1K | 35.0000 | 96.7% | |
| 8 | ubs.com | 11.7K | 322.5K | 36.0000 | 46.3% | |
| 9 | usbank.com | 10.7K | 245.7K | 35.0000 | 77.0% | |
| 10 | vanguard.com | 10.7K | 217.2K | 35.0000 | 72.2% | |
| 11 | sofi.com | 9.2K | 241.6K | 36.0000 | 80.7% | |
| 12 | robinhood.com | 7.2K | 181.7K | 35.0000 | 54.6% | |
| 13 | edwardjones.com | 7.2K | 157.1K | 34.0000 | 34.6% | |
| 14 | msci.com | 6.8K | 201.3K | 35.0000 | 15.4% | |
| 15 | citi.com | 6.5K | 160.6K | 35.0000 | 69.5% | |
| 16 | ml.com | 4.3K | 106.2K | 34.0000 | 58.0% | |
| 17 | acorns.com | 4.2K | 96.3K | 35.0000 | 55.3% | |
| 18 | raymondjames.com | 3.9K | 86.7K | 26.0000 | 28.6% | |
| 19 | ally.com | 3.6K | 87.3K | 34.0000 | 77.9% | |
| 20 | interactivebrokers.com | 3.5K | 70.4K | 34.0000 | 95.6% | |
| 21 | principal.com | 3.2K | 60.6K | 34.0000 | 46.2% | |
| 22 | betterment.com | 3K | 75K | 34.0000 | 80.5% | |
| 23 | tiaa.org | 2.7K | 81.4K | 34.0000 | 24.2% | |
| 24 | tdameritrade.com | 2.5K | 50.8K | 25.0000 | 60.4% | |
| 25 | webull.com | 2.5K | 44.6K | 34.0000 | 81.3% |