M&A advisory boutiques
Reddit Posts ρ=-0.254A 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 M&A advisory boutiques industry covers 804 domains in this dataset. The most LLM-recommended vendors include greenhill.com and lazard.com and moelis.com.
Within this industry, the strongest predictor of LLM recommendations is Reddit Posts (ρ=-0.254, n=34 (vs. ρ=0.096 across all industries)). Wikidata follows as second-strongest (ρ=0.208).
greenhill.com, moelis.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, pwc.com, jpmorgan.com hold strong backlink authority but rank lower in LLM recommendations — a reminder that web scale alone does not guarantee AI visibility.
2 signals show a strong or dominant correlation within this category: Reddit Posts (ρ=-0.254), Wikidata (ρ=0.208).
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 804 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 |
|---|---|---|---|---|
| Reddit Posts | -0.254 | 6.5% | 34 | Strong |
| Wikidata | +0.208 | 4.3% | 14 | Strong |
| BL Authority (Exp) | +0.170 | 2.9% | 412 | Confirmed |
| BL Authority | +0.166 | 2.8% | 412 | Confirmed |
| Wikipedia Citations | +0.165 | 2.7% | 95 | Confirmed |
| Reddit Comments | -0.153 | 2.3% | 30 | Confirmed |
| PageRank | +0.151 | 2.3% | 437 | Confirmed |
| Backlink Count | +0.150 | 2.2% | 437 | Confirmed |
| HC | +0.138 | 1.9% | 437 | Confirmed |
| Avg Search Engine Rank | +0.125 | 1.6% | 174 | Confirmed |
| Best Search Engine Rank | +0.122 | 1.5% | 174 | Confirmed |
| Common Crawl | +0.117 | 1.4% | 209 | Confirmed |
| Search Engine Appearances | +0.111 | 1.2% | 174 | Confirmed |
| Homepage Keywords | +0.088 | 0.8% | 400 | Emerging |
| SE Outbound Links | +0.061 | 0.4% | 227 | Emerging |
How often AI models recommended each domain when answering M&A advisory boutiques 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| greenhill.com | 30.9% | — | — | 87 | 38 | 3.3K | 101 | — | — | — | 17 | — | 80 | M&A advisory boutiques |
| lazard.com | 29.8% | 83 | 2 | 2.2K | 56 | 75.5K | 956 | 40 | 6 | 7 | 591 | 17 | 64 | M&A advisory boutiques |
| moelis.com | 29.5% | 26 | 2 | 216 | 41 | 7.3K | 150 | 6 | — | — | 32 | — | 36 | M&A advisory boutiques |
| woodbridgegrp.com | 29.1% | 16 | 3 | 34 | 32 | 1.1K | 690 | 36 | — | — | 8 | — | 120 | M&A advisory boutiques |
| generational.com | 29.1% | 12 | 1 | 75 | 39 | 2.2K | 413 | 19 | — | — | — | — | 88 | M&A advisory boutiques |
| lincolninternational.com | 25.5% | 50 | 1 | 282 | 43 | 9.2K | 502 | 90 | — | — | — | — | 96 | M&A advisory boutiques |
| evercore.com | 25.1% | 38 | 19 | 446 | 47 | 15.5K | 607 | 5 | — | 5 | 37 | 19 | 64 | M&A advisory boutiques |
| rothschildandco.com | 22.9% | 23 | 3 | 851 | 50 | 23.7K | 465 | 14 | — | — | 36 | — | 72 | M&A advisory boutiques |
| capstonepartners.com | 18.5% | 60 | 3 | 251 | 41 | 7.9K | 1.5K | — | — | — | — | — | 232 | M&A advisory boutiques |
| pjtpartners.com | 18.5% | 24 | 37 | 158 | 42 | 5.2K | 82 | 15 | — | — | 16 | 16 | 24 | M&A advisory boutiques |
| qatalyst.com | 18.2% | — | — | 46 | 41 | 1.9K | 38 | 2 | — | — | — | — | 12 | M&A advisory boutiques |
| tmcapital.com | 16.4% | 6 | 9 | 36 | 31 | 1.1K | 3 | — | — | — | — | — | 56 | M&A advisory boutiques |
| browngibbonslang.com | 14.2% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| houlihanlokey.com | 13.8% | — | — | 1 | 0 | 9 | — | — | — | — | — | — | 60 | Corporate tax advisory, Legal services for businesses, M&A advisory boutiques |
| centerviewpartners.com | 13.5% | 9 | 16 | 94 | 35 | 3.3K | 220 | — | — | — | — | — | 24 | M&A advisory boutiques |
| cascade-partners.com | 13.5% | 2 | 53 | 47 | 28 | 1.5K | — | 10 | — | — | — | — | — | M&A advisory boutiques |
| stout.com | 13.1% | 43 | 3 | 356 | 48 | 12.5K | 676 | 1 | — | — | 43 | — | 115 | Corporate tax advisory, M&A advisory boutiques |
| perellaweinberg.com | 12.7% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| foundersib.com | 11.6% | 17 | 11 | 45 | 26 | 1.5K | 113 | 23 | — | — | — | — | 36 | M&A advisory boutiques |
| oaklins.com | 9.5% | 6 | 6 | 236 | 48 | 6.4K | 367 | — | — | — | — | — | 52 | M&A advisory boutiques |
| harriswilliams.com | 9.1% | 38 | 2 | 178 | 42 | 6.3K | 393 | 18 | — | — | — | — | 4 | M&A advisory boutiques |
| soliccapital.com | 9.1% | 1 | 12 | 10 | 14 | 345 | 52 | — | — | — | — | — | 72 | M&A advisory boutiques |
| jefferies.com | 8.7% | 4 | 22 | 1.2K | 56 | 36.7K | 471 | 94 | — | 4 | 60 | — | 68 | M&A advisory boutiques |
| globalscopepartners.com | 8.4% | 3 | 40 | 44 | 33 | 672 | 122 | 2 | — | — | — | — | 36 | M&A advisory boutiques |
| translinkcf.com | 7.6% | 3 | 19 | 48 | 32 | 1K | 56 | 63 | — | — | — | — | 116 | M&A advisory boutiques |
Domains appearing most frequently in Google search results for M&A advisory boutiques 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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 M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| evercore.com | 100.0% | 38 | 19 | 446 | 47 | 15.5K | 607 | 5 | — | 5 | 37 | 19 | 64 | M&A advisory boutiques |
| lazard.com | 100.0% | 83 | 2 | 2.2K | 56 | 75.5K | 956 | 40 | 6 | 7 | 591 | 17 | 64 | M&A advisory boutiques |
| moelis.com | 100.0% | 26 | 2 | 216 | 41 | 7.3K | 150 | 6 | — | — | 32 | — | 36 | M&A advisory boutiques |
| pjtpartners.com | 96.0% | 24 | 37 | 158 | 42 | 5.2K | 82 | 15 | — | — | 16 | 16 | 24 | M&A advisory boutiques |
| greenhill.com | 92.0% | — | — | 87 | 38 | 3.3K | 101 | — | — | — | 17 | — | 80 | M&A advisory boutiques |
| rothschildandco.com | 88.0% | 23 | 3 | 851 | 50 | 23.7K | 465 | 14 | — | — | 36 | — | 72 | M&A advisory boutiques |
| centerviewpartners.com | 84.0% | 9 | 16 | 94 | 35 | 3.3K | 220 | — | — | — | — | — | 24 | M&A advisory boutiques |
| perellaweinberg.com | 80.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| qatalyst.com | 72.0% | — | — | 46 | 41 | 1.9K | 38 | 2 | — | — | — | — | 12 | M&A advisory boutiques |
| houlihanlokey.com | 44.0% | — | — | 1 | 0 | 9 | — | — | — | — | — | — | 60 | Corporate tax advisory, Legal services for businesses, M&A advisory boutiques |
| raine.com | 16.0% | 1 | 70 | 102 | 34 | 3.4K | 9 | 36 | — | — | 3 | — | 44 | M&A advisory boutiques |
| guggenheimpartners.com | 16.0% | — | — | 252 | 42 | 8K | 73 | 41 | 2 | 2 | 51 | — | 18 | M&A advisory boutiques |
| lincolninternational.com | 16.0% | 50 | 1 | 282 | 43 | 9.2K | 502 | 90 | — | — | — | — | 96 | M&A advisory boutiques |
| allenandcompany.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | 1 | M&A advisory boutiques |
| ducera.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| jefferies.com | 12.0% | 4 | 22 | 1.2K | 56 | 36.7K | 471 | 94 | — | 4 | 60 | — | 68 | M&A advisory boutiques |
| allenco.com | 8.0% | — | — | 6 | 15 | 204 | 27 | — | — | — | — | — | — | M&A advisory boutiques |
| perellawineberg.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| rbc.com | 4.0% | 6 | 56 | 5K | 64 | 134.2K | 4K | 422 | 41 | 36 | 118 | 62 | 30 | M&A advisory boutiques |
| ripplewoodadvisors.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| allenharrison.com | 4.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | 36 | M&A advisory boutiques |
| houliey.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| alantracorp.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| harriswilliams.com | 4.0% | 38 | 2 | 178 | 42 | 6.3K | 393 | 18 | — | — | — | — | 4 | M&A advisory boutiques |
| hla.com | 4.0% | — | — | 22 | 24 | 525 | — | — | — | — | — | — | 1 | M&A advisory boutiques |
Domains in Google search results for neutral queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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 an advisor who understands how to position a founder-led business so buyers see the quality of earnings, customer stickiness, and growth potential, not just the current EBITDA multiple.
I need help preparing the company before launch, tightening the story, identifying likely buyers, and running a disciplined process that creates competitive tension without exhausting my management team.
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 |
|---|---|---|---|---|
| Common Crawl | +0.194 | 3.8% | 37 | Confirmed |
| Homepage Keywords | +0.141 | 2% | 63 | Confirmed |
| PageRank | +0.137 | 1.9% | 69 | Confirmed |
| Best Search Engine RankLower rank = better | +0.127 | 1.6% | 40 | Confirmed |
| Backlink Count | +0.123 | 1.5% | 69 | Confirmed |
| HC | +0.075 | 0.6% | 69 | Emerging |
| Avg Search Engine RankLower rank = better | +0.034 | 0.1% | 40 | Baseline |
| Search Engine Appearances | -0.019 | 0% | 40 | Baseline |
How often AI recommended each domain when answering Founder Exit Planner queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| generational.com | 96.0% | 12 | 1 | 75 | 39 | 2.2K | 413 | 19 | — | — | — | — | 88 | M&A advisory boutiques |
| woodbridgegrp.com | 84.0% | 16 | 3 | 34 | 32 | 1.1K | 690 | 36 | — | — | 8 | — | 120 | M&A advisory boutiques |
| foundersib.com | 68.0% | 17 | 11 | 45 | 26 | 1.5K | 113 | 23 | — | — | — | — | 36 | M&A advisory boutiques |
| cascade-partners.com | 64.0% | 2 | 53 | 47 | 28 | 1.5K | — | 10 | — | — | — | — | — | M&A advisory boutiques |
| lincolninternational.com | 48.0% | 50 | 1 | 282 | 43 | 9.2K | 502 | 90 | — | — | — | — | 96 | M&A advisory boutiques |
| browngibbonslang.com | 36.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| dinancompany.com | 36.0% | 14 | 8 | 20 | 19 | 701 | 197 | — | — | — | — | — | 224 | M&A advisory boutiques |
| capstonepartners.com | 24.0% | 60 | 3 | 251 | 41 | 7.9K | 1.5K | — | — | — | — | — | 232 | M&A advisory boutiques |
| browngrit.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| quartoninternational.com | 20.0% | — | — | 7 | 21 | 199 | — | — | — | — | — | — | — | M&A advisory boutiques |
| stout.com | 20.0% | 43 | 3 | 356 | 48 | 12.5K | 676 | 1 | — | — | 43 | — | 115 | Corporate tax advisory, M&A advisory boutiques |
| tmcapital.com | 16.0% | 6 | 9 | 36 | 31 | 1.1K | 3 | — | — | — | — | — | 56 | M&A advisory boutiques |
| benchmarkintl.com | 16.0% | 16 | 4 | 194 | 43 | 5.7K | 546 | — | — | — | — | — | 56 | M&A advisory boutiques |
| browngh.com | 12.0% | — | — | 30 | 24 | 850 | — | — | — | — | — | — | — | M&A advisory boutiques |
| harriswilliams.com | 12.0% | 38 | 2 | 178 | 42 | 6.3K | 393 | 18 | — | — | — | — | 4 | M&A advisory boutiques |
| houlihanlokey.com | 12.0% | — | — | 1 | 0 | 9 | — | — | — | — | — | — | 60 | Corporate tax advisory, Legal services for businesses, M&A advisory boutiques |
| quartonpartners.com | 12.0% | — | — | 1 | 1 | 29 | — | 1 | — | — | — | — | — | M&A advisory boutiques |
| stevensongroup.com | 12.0% | — | — | 1 | 4 | 46 | — | — | — | — | — | — | 36 | M&A advisory boutiques |
| themiddlemarket.com | 8.0% | 17 | 17 | 724 | 54 | 24.3K | 1.4K | 45 | — | — | 216 | 5 | 95 | M&A advisory boutiques |
| cascadia.com | 8.0% | 2 | 40 | 192 | 25 | 2K | 15 | — | — | — | — | — | — | M&A advisory boutiques |
| clearsightadvisors.com | 8.0% | 3 | 18 | 20 | 19 | 634 | 38 | 4 | — | — | 29 | — | 108 | M&A advisory boutiques |
| lazard.com | 8.0% | 83 | 2 | 2.2K | 56 | 75.5K | 956 | 40 | 6 | 7 | 591 | 17 | 64 | M&A advisory boutiques |
| cccapitaladvisors.com | 8.0% | — | — | 3 | 9 | 132 | — | — | — | — | — | — | 96 | M&A advisory boutiques |
| crosskeys.com | 8.0% | — | — | 2 | 1 | 38 | — | — | — | — | — | — | — | M&A advisory boutiques |
| bglco.com | 8.0% | 29 | 18 | 92 | 31 | 3.3K | 362 | 9 | — | — | — | — | 52 | M&A advisory boutiques, Market research & insights firms |
Domains in Google search results for Founder Exit Planner queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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 priority is not broad branding or banker theater; it is process efficiency, proprietary outreach, sector pattern recognition, and credible execution with management teams that may be new to acquisitions.
I want advisors who understand buy-and-build strategies, can map fragmented markets, and know how to approach owner-operators in a way that gets real conversations started.
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 |
|---|---|---|---|---|
| Homepage Keywords | +0.347 | 12.1% | 56 | Dominant |
| Best Search Engine RankLower rank = better | +0.332 | 11% | 35 | Dominant |
| Reddit Comments | -0.325 | 10.6% | 8 | Dominant |
| Search Engine Appearances | +0.287 | 8.2% | 35 | Strong |
| Reddit Posts | +0.210 | 4.4% | 7 | Strong |
| Backlink Count | +0.160 | 2.6% | 64 | Confirmed |
| Common Crawl | +0.140 | 2% | 33 | Confirmed |
| PageRank | +0.137 | 1.9% | 64 | Confirmed |
| HC | +0.095 | 0.9% | 64 | Emerging |
| Avg Search Engine RankLower rank = better | +0.045 | 0.2% | 35 | Baseline |
How often AI recommended each domain when answering Private Equity Add-On queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| tmcapital.com | 84.0% | 6 | 9 | 36 | 31 | 1.1K | 3 | — | — | — | — | — | 56 | M&A advisory boutiques |
| capstonepartners.com | 80.0% | 60 | 3 | 251 | 41 | 7.9K | 1.5K | — | — | — | — | — | 232 | M&A advisory boutiques |
| generational.com | 76.0% | 12 | 1 | 75 | 39 | 2.2K | 413 | 19 | — | — | — | — | 88 | M&A advisory boutiques |
| browngibbonslang.com | 68.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| lincolninternational.com | 52.0% | 50 | 1 | 282 | 43 | 9.2K | 502 | 90 | — | — | — | — | 96 | M&A advisory boutiques |
| woodbridgegrp.com | 40.0% | 16 | 3 | 34 | 32 | 1.1K | 690 | 36 | — | — | 8 | — | 120 | M&A advisory boutiques |
| cascade-partners.com | 32.0% | 2 | 53 | 47 | 28 | 1.5K | — | 10 | — | — | — | — | — | M&A advisory boutiques |
| foundersib.com | 28.0% | 17 | 11 | 45 | 26 | 1.5K | 113 | 23 | — | — | — | — | 36 | M&A advisory boutiques |
| dinancompany.com | 28.0% | 14 | 8 | 20 | 19 | 701 | 197 | — | — | — | — | — | 224 | M&A advisory boutiques |
| cascadia.com | 28.0% | 2 | 40 | 192 | 25 | 2K | 15 | — | — | — | — | — | — | M&A advisory boutiques |
| livingstonepartners.com | 24.0% | 19 | 9 | 63 | 35 | 2.1K | 167 | 6 | — | — | 11 | — | 56 | M&A advisory boutiques |
| crosskeys.com | 24.0% | — | — | 2 | 1 | 38 | — | — | — | — | — | — | — | M&A advisory boutiques |
| stout.com | 20.0% | 43 | 3 | 356 | 48 | 12.5K | 676 | 1 | — | — | 43 | — | 115 | Corporate tax advisory, M&A advisory boutiques |
| benchmarkintl.com | 16.0% | 16 | 4 | 194 | 43 | 5.7K | 546 | — | — | — | — | — | 56 | M&A advisory boutiques |
| baileyco.com | 16.0% | — | — | 3 | 11 | 90 | — | — | — | — | — | — | 16 | M&A advisory boutiques |
| browngrit.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| soliccapital.com | 12.0% | 1 | 12 | 10 | 14 | 345 | 52 | — | — | — | — | — | 72 | M&A advisory boutiques |
| tmcfin.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| oaklins.com | 8.0% | 6 | 6 | 236 | 48 | 6.4K | 367 | — | — | — | — | — | 52 | M&A advisory boutiques |
| williamblair.com | 8.0% | 33 | 4 | 510 | 53 | 16.6K | 593 | 69 | 2 | 2 | 18 | — | 68 | M&A advisory boutiques |
| lazard.com | 8.0% | 83 | 2 | 2.2K | 56 | 75.5K | 956 | 40 | 6 | 7 | 591 | 17 | 64 | M&A advisory boutiques |
| bglco.com | 8.0% | 29 | 18 | 92 | 31 | 3.3K | 362 | 9 | — | — | — | — | 52 | M&A advisory boutiques, Market research & insights firms |
| franklinpartners.com | 8.0% | — | — | 1 | 19 | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| harriswilliams.com | 8.0% | 38 | 2 | 178 | 42 | 6.3K | 393 | 18 | — | — | — | — | 4 | M&A advisory boutiques |
| quartoninternational.com | 8.0% | — | — | 7 | 21 | 199 | — | — | — | — | — | — | — | M&A advisory boutiques |
Domains in Google search results for Private Equity Add-On queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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 advisor who can understand strategic rationale, not just valuation mechanics, because many of our best deals involve technology, customer access, talent, or channel expansion that does not fit a simple auction template.
I want support with target screening, discreet outreach, market mapping, negotiation strategy, and transaction management, especially when we need to move without creating noise in the market.
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 | +0.371 | 13.7% | 23 | Dominant |
| HC | +0.273 | 7.4% | 46 | Strong |
| Best Search Engine RankLower rank = better | +0.228 | 5.2% | 23 | Strong |
| Common Crawl | +0.205 | 4.2% | 29 | Strong |
| Avg Search Engine RankLower rank = better | -0.173 | 3% | 23 | Confirmed |
| PageRank | +0.149 | 2.2% | 46 | Confirmed |
| Backlink Count | +0.127 | 1.6% | 46 | Confirmed |
| Reddit Posts | -0.051 | 0.3% | 5 | Emerging |
| Homepage Keywords | +0.009 | 0% | 43 | Baseline |
How often AI recommended each domain when answering Corporate Development Lead queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| qatalyst.com | 92.0% | — | — | 46 | 41 | 1.9K | 38 | 2 | — | — | — | — | 12 | M&A advisory boutiques |
| lazard.com | 88.0% | 83 | 2 | 2.2K | 56 | 75.5K | 956 | 40 | 6 | 7 | 591 | 17 | 64 | M&A advisory boutiques |
| greenhill.com | 80.0% | — | — | 87 | 38 | 3.3K | 101 | — | — | — | 17 | — | 80 | M&A advisory boutiques |
| evercore.com | 76.0% | 38 | 19 | 446 | 47 | 15.5K | 607 | 5 | — | 5 | 37 | 19 | 64 | M&A advisory boutiques |
| moelis.com | 76.0% | 26 | 2 | 216 | 41 | 7.3K | 150 | 6 | — | — | 32 | — | 36 | M&A advisory boutiques |
| centerviewpartners.com | 60.0% | 9 | 16 | 94 | 35 | 3.3K | 220 | — | — | — | — | — | 24 | M&A advisory boutiques |
| rothschildandco.com | 52.0% | 23 | 3 | 851 | 50 | 23.7K | 465 | 14 | — | — | 36 | — | 72 | M&A advisory boutiques |
| raine.com | 40.0% | 1 | 70 | 102 | 34 | 3.4K | 9 | 36 | — | — | 3 | — | 44 | M&A advisory boutiques |
| pjtpartners.com | 36.0% | 24 | 37 | 158 | 42 | 5.2K | 82 | 15 | — | — | 16 | 16 | 24 | M&A advisory boutiques |
| allenco.com | 32.0% | — | — | 6 | 15 | 204 | 27 | — | — | — | — | — | — | M&A advisory boutiques |
| agcpartners.com | 24.0% | 5 | 12 | 62 | 33 | 2.3K | 78 | 3 | — | — | 9 | — | 140 | M&A advisory boutiques |
| soliccapital.com | 20.0% | 1 | 12 | 10 | 14 | 345 | 52 | — | — | — | — | — | 72 | M&A advisory boutiques |
| perellaweinberg.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| perellawineberg.com | 16.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| crosstree.com | 12.0% | — | — | 22 | 19 | 533 | — | 3 | — | — | — | — | 48 | M&A advisory boutiques |
| guggenheimpartners.com | 12.0% | — | — | 252 | 42 | 8K | 73 | 41 | 2 | 2 | 51 | — | 18 | M&A advisory boutiques |
| houlihanlokey.com | 12.0% | — | — | 1 | 0 | 9 | — | — | — | — | — | — | 60 | Corporate tax advisory, Legal services for businesses, M&A advisory boutiques |
| cascadia.com | 12.0% | 2 | 40 | 192 | 25 | 2K | 15 | — | — | — | — | — | — | M&A advisory boutiques |
| quartonpartners.com | 8.0% | — | — | 1 | 1 | 29 | — | 1 | — | — | — | — | — | M&A advisory boutiques |
| allenlatta.com | 8.0% | — | — | 19 | 13 | 543 | 41 | — | — | — | — | — | 150 | M&A advisory boutiques |
| drake-star.com | 8.0% | — | — | 1 | 4 | 43 | — | — | — | — | — | — | 40 | M&A advisory boutiques |
| berensonco.com | 8.0% | — | — | 10 | 13 | 288 | — | 11 | — | — | — | — | 20 | M&A advisory boutiques |
| code-advisors.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| codeadvisors.com | 8.0% | — | — | 5 | 9 | 121 | 13 | — | — | — | — | — | — | M&A advisory boutiques |
| allenovery.com | 8.0% | — | — | 1.3K | 56 | 43.9K | 270 | 82 | — | — | 10 | — | 40 | M&A advisory boutiques |
Domains in Google search results for Corporate Development Lead queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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 M&A advisor who understands the healthcare landscape, including reimbursement dynamics, provider retention, regulatory sensitivity, and the operational metrics buyers focus on in this sector.
This is not just a financial event for me; it affects clinicians, staff, patients, and the reputation I have built over many years.
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 |
|---|---|---|---|---|
| Avg Search Engine RankLower rank = better | +0.282 | 8% | 32 | Strong |
| Best Search Engine RankLower rank = better | +0.154 | 2.4% | 32 | Confirmed |
| Common Crawl | +0.138 | 1.9% | 36 | Confirmed |
| Search Engine Appearances | +0.061 | 0.4% | 32 | Emerging |
| Homepage Keywords | -0.056 | 0.3% | 68 | Emerging |
| Backlink Count | -0.027 | 0.1% | 74 | Baseline |
| PageRank | +0.010 | 0% | 74 | Baseline |
| HC | +0.007 | 0% | 74 | Baseline |
How often AI recommended each domain when answering Healthcare Practice Seller queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| thebraffgroup.com | 68.0% | 1 | 26 | 29 | 25 | 1.1K | 76 | 9 | — | — | — | — | 104 | M&A advisory boutiques |
| vertess.com | 52.0% | 8 | 3 | 58 | 23 | 1.5K | 272 | 14 | — | — | — | — | 160 | M&A advisory boutiques |
| providenthp.com | 44.0% | 5 | 18 | 211 | 35 | 4.6K | 121 | 52 | — | — | — | — | 60 | M&A advisory boutiques |
| mertztaggart.com | 44.0% | — | — | 46 | 30 | 1.5K | 164 | 4 | — | — | — | — | 36 | M&A advisory boutiques |
| vmghealth.com | 36.0% | 17 | 4 | 144 | 43 | 4.9K | 527 | 177 | — | — | — | — | 64 | M&A advisory boutiques |
| baileyandcompany.com | 32.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| healthcaretransactions.com | 28.0% | — | — | 2 | 10 | 84 | — | — | — | — | — | — | 160 | M&A advisory boutiques |
| harriswilliams.com | 28.0% | 38 | 2 | 178 | 42 | 6.3K | 393 | 18 | — | — | — | — | 4 | M&A advisory boutiques |
| cokergroup.com | 24.0% | 19 | 4 | 82 | 37 | 3K | 342 | 32 | — | — | — | — | 28 | Executive search, Hospital staffing agencies, M&A advisory boutiques |
| browngibbonslang.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| ziegler.com | 20.0% | 4 | 48 | 240 | 40 | 7.4K | 133 | 2 | — | — | — | — | 96 | M&A advisory boutiques |
| healthcaregrowthpartners.com | 16.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| baileyco.com | 12.0% | — | — | 3 | 11 | 90 | — | — | — | — | — | — | 16 | M&A advisory boutiques |
| generational.com | 12.0% | 12 | 1 | 75 | 39 | 2.2K | 413 | 19 | — | — | — | — | 88 | M&A advisory boutiques |
| sikich.com | 12.0% | 16 | 2 | 462 | 52 | 15.6K | 1.2K | 23 | — | — | — | — | 136 | Corporate tax advisory, ERP software, M&A advisory boutiques |
| healthcaregrowth.com | 8.0% | — | — | 1 | 1 | 45 | — | — | — | — | — | — | 20 | M&A advisory boutiques |
| healthcaretransactionadvisors.com | 8.0% | — | — | 1 | 2 | 22 | — | — | — | — | — | — | — | M&A advisory boutiques |
| frasierhealthcare.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| healthcaremanda.com | 8.0% | — | — | 8 | 23 | 384 | — | — | — | — | — | — | 89 | M&A advisory boutiques |
| thepotomaccompany.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| physiciansfirst.com | 8.0% | — | — | 3 | 16 | 153 | — | — | — | — | — | — | 4 | M&A advisory boutiques |
| baileyhealthcareadvisory.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| berkerynoyes.com | 8.0% | 6 | 32 | 51 | 30 | 2.3K | 269 | 4 | 11 | — | — | — | 64 | M&A advisory boutiques |
| deitrickgroup.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| stout.com | 8.0% | 43 | 3 | 356 | 48 | 12.5K | 676 | 1 | — | — | 43 | — | 115 | Corporate tax advisory, M&A advisory boutiques |
Domains in Google search results for Healthcare Practice Seller queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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 recurring revenue quality, net retention, product differentiation, sales efficiency, churn drivers, and the strategic value of our roadmap and data assets.
I need an advisor who can speak credibly with both strategic acquirers and private equity buyers and who knows how to frame our story around growth durability rather than hype.
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 |
|---|---|---|---|---|
| Reddit Comments | -0.684 | 46.8% | 5 | Dominant |
| Best Search Engine RankLower rank = better | +0.167 | 2.8% | 28 | Confirmed |
| Avg Search Engine RankLower rank = better | +0.143 | 2% | 28 | Confirmed |
| Search Engine Appearances | +0.124 | 1.5% | 28 | Confirmed |
| PageRank | +0.082 | 0.7% | 68 | Emerging |
| Homepage Keywords | +0.078 | 0.6% | 62 | Emerging |
| Reddit Posts | +0.050 | 0.3% | 8 | Emerging |
| Backlink Count | +0.049 | 0.2% | 68 | Baseline |
| Common Crawl | -0.042 | 0.2% | 29 | Baseline |
| HC | +0.027 | 0.1% | 68 | Baseline |
How often AI recommended each domain when answering Tech SaaS Founder queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| feinternational.com | 60.0% | 9 | 2 | 917 | 57 | 30.4K | 396 | 573 | 1 | — | — | — | 112 | M&A advisory boutiques |
| softwareequity.com | 48.0% | 57 | 1 | 193 | 49 | 6.2K | 1.3K | 169 | — | — | 10 | — | 100 | M&A advisory boutiques |
| codeadvisors.com | 48.0% | — | — | 5 | 9 | 121 | 13 | — | — | — | — | — | — | M&A advisory boutiques |
| vista-point.com | 48.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| agcb.com | 40.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| agcpartners.com | 36.0% | 5 | 12 | 62 | 33 | 2.3K | 78 | 3 | — | — | 9 | — | 140 | M&A advisory boutiques |
| qatalyst.com | 36.0% | — | — | 46 | 41 | 1.9K | 38 | 2 | — | — | — | — | 12 | M&A advisory boutiques |
| corumgroup.com | 28.0% | — | — | 118 | 39 | 3.4K | — | 1 | — | — | 19 | — | 28 | M&A advisory boutiques |
| quartoninternational.com | 24.0% | — | — | 7 | 21 | 199 | — | — | — | — | — | — | — | M&A advisory boutiques |
| quarton.com | 20.0% | — | — | 53 | 24 | 1.5K | — | — | — | — | — | — | 24 | M&A advisory boutiques |
| code-advisors.com | 16.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| canaccordgenuity.com | 16.0% | 27 | 6 | 494 | 53 | 14.8K | 319 | — | — | — | 11 | — | 52 | M&A advisory boutiques |
| drake-star.com | 16.0% | — | — | 1 | 4 | 43 | — | — | — | — | — | — | 40 | M&A advisory boutiques |
| parkergale.com | 16.0% | — | — | 56 | 32 | 1.9K | 242 | — | — | — | — | — | 8 | M&A advisory boutiques |
| foundersib.com | 16.0% | 17 | 11 | 45 | 26 | 1.5K | 113 | 23 | — | — | — | — | 36 | M&A advisory boutiques |
| rarecapital.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| equiteq.com | 12.0% | 2 | 33 | 56 | 31 | 1.9K | 49 | — | — | — | — | — | 84 | M&A advisory boutiques |
| petskyprunier.com | 12.0% | — | — | 18 | 18 | 774 | 13 | 1 | — | 21 | 2 | — | 23 | M&A advisory boutiques |
| architectpartners.com | 12.0% | — | — | 93 | 29 | 2.7K | — | 20 | — | — | 128 | — | 171 | M&A advisory boutiques |
| codeandco.com | 8.0% | — | — | 13 | 31 | 232 | — | — | — | — | — | — | 80 | M&A advisory boutiques |
| vista-pointadvisors.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| raefordcapital.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| quartermainadvisors.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| corrumgroup.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| aquaa.com | 8.0% | — | — | 11 | 17 | 374 | — | — | — | — | — | — | 28 | M&A advisory boutiques |
Domains in Google search results for Tech SaaS Founder queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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.
We may sell outright, recapitalize, or find a partner, but whatever path we choose must respect family dynamics, employee loyalty, and the legacy attached to the company name.
I want an advisor who can help us evaluate options calmly, build consensus among stakeholders with different priorities, and avoid the common mistakes that happen when a family delays planning too long.
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 |
|---|---|---|---|---|
| Avg Search Engine RankLower rank = better | +0.164 | 2.7% | 43 | Confirmed |
| Common Crawl | -0.148 | 2.2% | 43 | Confirmed |
| Homepage Keywords | -0.090 | 0.8% | 84 | Emerging |
| HC | +0.085 | 0.7% | 88 | Emerging |
| Backlink Count | +0.081 | 0.7% | 88 | Emerging |
| Best Search Engine RankLower rank = better | +0.052 | 0.3% | 43 | Emerging |
| PageRank | +0.041 | 0.2% | 88 | Baseline |
| Search Engine Appearances | -0.006 | 0% | 43 | Baseline |
How often AI recommended each domain when answering Family Business Succession queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| woodbridgegrp.com | 92.0% | 16 | 3 | 34 | 32 | 1.1K | 690 | 36 | — | — | 8 | — | 120 | M&A advisory boutiques |
| generational.com | 56.0% | 12 | 1 | 75 | 39 | 2.2K | 413 | 19 | — | — | — | — | 88 | M&A advisory boutiques |
| divestopedia.com | 44.0% | 12 | 15 | 369 | 41 | 7.8K | 619 | — | — | — | 162 | — | 140 | M&A advisory boutiques |
| generationalgroup.com | 32.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| stout.com | 32.0% | 43 | 3 | 356 | 48 | 12.5K | 676 | 1 | — | — | 43 | — | 115 | Corporate tax advisory, M&A advisory boutiques |
| capstonepartners.com | 28.0% | 60 | 3 | 251 | 41 | 7.9K | 1.5K | — | — | — | — | — | 232 | M&A advisory boutiques |
| cccapitaladvisors.com | 16.0% | — | — | 3 | 9 | 132 | — | — | — | — | — | — | 96 | M&A advisory boutiques |
| pmcf.com | 16.0% | 16 | 1 | 31 | 29 | 1.3K | 344 | 77 | — | — | — | — | 140 | M&A advisory boutiques |
| gfdata.com | 16.0% | — | — | 53 | 25 | 1.5K | 59 | 74 | — | — | — | — | 40 | M&A advisory boutiques |
| ccgpartners.com | 12.0% | — | — | — | — | — | — | 6 | — | — | — | — | 8 | M&A advisory boutiques |
| genesiscapitaladvisors.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| ccimergers.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| tmcapital.com | 12.0% | 6 | 9 | 36 | 31 | 1.1K | 3 | — | — | — | — | — | 56 | M&A advisory boutiques |
| transituscap.com | 12.0% | — | — | 81 | 12 | 1.8K | — | 95 | — | — | — | — | 52 | M&A advisory boutiques |
| cascade-partners.com | 12.0% | 2 | 53 | 47 | 28 | 1.5K | — | 10 | — | — | — | — | — | M&A advisory boutiques |
| meritinvestmentbanking.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| transactcap.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| ccrcro.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| familybusinesscenter.com | 8.0% | 2 | 21 | 247 | 43 | 6.1K | 340 | 85 | 2 | — | — | — | 60 | M&A advisory boutiques |
| jmwilkerson.com | 8.0% | 1 | 3 | 10 | 12 | 219 | 6 | — | — | — | — | — | 44 | M&A advisory boutiques |
| cascadia.com | 8.0% | 2 | 40 | 192 | 25 | 2K | 15 | — | — | — | — | — | — | M&A advisory boutiques |
| browngribbonslang.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| browngibbonslang.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| bglco.com | 8.0% | 29 | 18 | 92 | 31 | 3.3K | 362 | 9 | — | — | — | — | 52 | M&A advisory boutiques, Market research & insights firms |
| patrickcapitalmarkets.com | 8.0% | — | — | 1 | 4 | 22 | — | — | — | — | — | — | 84 | M&A advisory boutiques |
Domains in Google search results for Family Business Succession queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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 advisors who understand regional buyer and seller expectations, local market norms, regulatory issues, currency considerations, and the practical realities of diligence when multiple jurisdictions are involved.
It is important that they can help with target identification, culturally aware outreach, and communication across management teams that may have very different decision-making styles.
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 |
|---|---|---|---|---|
| Reddit Posts | +0.500 | 25% | 5 | Dominant |
| Common Crawl | +0.406 | 16.5% | 32 | Dominant |
| Best Search Engine RankLower rank = better | -0.301 | 9% | 26 | Dominant |
| Search Engine Appearances | -0.291 | 8.5% | 26 | Strong |
| Avg Search Engine RankLower rank = better | +0.278 | 7.7% | 26 | Strong |
| PageRank | +0.176 | 3.1% | 68 | Confirmed |
| Backlink Count | +0.163 | 2.7% | 68 | Confirmed |
| HC | +0.090 | 0.8% | 68 | Emerging |
| Homepage Keywords | +0.073 | 0.5% | 65 | Emerging |
How often AI recommended each domain when answering Cross-Border Acquirer queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| oaklins.com | 92.0% | 6 | 6 | 236 | 48 | 6.4K | 367 | — | — | — | — | — | 52 | M&A advisory boutiques |
| globalscopepartners.com | 92.0% | 3 | 40 | 44 | 33 | 672 | 122 | 2 | — | — | — | — | 36 | M&A advisory boutiques |
| translinkcf.com | 84.0% | 3 | 19 | 48 | 32 | 1K | 56 | 63 | — | — | — | — | 116 | M&A advisory boutiques |
| crossborderadvisory.com | 48.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| pandionpartners.com | 48.0% | — | — | 18 | 27 | 289 | 184 | — | — | — | — | — | 24 | M&A advisory boutiques |
| clairfield.com | 36.0% | 6 | 7 | 78 | 35 | 2K | 217 | 2 | — | — | — | — | 72 | M&A advisory boutiques |
| livingstonepartners.com | 20.0% | 19 | 9 | 63 | 35 | 2.1K | 167 | 6 | — | — | 11 | — | 56 | M&A advisory boutiques |
| mcfcorporatefinance.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| equiteq.com | 20.0% | 2 | 33 | 56 | 31 | 1.9K | 49 | — | — | — | — | — | 84 | M&A advisory boutiques |
| arc-group.com | 16.0% | 1 | 87 | 173 | 39 | 4.5K | 150 | 48 | 1 | — | 61 | — | 112 | M&A advisory boutiques |
| bda.com | 16.0% | — | — | 15 | 29 | 548 | 64 | 5 | — | — | — | — | — | M&A advisory boutiques |
| corporatefinanceineurope.eu | 16.0% | 1 | 26 | 30 | 22 | 489 | 66 | — | — | — | — | — | 104 | M&A advisory boutiques |
| advior.com | 16.0% | — | — | 13 | 29 | 437 | 29 | 4 | — | — | — | — | 84 | M&A advisory boutiques |
| alantra.com | 12.0% | 4 | 21 | 237 | 41 | 7.5K | 274 | 14 | — | — | 6 | — | 40 | M&A advisory boutiques |
| cfi.co | 12.0% | 2 | 60 | 1K | 48 | 18.1K | 27 | 918 | — | — | 280 | — | 70 | M&A advisory boutiques |
| interpath.com | 12.0% | 1 | 38 | 74 | 37 | 2.5K | 11 | 54 | 6 | 2 | — | — | 12 | M&A advisory boutiques |
| mcfcorpfin.com | 12.0% | 11 | 3 | 44 | 32 | 1.3K | 86 | — | — | — | 2 | — | 56 | M&A advisory boutiques |
| cdr-inc.com | 8.0% | — | — | 176 | 42 | 6.6K | 8 | 7 | — | — | 7 | — | 44 | M&A advisory boutiques |
| lincolninternational.com | 8.0% | 50 | 1 | 282 | 43 | 9.2K | 502 | 90 | — | — | — | — | 96 | M&A advisory boutiques |
| drake-star.com | 8.0% | — | — | 1 | 4 | 43 | — | — | — | — | — | — | 40 | M&A advisory boutiques |
| rothschildandco.com | 8.0% | 23 | 3 | 851 | 50 | 23.7K | 465 | 14 | — | — | 36 | — | 72 | M&A advisory boutiques |
| crossborderma.com | 8.0% | — | — | 1 | 8 | 2 | — | 1 | — | — | — | — | 62 | M&A advisory boutiques |
| pwc.com | 8.0% | 514 | 1 | 57.6K | 77 | 1.7M | 47.4K | 1.5K | 23 | 363 | 1.6K | 59 | 154 | Corporate tax advisory, HR consulting, Legal services for businesses, M&A advisory boutiques, Managed legal services, Tax-prep services for consumers |
| drakestar.com | 8.0% | 3 | 16 | 160 | 43 | 5.6K | 38 | — | — | — | — | — | 80 | M&A advisory boutiques |
| cfiexperts.com | 8.0% | — | — | 1 | 2 | 43 | — | — | — | — | — | — | 20 | M&A advisory boutiques |
Domains in Google search results for Cross-Border Acquirer queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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.
Time matters, but so does judgment.
I need advisors who can quickly understand liquidity constraints, lender dynamics, stakeholder tensions, and what aspects of the business are still attractive to buyers.
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 | +0.322 | 10.4% | 62 | Dominant |
| Reddit Comments | +0.301 | 9% | 12 | Dominant |
| PageRank | +0.242 | 5.9% | 62 | Strong |
| Reddit Posts | -0.220 | 4.8% | 10 | Strong |
| Backlink Count | +0.203 | 4.1% | 62 | Strong |
| Best Search Engine RankLower rank = better | +0.190 | 3.6% | 34 | Confirmed |
| Wikidata | -0.143 | 2% | 6 | Confirmed |
| Search Engine Appearances | +0.115 | 1.3% | 34 | Confirmed |
| Avg Search Engine RankLower rank = better | +0.108 | 1.2% | 34 | Confirmed |
| Common Crawl | +0.050 | 0.3% | 39 | Emerging |
| Homepage Keywords | +0.046 | 0.2% | 54 | Baseline |
How often AI recommended each domain when answering Distressed Business Owner queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| greenhill.com | 68.0% | — | — | 87 | 38 | 3.3K | 101 | — | — | — | 17 | — | 80 | M&A advisory boutiques |
| stout.com | 48.0% | 43 | 3 | 356 | 48 | 12.5K | 676 | 1 | — | — | 43 | — | 115 | Corporate tax advisory, M&A advisory boutiques |
| moelis.com | 44.0% | 26 | 2 | 216 | 41 | 7.3K | 150 | 6 | — | — | 32 | — | 36 | M&A advisory boutiques |
| soliccapital.com | 44.0% | 1 | 12 | 10 | 14 | 345 | 52 | — | — | — | — | — | 72 | M&A advisory boutiques |
| hl.com | 40.0% | 106 | 1 | 681 | 52 | 22.6K | 1.3K | 258 | 3 | 24 | 66 | — | 124 | Legal services for businesses, M&A advisory boutiques |
| lincolninternational.com | 40.0% | 50 | 1 | 282 | 43 | 9.2K | 502 | 90 | — | — | — | — | 96 | M&A advisory boutiques |
| gordonsbrothers.com | 32.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| phoenixmanagement.com | 32.0% | — | — | 22 | 17 | 911 | — | 8 | — | — | — | — | 113 | M&A advisory boutiques |
| focalpointllc.com | 28.0% | — | — | 17 | 15 | 635 | — | — | — | — | — | — | 60 | M&A advisory boutiques |
| pjtpartners.com | 24.0% | 24 | 37 | 158 | 42 | 5.2K | 82 | 15 | — | — | 16 | 16 | 24 | M&A advisory boutiques |
| macco.group | 24.0% | — | — | 7 | 9 | 256 | — | — | 5 | 1 | — | — | 8 | M&A advisory boutiques |
| accordion.com | 24.0% | 27 | 9 | 93 | 44 | 3.1K | 195 | — | — | — | 23 | — | 48 | Corporate tax advisory, M&A advisory boutiques |
| hilcoglobal.com | 20.0% | — | — | 220 | 56 | 7.4K | 224 | 760 | 6 | 5 | 9 | — | 104 | M&A advisory boutiques |
| guggenheimpartners.com | 20.0% | — | — | 252 | 42 | 8K | 73 | 41 | 2 | 2 | 51 | — | 18 | M&A advisory boutiques |
| lazard.com | 20.0% | 83 | 2 | 2.2K | 56 | 75.5K | 956 | 40 | 6 | 7 | 591 | 17 | 64 | M&A advisory boutiques |
| provincefirm.com | 20.0% | 3 | 30 | 14 | 23 | 490 | 113 | 1 | — | — | — | — | 84 | M&A advisory boutiques |
| configurepartners.com | 20.0% | 9 | 8 | 14 | 20 | 482 | 144 | — | — | — | — | — | 76 | M&A advisory boutiques |
| gordonbrothers.com | 16.0% | — | — | 205 | 41 | 7.3K | — | 2 | — | — | 13 | — | 48 | M&A advisory boutiques |
| gordiangroup.com | 16.0% | 3 | 40 | 23 | 37 | 807 | 20 | 1 | — | — | — | — | — | M&A advisory boutiques |
| ducera.com | 16.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| armorysecurities.com | 16.0% | — | — | — | — | — | — | 3 | — | — | — | — | 16 | M&A advisory boutiques |
| cascade-partners.com | 16.0% | 2 | 53 | 47 | 28 | 1.5K | — | 10 | — | — | — | — | — | M&A advisory boutiques |
| capstonepartners.com | 16.0% | 60 | 3 | 251 | 41 | 7.9K | 1.5K | — | — | — | — | — | 232 | M&A advisory boutiques |
| phoenix-ib.com | 12.0% | 1 | 34 | 4 | 12 | 131 | 691 | — | — | — | — | — | 32 | M&A advisory boutiques |
| glassratner.com | 12.0% | — | — | 27 | 36 | 849 | — | 82 | 1 | — | — | — | 60 | M&A advisory boutiques |
Domains in Google search results for Distressed Business Owner queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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 am often competing for founder-owned businesses without a blind pool of committed capital, so credibility, speed, and creative process management are essential.
I want advisors who can identify proprietary or lightly intermediated deals, help me refine investment theses, and understand how to present my value proposition to sellers who care about partnership and continuity as much as price.
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 | +0.254 | 6.4% | 48 | Strong |
| Search Engine Appearances | +0.212 | 4.5% | 48 | Strong |
| PageRank | +0.165 | 2.7% | 86 | Confirmed |
| Homepage Keywords | +0.165 | 2.7% | 67 | Confirmed |
| Backlink Count | +0.107 | 1.1% | 86 | Confirmed |
| Common Crawl | -0.106 | 1.1% | 42 | Confirmed |
| HC | +0.101 | 1% | 86 | Confirmed |
| Avg Search Engine RankLower rank = better | +0.048 | 0.2% | 48 | Baseline |
How often AI recommended each domain when answering Independent Sponsor queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| woodbridgegrp.com | 100.0% | 16 | 3 | 34 | 32 | 1.1K | 690 | 36 | — | — | 8 | — | 120 | M&A advisory boutiques |
| generational.com | 80.0% | 12 | 1 | 75 | 39 | 2.2K | 413 | 19 | — | — | — | — | 88 | M&A advisory boutiques |
| tmcapital.com | 60.0% | 6 | 9 | 36 | 31 | 1.1K | 3 | — | — | — | — | — | 56 | M&A advisory boutiques |
| capstonepartners.com | 44.0% | 60 | 3 | 251 | 41 | 7.9K | 1.5K | — | — | — | — | — | 232 | M&A advisory boutiques |
| browngibbonslang.com | 24.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| cascade-partners.com | 24.0% | 2 | 53 | 47 | 28 | 1.5K | — | 10 | — | — | — | — | — | M&A advisory boutiques |
| crosskeys.com | 20.0% | — | — | 2 | 1 | 38 | — | — | — | — | — | — | — | M&A advisory boutiques |
| quartonpartners.com | 20.0% | — | — | 1 | 1 | 29 | — | 1 | — | — | — | — | — | M&A advisory boutiques |
| potomaccg.com | 12.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| bglco.com | 12.0% | 29 | 18 | 92 | 31 | 3.3K | 362 | 9 | — | — | — | — | 52 | M&A advisory boutiques, Market research & insights firms |
| franklinpartners.com | 12.0% | — | — | 1 | 19 | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| cornerstoneia.com | 12.0% | 1 | 44 | 21 | 21 | 412 | 295 | 145 | — | — | — | — | 56 | M&A advisory boutiques |
| foundersib.com | 12.0% | 17 | 11 | 45 | 26 | 1.5K | 113 | 23 | — | — | — | — | 36 | M&A advisory boutiques |
| midstreet.com | 12.0% | 11 | 13 | 85 | 38 | 2.3K | 246 | — | — | — | — | — | 64 | M&A advisory boutiques |
| touchstoneadvisors.com | 8.0% | 3 | 5 | 14 | 13 | 390 | 78 | 8 | — | — | — | — | 48 | M&A advisory boutiques |
| benchmarkintl.com | 8.0% | 16 | 4 | 194 | 43 | 5.7K | 546 | — | — | — | — | — | 56 | M&A advisory boutiques |
| franklinstreetpartners.com | 8.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | 14 | M&A advisory boutiques |
| harriswilliams.com | 8.0% | 38 | 2 | 178 | 42 | 6.3K | 393 | 18 | — | — | — | — | 4 | M&A advisory boutiques |
| thefinergroup.com | 8.0% | — | — | 2 | 7 | 45 | — | — | — | — | — | — | 32 | M&A advisory boutiques |
| corporatefinanceassociates.com | 8.0% | — | — | 2 | 6 | 74 | — | — | — | — | — | — | 68 | M&A advisory boutiques |
| divestopedia.com | 8.0% | 12 | 15 | 369 | 41 | 7.8K | 619 | — | — | — | 162 | — | 140 | M&A advisory boutiques |
| greensfelder.com | 8.0% | — | — | 97 | 36 | 3.1K | — | 8 | — | — | — | — | — | M&A advisory boutiques |
| dinancompany.com | 8.0% | 14 | 8 | 20 | 19 | 701 | 197 | — | — | — | — | — | 224 | M&A advisory boutiques |
| madisonstreetcapital.com | 8.0% | 4 | 34 | 19 | 21 | 547 | — | 1 | — | — | — | — | — | M&A advisory boutiques |
| lincolninternational.com | 8.0% | 50 | 1 | 282 | 43 | 9.2K | 502 | 90 | — | — | — | — | 96 | M&A advisory boutiques |
Domains in Google search results for Independent Sponsor queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |
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.
This kind of process is rarely simple because the asset may share systems, people, customers, branding, or facilities with the parent company.
I want an advisor who can help define the perimeter clearly, prepare buyer materials that make the carve-out understandable, and anticipate the questions serious buyers will have about standalone costs, TSA requirements, and operational continuity.
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 |
|---|---|---|---|---|
| Reddit Comments | -0.667 | 44.5% | 5 | Dominant |
| Best Search Engine RankLower rank = better | +0.245 | 6% | 21 | Strong |
| Search Engine Appearances | +0.180 | 3.2% | 21 | Confirmed |
| HC | +0.177 | 3.1% | 30 | Confirmed |
| Avg Search Engine RankLower rank = better | -0.137 | 1.9% | 21 | Confirmed |
| PageRank | +0.131 | 1.7% | 30 | Confirmed |
| Backlink Count | +0.081 | 0.7% | 30 | Emerging |
| Common Crawl | -0.074 | 0.6% | 20 | Emerging |
| Homepage Keywords | +0.062 | 0.4% | 27 | Emerging |
| Reddit Posts | +0.048 | 0.2% | 9 | Baseline |
How often AI recommended each domain when answering Divestiture Program Manager queries within M&A advisory boutiques. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| greenhill.com | 100.0% | — | — | 87 | 38 | 3.3K | 101 | — | — | — | 17 | — | 80 | M&A advisory boutiques |
| lazard.com | 100.0% | 83 | 2 | 2.2K | 56 | 75.5K | 956 | 40 | 6 | 7 | 591 | 17 | 64 | M&A advisory boutiques |
| moelis.com | 92.0% | 26 | 2 | 216 | 41 | 7.3K | 150 | 6 | — | — | 32 | — | 36 | M&A advisory boutiques |
| evercore.com | 92.0% | 38 | 19 | 446 | 47 | 15.5K | 607 | 5 | — | 5 | 37 | 19 | 64 | M&A advisory boutiques |
| lincolninternational.com | 92.0% | 50 | 1 | 282 | 43 | 9.2K | 502 | 90 | — | — | — | — | 96 | M&A advisory boutiques |
| rothschildandco.com | 92.0% | 23 | 3 | 851 | 50 | 23.7K | 465 | 14 | — | — | 36 | — | 72 | M&A advisory boutiques |
| houlihanlokey.com | 76.0% | — | — | 1 | 0 | 9 | — | — | — | — | — | — | 60 | Corporate tax advisory, Legal services for businesses, M&A advisory boutiques |
| jefferies.com | 60.0% | 4 | 22 | 1.2K | 56 | 36.7K | 471 | 94 | — | 4 | 60 | — | 68 | M&A advisory boutiques |
| pjtpartners.com | 44.0% | 24 | 37 | 158 | 42 | 5.2K | 82 | 15 | — | — | 16 | 16 | 24 | M&A advisory boutiques |
| perellaweinberg.com | 40.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| williamblair.com | 28.0% | 33 | 4 | 510 | 53 | 16.6K | 593 | 69 | 2 | 2 | 18 | — | 68 | M&A advisory boutiques |
| guggenheimpartners.com | 24.0% | — | — | 252 | 42 | 8K | 73 | 41 | 2 | 2 | 51 | — | 18 | M&A advisory boutiques |
| harriswilliams.com | 20.0% | 38 | 2 | 178 | 42 | 6.3K | 393 | 18 | — | — | — | — | 4 | M&A advisory boutiques |
| ducera.com | 16.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| soliccapital.com | 12.0% | 1 | 12 | 10 | 14 | 345 | 52 | — | — | — | — | — | 72 | M&A advisory boutiques |
| marshall-stevens.com | 12.0% | 3 | 27 | 41 | 28 | 996 | 78 | 1 | — | — | — | — | 123 | M&A advisory boutiques |
| stout.com | 12.0% | 43 | 3 | 356 | 48 | 12.5K | 676 | 1 | — | — | 43 | — | 115 | Corporate tax advisory, M&A advisory boutiques |
| stifel.com | 8.0% | 72 | 4 | 1.1K | 55 | 32.4K | 903 | 159 | — | 2 | 31 | — | 100 | Brokerage & wealth-management apps, M&A advisory boutiques |
| tmcapital.com | 8.0% | 6 | 9 | 36 | 31 | 1.1K | 3 | — | — | — | — | — | 56 | M&A advisory boutiques |
| centerviewpartners.com | 4.0% | 9 | 16 | 94 | 35 | 3.3K | 220 | — | — | — | — | — | 24 | M&A advisory boutiques |
| zaoui.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | M&A advisory boutiques |
| raine.com | 4.0% | 1 | 70 | 102 | 34 | 3.4K | 9 | 36 | — | — | 3 | — | 44 | M&A advisory boutiques |
| houlie.com | 4.0% | — | — | 1 | 0 | 9 | — | — | — | — | — | — | 2 | M&A advisory boutiques |
| liontree.com | 4.0% | — | — | 61 | 36 | 2.1K | 25 | 41 | — | — | — | — | 20 | M&A advisory boutiques |
| deutsche-numis.com | 4.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | — | M&A advisory boutiques |
Domains in Google search results for Divestiture Program Manager queries within M&A advisory boutiques. 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 | pwc.com | 57.6K | 1.7M | 40.0000 | 81.4% | |
| 2 | jpmorgan.com | 19.3K | 517.9K | 38.0000 | 73.2% | |
| 3 | bain.com | 19.2K | 614.3K | 38.0000 | 77.0% | |
| 4 | bmo.com | 6.4K | 149.6K | 34.0000 | 59.7% | |
| 5 | rbc.com | 5K | 134.2K | 35.0000 | 67.4% | |
| 6 | kroll.com | 3.6K | 113.5K | 28.0000 | 58.8% | |
| 7 | key.com | 2.7K | 78.3K | 34.0000 | 61.8% | |
| 8 | lazard.com | 2.2K | 75.5K | 25.0000 | 99.9% | |
| 9 | simon-kucher.com | 2K | 65.7K | 25.0000 | 50.0% | |
| 10 | macquarie.com | 1.8K | 53.5K | 35.0000 | 51.1% | |
| 11 | bakertilly.com | 1.6K | 50.4K | 25.0000 | 69.4% | |
| 12 | allenovery.com | 1.3K | 43.9K | 25.0000 | 67.4% | |
| 13 | ccim.com | 1.3K | 27.8K | 23.0000 | 35.6% | |
| 14 | jefferies.com | 1.2K | 36.7K | 33.0000 | 95.3% | |
| 15 | stifel.com | 1.1K | 32.4K | 25.0000 | 52.5% | |
| 16 | industryarc.com | 1K | 34.9K | 25.0000 | 59.9% | |
| 17 | cfi.co | 1K | 18.1K | 24.0000 | 88.5% | |
| 18 | rws.com | 933 | 30.8K | 34.0000 | 19.3% | |
| 19 | feinternational.com | 917 | 30.4K | 34.0000 | 94.4% | |
| 20 | rothschildandco.com | 851 | 23.7K | 24.0000 | 98.5% | |
| 21 | kaufmanhall.com | 737 | 26.1K | 24.0000 | 59.0% | |
| 22 | themiddlemarket.com | 724 | 24.3K | 24.0000 | 84.6% | |
| 23 | marcumllp.com | 686 | 20.7K | 22.0000 | 67.2% | |
| 24 | hl.com | 681 | 22.6K | 25.0000 | 70.1% | |
| 25 | westmonroe.com | 663 | 24.9K | 26.0000 | 59.4% |