Car-wash chains
Wikipedia Citations ρ=-0.700A 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 Car-wash chains industry covers 200 domains in this dataset. The most LLM-recommended vendors include mistercarwash.com and crewcarwash.com and take5carwashes.com.
Within this industry, the strongest predictor of LLM recommendations is Wikipedia Citations (ρ=-0.700, n=5 (vs. ρ=0.077 across all industries)). Search Engine Appearances follows as second-strongest (ρ=0.500).
crewcarwash.com, take5carwashes.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, goo.gl, shell.com hold strong backlink authority but rank lower in LLM recommendations — a reminder that web scale alone does not guarantee AI visibility.
9 signals show a strong or dominant correlation within this category: Wikipedia Citations (ρ=-0.700), Search Engine Appearances (ρ=0.500), Best Search Engine Rank (ρ=0.480), Backlink Count (ρ=0.469), BL Authority (ρ=0.468), BL Authority (Exp) (ρ=0.445), PageRank (ρ=0.406), HC (ρ=0.342), SE Outbound Links (ρ=0.331).
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 200 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 |
|---|---|---|---|---|
| Wikipedia Citations | -0.700 | 49% | 5 | Dominant |
| Search Engine Appearances | +0.500 | 25% | 61 | Dominant |
| Best Search Engine Rank | +0.480 | 23.1% | 61 | Dominant |
| Backlink Count | +0.469 | 22% | 104 | Dominant |
| BL Authority | +0.468 | 21.9% | 95 | Dominant |
| BL Authority (Exp) | +0.445 | 19.8% | 95 | Dominant |
| PageRank | +0.406 | 16.5% | 104 | Dominant |
| HC | +0.342 | 11.7% | 104 | Dominant |
| SE Outbound Links | +0.331 | 10.9% | 64 | Dominant |
| Homepage Keywords | +0.199 | 4% | 95 | Confirmed |
| Common Crawl | +0.127 | 1.6% | 46 | Confirmed |
| Reddit Posts | +0.123 | 1.5% | 10 | Confirmed |
| Reddit Comments | +0.058 | 0.3% | 16 | Emerging |
| Avg Search Engine Rank | +0.056 | 0.3% | 61 | Emerging |
| Wikidata | — | 0% | 1 | No data |
How often AI models recommended each domain when answering Car-wash chains 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mistercarwash.com | 77.5% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| crewcarwash.com | 74.9% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| take5carwashes.com | 74.2% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| quickquackcarwash.com | 73.8% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| tommys-express.com | 69.8% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| zipscarwash.com | 54.2% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| superstarcarwashaz.com | 46.5% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| modwash.com | 45.8% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| gocarwash.com | 45.1% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| clubcarwash.com | 40.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| goo-gooexpresswash.com | 36.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| whistleexpresscarwash.com | 23.3% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| supersoniccarwash.com | 20.4% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| quickquack.com | 19.3% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| zips.com | 17.1% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| autobell.com | 13.1% | 23 | 2 | 109 | 37 | 3.1K | 259 | — | — | — | — | — | 8 | Car-wash chains |
| tommyscarwash.com | 13.1% | — | — | 1 | 2 | 25 | — | — | — | — | — | — | 68 | Car-wash chains |
| elcarwash.com | 10.9% | 54 | 11 | 49 | 34 | 1.5K | 432 | 172 | — | 3 | — | — | — | Car-wash chains |
| mrcarwash.com | 9.1% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| finishlinecarwash.com | 9.1% | — | — | — | — | — | — | — | — | — | — | — | 48 | Car-wash chains |
| waterway.com | 9.1% | 58 | 1 | 65 | 28 | 1.7K | 822 | 7 | — | — | — | — | 136 | Car-wash chains |
| sparkleexpresscarwash.com | 9.1% | — | — | 1 | 2 | — | — | — | — | — | — | — | — | Car-wash chains |
| mrcleancarwash.com | 8.7% | 43 | 6 | 85 | 27 | 2.2K | 581 | — | — | — | — | — | 64 | Car-wash chains |
| washmefast.com | 8.4% | 1 | 40 | 4 | 12 | 78 | 4 | — | — | — | — | — | 52 | Car-wash chains |
| supersonicwash.com | 7.6% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
Domains appearing most frequently in Google search results for Car-wash chains 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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 Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mistercarwash.com | 100.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| take5carwashes.com | 96.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| crewcarwash.com | 80.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| quickquackcarwash.com | 80.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| zipscarwash.com | 68.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| superstarcarwashaz.com | 64.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| tommys-express.com | 56.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| goo-gooexpresswash.com | 44.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| clubcarwash.com | 28.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| modwash.com | 28.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| gocarwash.com | 24.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| autobell.com | 20.0% | 23 | 2 | 109 | 37 | 3.1K | 259 | — | — | — | — | — | 8 | Car-wash chains |
| quickquack.com | 20.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| washdepot.com | 20.0% | — | — | 6 | 8 | 93 | — | 5 | — | — | — | — | — | Car-wash chains |
| zips.com | 16.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| sparkleexpresscarwash.com | 16.0% | — | — | 1 | 2 | — | — | — | — | — | — | — | — | Car-wash chains |
| supersonicwash.com | 16.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| whistleexpresscarwash.com | 16.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| elcarwash.com | 12.0% | 54 | 11 | 49 | 34 | 1.5K | 432 | 172 | — | 3 | — | — | — | Car-wash chains |
| washmefast.com | 12.0% | 1 | 40 | 4 | 12 | 78 | 4 | — | — | — | — | — | 52 | Car-wash chains |
| supersoniccarwash.com | 12.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| mrwash.com | 8.0% | 16 | 6 | 18 | 17 | 471 | 81 | 11 | 1 | — | — | — | 32 | Car-wash chains |
| gowash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | 52 | Car-wash chains |
| cleancarwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| brownbear.com | 8.0% | 67 | 1 | 75 | 28 | 2.2K | 547 | 4 | 2 | — | 8 | — | 124 | Car-wash chains |
Domains in Google search results for neutral queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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 car gets messy fast from snack crumbs, muddy shoes, spilled drinks, and dog hair, so I care about convenience, speed, and predictable quality more than anything.
I want locations near the routes I already drive, long hours, easy membership plans, and a wash that actually handles family-level dirt without me having to think about it.
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 | +0.700 | 49% | 5 | Dominant |
| Best Search Engine RankLower rank = better | +0.612 | 37.4% | 17 | Dominant |
| Backlink Count | +0.582 | 33.8% | 26 | Dominant |
| PageRank | +0.567 | 32.1% | 26 | Dominant |
| HC | +0.566 | 32.1% | 26 | Dominant |
| Search Engine Appearances | +0.344 | 11.8% | 17 | Dominant |
| Avg Search Engine RankLower rank = better | +0.263 | 6.9% | 17 | Strong |
| Common Crawl | +0.252 | 6.4% | 17 | Strong |
| Reddit Comments | +0.090 | 0.8% | 6 | Emerging |
| Homepage Keywords | -0.045 | 0.2% | 19 | Baseline |
How often AI recommended each domain when answering Busy suburban parent queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mistercarwash.com | 100.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| tommys-express.com | 96.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| quickquackcarwash.com | 92.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| take5carwashes.com | 84.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| zipscarwash.com | 80.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| modwash.com | 68.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| clubcarwash.com | 64.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| gocarwash.com | 64.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| crewcarwash.com | 60.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| whistleexpresscarwash.com | 44.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| superstarcarwashaz.com | 32.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| goo-gooexpresswash.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| supersonicwash.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| supersoniccarwash.com | 20.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| sparkleexpresscarwash.com | 16.0% | — | — | 1 | 2 | — | — | — | — | — | — | — | — | Car-wash chains |
| take5carwash.com | 12.0% | — | — | 13 | 19 | 416 | — | 1 | — | — | — | — | — | Car-wash chains |
| zips.com | 12.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| waterway.com | 12.0% | 58 | 1 | 65 | 28 | 1.7K | 822 | 7 | — | — | — | — | 136 | Car-wash chains |
| washu.com | 12.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | — | Car-wash chains |
| elcarwash.com | 12.0% | 54 | 11 | 49 | 34 | 1.5K | 432 | 172 | — | 3 | — | — | — | Car-wash chains |
| quickquack.com | 8.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| mammothholdings.com | 8.0% | 1 | 46 | 20 | 17 | 541 | 147 | 12 | — | — | — | — | 36 | Car-wash chains |
| goautowash.com | 4.0% | — | — | 1 | 0 | 10 | — | — | — | — | — | — | — | Car-wash chains |
| washmetrix.com | 4.0% | — | — | 63 | 22 | 1.4K | — | 37 | — | — | — | — | 76 | Car-wash chains |
| goosexpresswash.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
Domains in Google search results for Busy suburban parent queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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’m usually making decisions based on convenience, consistency, and whether a car-wash chain fits into my weekday routine.
I want locations near office corridors, commuter routes, gas stations, or shopping centers I already use, and I value fast in-and-out service that doesn’t derail my schedule.
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 | +0.600 | 36% | 5 | Dominant |
| Search Engine Appearances | +0.519 | 26.9% | 20 | Dominant |
| Backlink Count | +0.472 | 22.3% | 31 | Dominant |
| HC | +0.463 | 21.4% | 31 | Dominant |
| Best Search Engine RankLower rank = better | +0.454 | 20.6% | 20 | Dominant |
| PageRank | +0.425 | 18.1% | 31 | Dominant |
| Reddit Comments | +0.265 | 7% | 6 | Strong |
| Homepage Keywords | +0.241 | 5.8% | 29 | Strong |
| Common Crawl | +0.219 | 4.8% | 19 | Strong |
| Avg Search Engine RankLower rank = better | +0.125 | 1.6% | 20 | Confirmed |
How often AI recommended each domain when answering Daily commuter professional queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mistercarwash.com | 100.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| take5carwashes.com | 88.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| tommys-express.com | 88.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| quickquackcarwash.com | 80.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| zipscarwash.com | 76.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| crewcarwash.com | 60.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| modwash.com | 60.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| clubcarwash.com | 56.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| goo-gooexpresswash.com | 48.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| superstarcarwashaz.com | 40.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| gocarwash.com | 36.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| whistleexpresscarwash.com | 28.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| elcarwash.com | 24.0% | 54 | 11 | 49 | 34 | 1.5K | 432 | 172 | — | 3 | — | — | — | Car-wash chains |
| quickquack.com | 20.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| washmetals.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| washmefast.com | 20.0% | 1 | 40 | 4 | 12 | 78 | 4 | — | — | — | — | — | 52 | Car-wash chains |
| flagstopcarwash.com | 12.0% | 18 | 35 | 36 | 24 | 1K | 244 | 4 | — | — | — | — | 168 | Car-wash chains |
| sparkleexpresscarwash.com | 12.0% | — | — | 1 | 2 | — | — | — | — | — | — | — | — | Car-wash chains |
| take5carwash.com | 8.0% | — | — | 13 | 19 | 416 | — | 1 | — | — | — | — | — | Car-wash chains |
| washu.com | 8.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | — | Car-wash chains |
| go-carwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| washmetrix.com | 8.0% | — | — | 63 | 22 | 1.4K | — | 37 | — | — | — | — | 76 | Car-wash chains |
| zips.com | 8.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| supersonicwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| mammothholdings.com | 8.0% | 1 | 46 | 20 | 17 | 541 | 147 | 12 | — | — | — | — | 36 | Car-wash chains |
Domains in Google search results for Daily commuter professional queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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 a car-wash chain that helps me keep my vehicle clean constantly, affordably, and fast because passengers notice everything, from exterior shine to dust on the dashboard.
My ideal option is a chain with unlimited monthly plans, many locations across the city, extended hours, and quick wash cycles that fit between trips.
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 | +0.600 | 36% | 5 | Dominant |
| Best Search Engine RankLower rank = better | +0.512 | 26.2% | 22 | Dominant |
| PageRank | +0.469 | 22% | 29 | Dominant |
| HC | +0.430 | 18.5% | 29 | Dominant |
| Search Engine Appearances | +0.413 | 17.1% | 22 | Dominant |
| Backlink Count | +0.397 | 15.7% | 29 | Dominant |
| Avg Search Engine RankLower rank = better | +0.305 | 9.3% | 22 | Dominant |
| Common Crawl | +0.179 | 3.2% | 21 | Confirmed |
| Homepage Keywords | -0.151 | 2.3% | 26 | Confirmed |
| Reddit Comments | +0.088 | 0.8% | 6 | Emerging |
How often AI recommended each domain when answering Rideshare vehicle driver queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mistercarwash.com | 92.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| take5carwashes.com | 88.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| clubcarwash.com | 80.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| quickquackcarwash.com | 80.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| tommys-express.com | 72.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| gocarwash.com | 64.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| superstarcarwashaz.com | 60.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| zipscarwash.com | 60.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| crewcarwash.com | 56.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| supersoniccarwash.com | 32.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| modwash.com | 32.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| whistleexpresscarwash.com | 28.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| goo-gooexpresswash.com | 24.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| quickquack.com | 20.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| elcarwash.com | 20.0% | 54 | 11 | 49 | 34 | 1.5K | 432 | 172 | — | 3 | — | — | — | Car-wash chains |
| tommyscarwash.com | 16.0% | — | — | 1 | 2 | 25 | — | — | — | — | — | — | 68 | Car-wash chains |
| watershedcarwash.com | 16.0% | 7 | 9 | 16 | 15 | 233 | 149 | 9 | — | — | — | — | 36 | Car-wash chains |
| take5carwash.com | 12.0% | — | — | 13 | 19 | 416 | — | 1 | — | — | — | — | — | Car-wash chains |
| zipswash.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| washmefast.com | 12.0% | 1 | 40 | 4 | 12 | 78 | 4 | — | — | — | — | — | 52 | Car-wash chains |
| racewaycarwash.com | 12.0% | 9 | 2 | 29 | 20 | 844 | 236 | 218 | — | — | — | — | 40 | Car-wash chains |
| zips.com | 8.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| washmetals.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| washmetromatters.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| mrcarwash.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
Domains in Google search results for Rideshare vehicle driver queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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.
For me, this is not just about removing dirt; it’s about preserving paint, wheels, trim, glass, and the overall appearance of a car I’ve invested heavily in.
I’m looking for chains that offer high-quality wash technology, soft-touch or truly safe touchless options, premium chemicals, ceramic or sealant add-ons, and staff who seem knowledgeable rather than rushed.
Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern above.
Differences from the overall industry table reveal which signals matter specifically for reaching this audience — useful for targeting content strategy and acquisition priorities for this segment.
| Signal | ρ (Spearman) | R² | n | Rank Influence |
|---|---|---|---|---|
| Backlink Count | +0.335 | 11.2% | 46 | Dominant |
| PageRank | +0.301 | 9.1% | 46 | Dominant |
| HC | +0.295 | 8.7% | 46 | Strong |
| Reddit Posts | +0.257 | 6.6% | 6 | Strong |
| Best Search Engine RankLower rank = better | +0.135 | 1.8% | 30 | Confirmed |
| Search Engine Appearances | +0.108 | 1.2% | 30 | Confirmed |
| Common Crawl | -0.102 | 1% | 27 | Confirmed |
| Reddit Comments | -0.062 | 0.4% | 12 | Emerging |
| Homepage Keywords | +0.049 | 0.2% | 42 | Baseline |
| Avg Search Engine RankLower rank = better | +0.036 | 0.1% | 30 | Baseline |
How often AI recommended each domain when answering Luxury car enthusiast queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| crewcarwash.com | 100.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| autobell.com | 68.0% | 23 | 2 | 109 | 37 | 3.1K | 259 | — | — | — | — | — | 8 | Car-wash chains |
| detailxperts.com | 64.0% | 1 | 71 | 56 | 23 | 900 | 123 | 26 | 1 | — | — | — | 164 | Car-wash chains |
| goo-gooexpresswash.com | 56.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| tommys-express.com | 56.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| quickquackcarwash.com | 48.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| mrcleancarwash.com | 36.0% | 43 | 6 | 85 | 27 | 2.2K | 581 | — | — | — | — | — | 64 | Car-wash chains |
| mrcarwash.com | 32.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| modwash.com | 32.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| waterway.com | 32.0% | 58 | 1 | 65 | 28 | 1.7K | 822 | 7 | — | — | — | — | 136 | Car-wash chains |
| quickquack.com | 32.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| finishlinecarwash.com | 24.0% | — | — | — | — | — | — | — | — | — | — | — | 48 | Car-wash chains |
| delta-sonic.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| mistercarwash.com | 20.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| zips.com | 20.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| boomerangcarwash.com | 16.0% | — | — | 1 | 2 | 1 | — | — | — | — | — | — | 60 | Car-wash chains |
| brownbear.com | 16.0% | 67 | 1 | 75 | 28 | 2.2K | 547 | 4 | 2 | — | 8 | — | 124 | Car-wash chains |
| washmenow.com | 16.0% | — | — | — | — | — | — | — | — | — | — | — | 68 | Car-wash chains |
| detailgarage.com | 12.0% | — | — | 50 | 22 | 1.1K | — | 10 | — | — | — | — | 16 | Car-wash chains |
| primecarwash.com | 12.0% | 19 | 14 | 26 | 15 | 619 | 284 | 2 | 1 | — | — | — | 52 | Car-wash chains |
| washos.com | 12.0% | 7 | 10 | 64 | 33 | 2K | 147 | 2 | — | — | — | — | 248 | Car-wash chains |
| camelotcarwash.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| watershedcarwash.com | 12.0% | 7 | 9 | 16 | 15 | 233 | 149 | 9 | — | — | — | — | 36 | Car-wash chains |
| superstarcarwashaz.com | 12.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| tommyscarwash.com | 12.0% | — | — | 1 | 2 | 25 | — | — | — | — | — | — | 68 | Car-wash chains |
Domains in Google search results for Luxury car enthusiast queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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 vehicle might be older, and I mostly want it to be clean enough to feel good driving it to campus, work, or social plans without paying for extras I don’t need.
I’m interested in low-cost wash packages, occasional discounts, student promotions, app coupons, and memberships only if they are genuinely cheaper than paying one visit at a time.
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 | +0.529 | 28% | 61 | Dominant |
| Best Search Engine RankLower rank = better | +0.469 | 22% | 61 | Dominant |
| Reddit Posts | +0.414 | 17.1% | 39 | Dominant |
| Common Crawl | +0.352 | 12.4% | 69 | Dominant |
| Reddit Comments | +0.305 | 9.3% | 49 | Dominant |
| Avg Search Engine RankLower rank = better | +0.210 | 4.4% | 61 | Strong |
| Backlink Count | +0.194 | 3.8% | 83 | Confirmed |
| PageRank | +0.167 | 2.8% | 83 | Confirmed |
| HC | +0.141 | 2% | 83 | Confirmed |
| Homepage Keywords | +0.075 | 0.6% | 75 | Emerging |
| Wikidata | -0.056 | 0.3% | 16 | Emerging |
How often AI recommended each domain when answering Budget-Conscious Student queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| take5carwashes.com | 88.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| mistercarwash.com | 84.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| modwash.com | 80.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| quickquackcarwash.com | 76.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| clubcarwash.com | 72.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| zipscarwash.com | 72.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| tommys-express.com | 60.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| superstarcarwashaz.com | 56.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| goo-gooexpresswash.com | 48.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| gocarwash.com | 44.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| crewcarwash.com | 32.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| whistleexpresscarwash.com | 32.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| supersoniccarwash.com | 32.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| tommyscarwash.com | 28.0% | — | — | 1 | 2 | 25 | — | — | — | — | — | — | 68 | Car-wash chains |
| washu.com | 20.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | — | Car-wash chains |
| zips.com | 16.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| watershedcarwash.com | 16.0% | 7 | 9 | 16 | 15 | 233 | 149 | 9 | — | — | — | — | 36 | Car-wash chains |
| washmefast.com | 16.0% | 1 | 40 | 4 | 12 | 78 | 4 | — | — | — | — | — | 52 | Car-wash chains |
| take5carwash.com | 12.0% | — | — | 13 | 19 | 416 | — | 1 | — | — | — | — | — | Car-wash chains |
| mrcleancarwash.com | 12.0% | 43 | 6 | 85 | 27 | 2.2K | 581 | — | — | — | — | — | 64 | Car-wash chains |
| washubcarwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| quickquack.com | 8.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| speedwash.com | 8.0% | — | — | 0 | 0 | — | — | — | — | — | — | — | 2 | Car-wash chains |
| supersonicwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| racewaycarwash.com | 8.0% | 9 | 2 | 29 | 20 | 844 | 236 | 218 | — | — | — | — | 40 | Car-wash chains |
Domains in Google search results for Budget-Conscious Student queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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 live in a city or dense suburb, and I’m drawn to brands that clearly explain their water reclamation systems, biodegradable soaps, energy-efficient operations, and overall sustainability practices.
Convenience still matters to me, but I want my convenience to align with my values.
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 | +0.638 | 40.7% | 6 | Dominant |
| Best Search Engine RankLower rank = better | +0.601 | 36.1% | 26 | Dominant |
| Backlink Count | +0.523 | 27.4% | 38 | Dominant |
| PageRank | +0.418 | 17.5% | 38 | Dominant |
| HC | +0.383 | 14.6% | 38 | Dominant |
| Search Engine Appearances | +0.380 | 14.4% | 26 | Dominant |
| Avg Search Engine RankLower rank = better | +0.373 | 13.9% | 26 | Dominant |
| Reddit Comments | +0.274 | 7.5% | 9 | Strong |
| Homepage Keywords | +0.117 | 1.4% | 37 | Confirmed |
| Common Crawl | -0.078 | 0.6% | 19 | Emerging |
How often AI recommended each domain when answering Eco-minded urban driver queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| crewcarwash.com | 96.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| quickquackcarwash.com | 52.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| tommys-express.com | 52.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| mistercarwash.com | 48.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| superstarcarwashaz.com | 48.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| ecocarspa.com | 44.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| goo-gooexpresswash.com | 44.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| gocarwash.com | 44.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| zipscarwash.com | 36.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| brownbear.com | 32.0% | 67 | 1 | 75 | 28 | 2.2K | 547 | 4 | 2 | — | 8 | — | 124 | Car-wash chains |
| take5carwashes.com | 32.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| quickquack.com | 28.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| zips.com | 28.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| modwash.com | 24.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| tommyscarwash.com | 24.0% | — | — | 1 | 2 | 25 | — | — | — | — | — | — | 68 | Car-wash chains |
| mrcarwash.com | 20.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| autobell.com | 20.0% | 23 | 2 | 109 | 37 | 3.1K | 259 | — | — | — | — | — | 8 | Car-wash chains |
| ecocarwash.com | 16.0% | 13 | 1 | 11 | 17 | 237 | 86 | — | — | — | — | — | 20 | Car-wash chains |
| mrcleancarwash.com | 16.0% | 43 | 6 | 85 | 27 | 2.2K | 581 | — | — | — | — | — | 64 | Car-wash chains |
| whistleexpresscarwash.com | 16.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| washmefast.com | 16.0% | 1 | 40 | 4 | 12 | 78 | 4 | — | — | — | — | — | 52 | Car-wash chains |
| supersoniccarwash.com | 16.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| sparkleexpresscarwash.com | 16.0% | — | — | 1 | 2 | — | — | — | — | — | — | — | — | Car-wash chains |
| finishlinecarwash.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | 48 | Car-wash chains |
| waterway.com | 12.0% | 58 | 1 | 65 | 28 | 1.7K | 822 | 7 | — | — | — | — | 136 | Car-wash chains |
Domains in Google search results for Eco-minded urban driver queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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’m a strong candidate for a monthly membership because my vehicle gets dirty again quickly, and I want the freedom to wash often without rethinking the price every time.
I’m looking for a car-wash chain with reliable unlimited plans, multiple convenient locations, and wash packages that emphasize underbody cleaning, salt removal, protective coatings, and seasonal maintenance.
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 | +0.700 | 49% | 5 | Dominant |
| HC | +0.520 | 27.1% | 29 | Dominant |
| Backlink Count | +0.517 | 26.7% | 29 | Dominant |
| PageRank | +0.514 | 26.4% | 29 | Dominant |
| Best Search Engine RankLower rank = better | +0.512 | 26.2% | 21 | Dominant |
| Common Crawl | +0.421 | 17.7% | 19 | Dominant |
| Search Engine Appearances | +0.301 | 9% | 21 | Dominant |
| Reddit Comments | +0.265 | 7% | 6 | Strong |
| Avg Search Engine RankLower rank = better | +0.207 | 4.3% | 21 | Strong |
| Homepage Keywords | -0.134 | 1.8% | 27 | Confirmed |
How often AI recommended each domain when answering Weather-driven member queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mistercarwash.com | 100.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| take5carwashes.com | 92.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| clubcarwash.com | 84.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| tommys-express.com | 76.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| quickquackcarwash.com | 72.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| gocarwash.com | 72.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| crewcarwash.com | 68.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| modwash.com | 60.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| supersoniccarwash.com | 48.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| zipscarwash.com | 40.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| zips.com | 36.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| superstarcarwashaz.com | 28.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| whistleexpresscarwash.com | 28.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| quickquack.com | 24.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| tommyscarwash.com | 20.0% | — | — | 1 | 2 | 25 | — | — | — | — | — | — | 68 | Car-wash chains |
| goo-gooexpresswash.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| watershedcarwash.com | 12.0% | 7 | 9 | 16 | 15 | 233 | 149 | 9 | — | — | — | — | 36 | Car-wash chains |
| supersonicwash.com | 12.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| elcarwash.com | 12.0% | 54 | 11 | 49 | 34 | 1.5K | 432 | 172 | — | 3 | — | — | — | Car-wash chains |
| mammothcarwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| washmetrix.com | 8.0% | — | — | 63 | 22 | 1.4K | — | 37 | — | — | — | — | 76 | Car-wash chains |
| flagstopcarwash.com | 8.0% | 18 | 35 | 36 | 24 | 1K | 244 | 4 | — | — | — | — | 168 | Car-wash chains |
| goo-goo.com | 4.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| washuwash.com | 4.0% | — | — | 4 | 11 | 192 | — | — | — | — | — | — | 32 | Car-wash chains |
| washmefast.com | 4.0% | 1 | 40 | 4 | 12 | 78 | 4 | — | — | — | — | — | 52 | Car-wash chains |
Domains in Google search results for Weather-driven member queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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 main goal is presentation: I want the car to photograph well, create a strong first impression, and suggest that it has been maintained responsibly.
I’m looking for a chain that offers a noticeably better-than-basic clean, especially exterior shine, wheel cleaning, glass clarity, interior vacuuming, and maybe light detailing options that are still affordable.
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 | +0.598 | 35.8% | 34 | Dominant |
| Search Engine Appearances | +0.589 | 34.7% | 34 | Dominant |
| PageRank | +0.551 | 30.3% | 47 | Dominant |
| Backlink Count | +0.463 | 21.4% | 47 | Dominant |
| HC | +0.401 | 16.1% | 47 | Dominant |
| Avg Search Engine RankLower rank = better | +0.270 | 7.3% | 34 | Strong |
| Common Crawl | +0.223 | 5% | 32 | Strong |
| Reddit Posts | +0.163 | 2.6% | 8 | Confirmed |
| Homepage Keywords | +0.088 | 0.8% | 45 | Emerging |
| Reddit Comments | +0.055 | 0.3% | 14 | Emerging |
How often AI recommended each domain when answering Used-car seller queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| crewcarwash.com | 96.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| quickquackcarwash.com | 72.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| take5carwashes.com | 64.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| superstarcarwashaz.com | 56.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| tommys-express.com | 56.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| zipscarwash.com | 52.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| gocarwash.com | 44.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| finishlinecarwash.com | 40.0% | — | — | — | — | — | — | — | — | — | — | — | 48 | Car-wash chains |
| mistercarwash.com | 40.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| goo-gooexpresswash.com | 32.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| mrcarwash.com | 24.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| washmenow.com | 24.0% | — | — | — | — | — | — | — | — | — | — | — | 68 | Car-wash chains |
| whistleexpresscarwash.com | 24.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| waterway.com | 20.0% | 58 | 1 | 65 | 28 | 1.7K | 822 | 7 | — | — | — | — | 136 | Car-wash chains |
| sparkleexpresscarwash.com | 20.0% | — | — | 1 | 2 | — | — | — | — | — | — | — | — | Car-wash chains |
| autobell.com | 16.0% | 23 | 2 | 109 | 37 | 3.1K | 259 | — | — | — | — | — | 8 | Car-wash chains |
| supersoniccarwash.com | 16.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| brownbear.com | 16.0% | 67 | 1 | 75 | 28 | 2.2K | 547 | 4 | 2 | — | 8 | — | 124 | Car-wash chains |
| mrcleancarwash.com | 12.0% | 43 | 6 | 85 | 27 | 2.2K | 581 | — | — | — | — | — | 64 | Car-wash chains |
| quickquack.com | 12.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| modwash.com | 12.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| flagstopcarwash.com | 8.0% | 18 | 35 | 36 | 24 | 1K | 244 | 4 | — | — | — | — | 168 | Car-wash chains |
| mrwash.com | 8.0% | 16 | 6 | 18 | 17 | 471 | 81 | 11 | 1 | — | — | — | 32 | Car-wash chains |
| cleancarwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| elcarwash.com | 8.0% | 54 | 11 | 49 | 34 | 1.5K | 432 | 172 | — | 3 | — | — | — | Car-wash chains |
Domains in Google search results for Used-car seller queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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’m dealing with pet hair, muddy paw prints, sand, dust, water spots, crumbs, and gear mess, and I need a car-wash chain that helps me reset the vehicle without making it a whole project.
I want strong vacuums, mat cleaning tools, accessible trash stations, and wash packages that can handle heavier exterior dirt from rural roads or trail parking.
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 | +0.758 | 57.5% | 25 | Dominant |
| Search Engine Appearances | +0.600 | 36% | 25 | Dominant |
| Reddit Posts | +0.543 | 29.5% | 6 | Dominant |
| PageRank | +0.490 | 24% | 31 | Dominant |
| HC | +0.452 | 20.4% | 31 | Dominant |
| Backlink Count | +0.404 | 16.3% | 31 | Dominant |
| Avg Search Engine RankLower rank = better | +0.189 | 3.6% | 25 | Confirmed |
| Homepage Keywords | +0.144 | 2.1% | 34 | Confirmed |
| Common Crawl | +0.114 | 1.3% | 22 | Confirmed |
| Reddit Comments | -0.018 | 0% | 7 | Baseline |
How often AI recommended each domain when answering Pet-owning adventurer queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| take5carwashes.com | 100.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| tommys-express.com | 96.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| crewcarwash.com | 84.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| quickquackcarwash.com | 72.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| mistercarwash.com | 72.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| superstarcarwashaz.com | 72.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| gocarwash.com | 56.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| zipscarwash.com | 52.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| modwash.com | 44.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| quickquack.com | 28.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| goo-gooexpresswash.com | 24.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| supersoniccarwash.com | 24.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| whistleexpresscarwash.com | 24.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| zips.com | 20.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| clubcarwash.com | 20.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| mrcleancarwash.com | 20.0% | 43 | 6 | 85 | 27 | 2.2K | 581 | — | — | — | — | — | 64 | Car-wash chains |
| mrcarwash.com | 16.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| watershedcarwash.com | 8.0% | 7 | 9 | 16 | 15 | 233 | 149 | 9 | — | — | — | — | 36 | Car-wash chains |
| tidalwaveautospa.com | 8.0% | 121 | 1 | 175 | 37 | 4.5K | 1.5K | 50 | — | — | — | — | 120 | Car-wash chains |
| zipswash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| mammothwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | 2 | Car-wash chains |
| racetrackcarwash.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| tsunamiwash.com | 8.0% | — | — | 1 | 2 | 26 | — | — | — | — | — | — | 24 | Car-wash chains |
| cleanfreak.com | 8.0% | 3 | 52 | 92 | 27 | 1.9K | 74 | 188 | — | — | 9 | — | 152 | Car-wash chains |
| tommyscarwash.com | 4.0% | — | — | 1 | 2 | 25 | — | — | — | — | — | — | 68 | Car-wash chains |
Domains in Google search results for Pet-owning adventurer queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |
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’m not interested in a complicated process or a loud, rushed environment where I feel pressured into buying upgrades I didn’t ask for.
I’m looking for a car-wash chain that is easy to access, easy to understand, and staffed by people who are patient and helpful.
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 | +0.386 | 14.9% | 43 | Dominant |
| Reddit Comments | -0.372 | 13.9% | 13 | Dominant |
| Best Search Engine RankLower rank = better | +0.338 | 11.4% | 43 | Dominant |
| Backlink Count | +0.311 | 9.6% | 54 | Dominant |
| Avg Search Engine RankLower rank = better | +0.282 | 7.9% | 43 | Strong |
| PageRank | +0.256 | 6.5% | 54 | Strong |
| HC | +0.255 | 6.5% | 54 | Strong |
| Reddit Posts | -0.240 | 5.7% | 8 | Strong |
| Homepage Keywords | -0.038 | 0.1% | 44 | Baseline |
| Common Crawl | +0.005 | 0% | 37 | Baseline |
How often AI recommended each domain when answering Senior convenience seeker queries within Car-wash chains. 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mistercarwash.com | 96.0% | 123 | 1 | 227 | 42 | 5.4K | 1.1K | 120 | 25 | 57 | — | — | 108 | Car-wash chains |
| crewcarwash.com | 92.0% | 35 | 6 | 90 | 29 | 2.4K | 232 | 30 | 10 | — | — | — | 16 | Car-wash chains |
| quickquackcarwash.com | 88.0% | — | — | — | — | — | — | — | — | — | — | — | 8 | Car-wash chains |
| take5carwashes.com | 72.0% | 32 | 5 | 18 | 21 | 376 | 98 | — | — | — | — | — | 40 | Car-wash chains |
| modwash.com | 64.0% | 21 | 6 | 75 | 29 | 2.2K | 166 | — | — | — | — | — | 40 | Car-wash chains |
| tommys-express.com | 60.0% | 61 | 1 | 427 | 44 | 12K | 1.3K | 211 | 1 | 9 | — | — | 68 | Car-wash chains |
| zipscarwash.com | 48.0% | 44 | 1 | 129 | 43 | 4.1K | 577 | 11 | 1 | — | — | — | 120 | Car-wash chains |
| goo-gooexpresswash.com | 44.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| superstarcarwashaz.com | 44.0% | 83 | 1 | 66 | 31 | 1.5K | 897 | — | — | 1 | — | — | 140 | Car-wash chains |
| gocarwash.com | 40.0% | 56 | 1 | 76 | 27 | 1.8K | 606 | 37 | — | — | — | — | 84 | Car-wash chains |
| tommyscarwash.com | 28.0% | — | — | 1 | 2 | 25 | — | — | — | — | — | — | 68 | Car-wash chains |
| autobell.com | 20.0% | 23 | 2 | 109 | 37 | 3.1K | 259 | — | — | — | — | — | 8 | Car-wash chains |
| supersoniccarwash.com | 20.0% | — | — | 70 | 29 | 799 | — | — | — | — | — | — | — | Car-wash chains |
| clubcarwash.com | 16.0% | 52 | 1 | 155 | 34 | 3.8K | 153 | 38 | 2 | — | — | — | 8 | Car-wash chains |
| zips.com | 16.0% | — | — | 110 | 27 | 1.5K | — | 13 | 10 | 4 | — | — | 100 | Auto-glass repair, Car-wash chains |
| whistleexpresscarwash.com | 12.0% | 53 | 7 | 42 | 36 | 935 | 1.3K | 30 | — | — | — | — | 44 | Car-wash chains |
| washmefast.com | 12.0% | 1 | 40 | 4 | 12 | 78 | 4 | — | — | — | — | — | 52 | Car-wash chains |
| quickquack.com | 12.0% | 44 | 1 | 14 | 38 | 446 | 25 | 2 | — | — | — | — | 8 | Car-wash chains |
| waterway.com | 12.0% | 58 | 1 | 65 | 28 | 1.7K | 822 | 7 | — | — | — | — | 136 | Car-wash chains |
| flagstopcarwash.com | 12.0% | 18 | 35 | 36 | 24 | 1K | 244 | 4 | — | — | — | — | 168 | Car-wash chains |
| elcarwash.com | 12.0% | 54 | 11 | 49 | 34 | 1.5K | 432 | 172 | — | 3 | — | — | — | Car-wash chains |
| sparkleexpresscarwash.com | 12.0% | — | — | 1 | 2 | — | — | — | — | — | — | — | — | Car-wash chains |
| goo-goo.com | 8.0% | — | — | — | — | — | — | — | — | — | — | — | — | Car-wash chains |
| cobblestone.com | 8.0% | 39 | 9 | 94 | 37 | 2.3K | 281 | 173 | 2 | — | — | — | 54 | Car-wash chains, Managed legal services |
| washmetrix.com | 8.0% | — | — | 63 | 22 | 1.4K | — | 37 | — | — | — | — | 76 | Car-wash chains |
Domains in Google search results for Senior convenience seeker queries within Car-wash chains. 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 | goo.gl | 2.2M | 27.1M | 51.0000 | 62.8% | |
| 2 | shell.com | 9.8K | 273.7K | 35.0000 | 45.5% | |
| 3 | tommys-express.com | 427 | 12K | 33.0000 | 98.5% | |
| 4 | mistercarwash.com | 227 | 5.4K | 24.0000 | 100.0% | |
| 5 | ziebart.com | 204 | 5.2K | 23.0000 | 56.3% | |
| 6 | tidalwaveautospa.com | 175 | 4.5K | 22.0000 | 70.9% | |
| 7 | clubcarwash.com | 155 | 3.8K | 21.0000 | 97.5% | |
| 8 | istobal.com | 151 | 3.2K | 19.0000 | 56.3% | |
| 9 | getspiffy.com | 144 | 4.7K | 22.0000 | 62.8% | |
| 10 | zipscarwash.com | 129 | 4.1K | 33.0000 | 97.0% | |
| 11 | everwash.com | 116 | 1.7K | 33.0000 | 43.7% | |
| 12 | zips.com | 110 | 1.5K | 17.0000 | 72.9% | |
| 13 | autobell.com | 109 | 3.1K | 23.0000 | 93.5% | |
| 14 | cobblestone.com | 94 | 2.3K | 23.0000 | 57.3% | |
| 15 | cleanfreak.com | 92 | 1.9K | 18.0000 | 74.4% | |
| 16 | crewcarwash.com | 90 | 2.4K | 20.0000 | 99.5% | |
| 17 | mrcleancarwash.com | 85 | 2.2K | 22.0000 | 89.9% | |
| 18 | gocarwash.com | 76 | 1.8K | 20.0000 | 96.5% | |
| 19 | whitewatercw.com | 76 | 2.1K | 21.0000 | 43.7% | |
| 20 | modwash.com | 75 | 2.2K | 23.0000 | 95.5% | |
| 21 | brownbear.com | 75 | 2.2K | 22.0000 | 89.4% | |
| 22 | supersoniccarwash.com | 70 | 799 | 17.0000 | 92.5% | |
| 23 | superstarcarwashaz.com | 66 | 1.5K | 21.0000 | 96.0% | |
| 24 | waterway.com | 65 | 1.7K | 20.0000 | 87.9% | |
| 25 | washos.com | 64 | 2K | 23.0000 | 75.4% |