Buy NowFull report access from $374. Launch discount until 9pm Pacific, July 31
oppalerts.com →
Used Car Dealers

Growing Family Shopper

Dominant · Reddit Posts ρ=0.589

A parent shopping safety, space, and reliability: midsize SUVs, minivans, and crossovers with strong crash ratings, room for strollers and sports gear, and family-friendly tech, compared carefully across trims.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
68Domains Tracked
9.3MReddit Posts
32KWikipedia Articles
14.7MOpen Web Matches
Growing Family Shopper_persona.report
DomainScore
carmax.com
169.8
carvana.com
95.9
autotrader.com
37.5
cargurus.com
26.5
cars.com
25.7
You are viewing the free preview of the Used Car Dealers report

Everything on this page is open: the full signal correlations and every tracked domain. Inside the individual reports, most tables and charts show only the top few results. The complete report unlocks every row, chart, and download for this industry.

Get the full Used Car Dealers report
Segment Signals

Signal correlations: Growing Family Shopper

Signal correlations calculated only for domains recommended in the context of this persona's queries. These may differ from the industry-wide pattern below.

Signalρ (Spearman)nRank Influence
Reddit Posts+0.58934.7%50Dominant
Reddit Comments+0.54329.4%49Dominant
Best Search Engine Rank+0.52427.4%8Dominant
Common Crawl+0.48623.6%53Dominant
SE Outbound Links+0.46621.7%46Dominant
Host Harmonic Centrality+0.43318.7%58Dominant
Domain PageRank+0.41116.9%59Dominant
Domain Harmonic Centrality+0.40116.1%59Dominant
PageRank History+0.39615.7%59Dominant
Avg Search Engine Rank+0.38114.5%8Dominant
Host PageRank+0.37213.8%58Dominant
Host Backlinks+0.33911.5%51Dominant
Harmonic Centrality History+0.33511.2%59Dominant
Search Engine Appearances+0.3019.1%8Dominant
Domain Backlinks+0.2968.8%59Strong
Homepage Keywords+0.2556.5%30Strong
Wikipedia Citations+0.2094.4%41Strong
Wikidata+0.1371.9%33Confirmed
Domains

Tracked domains

The 68 domains behind the "domains tracked" stat for Growing Family Shopper: every domain the LLM recommendation runs surfaced for this persona's queries, ranked by the same influence-weighted recommendation score the LLM Search Visibility report uses. Appearances counts how many times models recommended the domain across all runs. PageRank and Harmonic Centrality are the domain's current 0-100 authority in the Common Crawl web graph; 0 means the domain was not found in the graph. Click a domain name for its full site profile: authority history, backlink counts, and top backlink sources.

DomainLLM ScoreAppearancesPageRankHarmonic Centrality
carmax.com169.81323396
carvana.com95.91293296
autotrader.com37.51343596
cargurus.com26.51203596
cars.com25.71234396
truecar.com14.31203896
edmunds.com12.31184496
vroom.com10.4882095
carfax.com6.3544696
autonation.com5.7452695
shift.com3.4532895
enterprise.com2.7153796
echopark.com1.7142195
driveway.com1.6201996
kbb.com1.5414997
enterprisecarsales.com1.392295
hertzcarsales.com1.0161895
carsdirect.com0.9132996
toyotacertified.com0.532195
enterpriseautosales.com0.3700
hondacertified.com0.331995
facebook.com0.3900
carsandbids.com0.351895
craigslist.org0.395097
certified.autotrader.com0.2200
autotempest.com0.221896
lhm.com0.261595
caredge.com0.242496
consumerreports.org0.115197
certifiedautoplex.com0.11294
autolist.com0.112196
drivetime.com0.111895
hertzwcarsales.com0.1100
certifiedpreowned.cars0.1100
carshop.com0.11795
kelleybluebook.com0.12294
certifiedtoyota.com0.1100
certifiedpreowned.cars.com0.1100
toyota.com0.124496
cargurus.ca0.111095
hertz.com0.023996
carproof.com0.031995
luanagroup.com0.01294
cpo.automobiles.honda.com0.0100
lmonline.com0.01092
lithia.com0.022495
lmgateway.com0.01194
chrysler.com0.013395
certified.autonation.com0.0100
edicars.com0.01093
kelleyblueebook.com0.01091
carpages.ca0.012696
caravana.com0.0100
autotrader.co.uk0.014196
hertzcarales.com0.01095
cpo.programs.com0.0100
aviscarsales.com0.011195
herbchambers.com0.011995
swapalease.com0.011995
carmaxautofinance.com0.01093
carmart.com0.01094
bringatrailer.com0.012895
blueridgeauto.com0.01093
carsforsale.com0.014696
dealer.com0.014296
car.org0.012995
carsoup.com0.011695
autobytel.com0.012096
Report Types

Explore reports

LLM vs Fanout vs AI Search vs Organic

Pick a model per channel and compare recommendation patterns across LLM, fanout, AI Search, and organic results side by side.

LLM Search Visibility

How this industry performs across the large language models sampled in this report.

LLM Search+Fanout Visibility

The same LLM recommendation ranking, scoped to just the web-search-augmented (fanout) runs.

LLM Fanout Queries

The exact web searches each LLM ran while answering this segment's questions, with overlap across models.

AI Search Visibility

AI-powered search surfaces sit between traditional search and pure LLM chat.

Organic Search Visibility

Backlink authority and on-page signals that drive traditional organic visibility.

Bing Search Advertisers

Top and bottom advertisers on Bing (Google has no ads in this data), ranked by rank-weighted score.

Organic Search: Suggested Terms

Suggested search terms from Google and Bing, ranked by rank-weighted score.

Forum Search

Domains appearing in Google forum results for this segment's queries, by rank-weighted score and appearances.

News Search

Domains appearing in Google news results for this segment's queries, by rank-weighted score and appearances.

Video Search

Domains appearing in Google video results for this segment's queries, by rank-weighted score and appearances.

Short Video Search

Domains appearing in Google short-video results for this segment's queries, by rank-weighted score and appearances.

Top Wikipedia Pages

The Wikipedia articles where this segment's topics and brands appear, plus articles with zero brand presence.

Knowledge Graph Entities

The Wikidata entities matching this segment's topics and brands, and which brands have no entity at all.

Top Subreddits

The communities where this segment's topics and brands get discussed, ranked by submissions and comments.

Reddit Activity Trends

Monthly Reddit activity for this segment's topics and brands, from 2005 through mid-2026.

Top Domains on Reddit

The websites Reddit links to and mentions alongside this segment's topics, in comments and submissions.

Open Web Presence

Domains appearing together with this segment's topics across billions of crawled web pages.

Top Backlink Sources

The websites linking to the most tracked domains in this segment, from the web link graph.

Content Phrases

Top phrases LLMs associate with this industry or persona, ranked by recommendation strength.

Persona SEO Keywords

Top SEO keyword terms LLMs associate with this persona, ranked by recommendation strength.

Base Terms

Foundational search terms LLMs associate with this persona, ranked by recommendation strength.

UGC Questions & FAQs

Questions people are asking, mined from forum, news, and video result titles, with the URLs each question appears on.

Research: Award Submissions

Domains ranking for this persona's award submissions queries.

Research: Blogs, Publishers, Newsletters

Domains ranking for this persona's blogs, publishers, newsletters queries.

Research: Certifications

Domains ranking for this persona's certifications queries.

Research: Conferences, Trade Shows

Domains ranking for this persona's conferences, trade shows queries.

Research: Courses, Training

Domains ranking for this persona's courses, training queries.

Research: Donors, Sponsors, Partnerships

Domains ranking for this persona's donors, sponsors, partnerships queries.

Research: Experts

Domains ranking for this persona's experts queries.

Research: Forums, Message Boards

Domains ranking for this persona's forums, message boards queries.

Research: Glossaries

Domains ranking for this persona's glossaries queries.

Research: Guest Posts

Domains ranking for this persona's guest posts queries.

Research: Guides, Best Practices

Domains ranking for this persona's guides, best practices queries.

Research: Link Directories

Domains ranking for this persona's link directories queries.

Research: Non-profits

Domains ranking for this persona's non-profits queries.

Research: Podcast Guests

Domains ranking for this persona's podcast guests queries.

Research: Professional Orgs

Domains ranking for this persona's professional orgs queries.

Research: Reports, Stats, Research

Domains ranking for this persona's reports, stats, research queries.

Research: Speaker Proposals

Domains ranking for this persona's speaker proposals queries.

Research: Suggested Links

Domains ranking for this persona's suggested links queries.

Research: Tools

Domains ranking for this persona's tools queries.

Research: Top, Best Companies

Domains ranking for this persona's top, best companies queries.

Research: Trade Journals

Domains ranking for this persona's trade journals queries.