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Save to dashboardSince your last run
Score +7 points1 resolved
Latest AI responses
What AI is saying about you
Live responses from each model when asked for a recommendation.
ChatGPT
OpenAI's flagship model — the most-used AI chatbot.
RecognizedNeutral
Cars.com is a prominent online marketplace that connects buyers and sellers of new and used vehicles across the United States. The platform offers a vast selection of car listings from dealerships and private sellers, along with tools for comparing vehicles, reading expert and…
Claude
Anthropic's AI, known for thoughtful recommendations.
RecognizedPositive
# About Cars.com Cars.com is one of the largest online automotive marketplaces in the United States, functioning as a classified listings platform where buyers can search for new and used vehicles from dealers and private sellers. The site aggregates inventory from thousands of…
Gemini
Google's AI, surfaced in search results.
RecognizedPositive
Cars.com is a well-established online automotive marketplace that connects car buyers with sellers, including both dealerships and private sellers, across the United States. Launched in 1998, it has a strong reputation and an A+ rating from the Better Business Bureau. The…
AI Visibility Score
Beta46Grade D
Needs work
Last checked 6/12/2026, 12:47:44 AM
Score over time
Past 12 weeks (synthetic until you've collected real history).
Key insights
Actionable highlights extracted from how AI describes you, not just the raw responses.
- All 3 models mention you by name.You have strong AI brand recognition. Focus on protecting and refining the narrative they tell.
- Overall sentiment is strongly positive.Models describe you favorably. Maintain momentum by keeping reviews, case studies, and news fresh.
- Models converge on a consistent description.Your messaging is reading the same across providers. Good narrative discipline.
- Models repeatedly describe you as "online".This is the single word AI most associates with you. Decide if you want to lean in or shift the framing.
Score breakdown
Structured data0/100
No JSON-LD found on this page.
Crawlability50/100
AI crawlers allowed; no sitemap
Content clarity0/100
Title: no · Meta: no · H1s: 0 · Heading levels: 0
AI-native signals25/100
llms.txt: no · OG: no · Twitter: no · HTTPS: yes
AI awareness91/100
3/3 models mentioned you. Avg sentiment: 0.47.
Top recommendations
Highest impact first.
- Add JSON-LD structured dataStructured data · +15 points
- Add a single, descriptive <h1> to your homepageContent clarity · +5 points
- Add an FAQ schema with common questionsStructured data · +6 points