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Save to dashboardLatest 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.
RecognizedPositive
Cars.com is an online platform that specializes in connecting buyers and sellers in the automotive market. They offer a comprehensive range of services, including vehicle listings, reviews, and pricing tools, making it easier for consumers to research and purchase vehicles. The…
Claude
Anthropic's AI, known for thoughtful recommendations.
RecognizedPositive
# Overview of Cars.com Cars.com is one of the largest online automotive marketplaces in the United States. They operate a platform where buyers can search for new and used vehicles from both dealerships and private sellers, compare prices, read reviews, and connect with…
Gemini
Google's AI, surfaced in search results.
Not recognizedPositive
While I don't have specific, real-time training data about a business simply named "cars" with the website "cars.com," I can give you a general overview based on the context you've provided. Given the generic name and website, it's highly probable that "cars.com" is a major…
AI Visibility Score
Beta39Grade D
Needs work
Last checked 6/1/2026, 10:30:20 PM
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.
- 2/3 models mention you by name.Good baseline coverage. Missing: Gemini. Improving signals on those models has high upside.
- Overall sentiment is strongly positive.Models describe you favorably. Maintain momentum by keeping reviews, case studies, and news fresh.
- 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: ✗ · Meta: ✗ · H1s: 0 · Heading levels: 0
AI-native signals25/100
llms.txt: ✗ · OG: ✗ · Twitter: ✗ · HTTPS: ✓
AI awareness74/100
2/3 models mentioned you. Avg sentiment: 0.77.
Top recommendations
Highest impact first.
- Add JSON-LD structured dataStructured data · +15 points
- Add a single, descriptive <h1> to your homepageContent clarity · +5 points
- Gemini doesn't mention you specificallyAI awareness · +5 points