Research
The sources AI cites for Automotive in United States
Where AI gets its answers · 🇺🇸 American
When a customer asks ChatGPT, Perplexity or Google's AI for a automotive in United States, the answer is built from a handful of sources. Get mentioned on these and you become one of the names it gives. Ignore them and no amount of on-page SEO gets you into the answer.
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Measured from real ChatGPT answers to automotive questions (US corpus), DataForSEO LLM-mentions. The bar is how often each domain is cited in those answers.
How to use this
- Claim and complete your profile on the directories and review sites at the top, that's where AI reads about automotive businesses.
- Earn a mention in the press, associations and community threads it cites, one reference-grade citation beats any on-page tweak.
- Run a free scan to see which of these already cite you, which name a competitor instead, and the exact gap to close.
See which of these already cite you.
A free 60-second scan shows the sources naming you, the ones naming a competitor, and your prioritised citation game plan.
Run your free scan →See who AI actually names in automotive in United States → · all citation-source maps →
Method: we count saved answers that name a business. Read the questions, engines, dates and answer counts alongside each percentage. Public benchmarks are dated research snapshots. Scan your own site free. Method open at github.com/techhorizonlabs/thl-open.
What does AI say about your business?
Run your free scan ↗See the answers, the competitors and the next fix.