Why this exists
Car shoppers increasingly ask AI systems where to buy, who to trust, and which dealership fits a specific need. Most dealers cannot see what those systems can reach, what they misunderstand, or which public sources shape the answer.
Dealer AI Visibility turns that uncertainty into evidence. The free scan checks public signals a dealership controls or can influence. The optional live Answer Audit records what supported providers say at a specific point in time. It separates observed facts from the questions that still require human judgment.
Who is behind it
Dealer AI Visibility is an independent initiative fromDealer Growth Hackers, a Miami-based, operator-led marketing and growth firm serving U.S. franchise dealers. Founder Ariel Coro created the original Dealer AEO Audit framework and the methodology behind the product.
We are not sponsored, endorsed, or operated by an AI provider, search engine, OEM, or dealership website platform. That independence matters: the job is to show what the evidence supports, not protect a vendor score.
What we believe
- Evidence first. Missing proof receives no invented credit.
- Dealer controlled. Findings should lead to actions a dealer can inspect and own.
- Honest limits. A dated scan is a diagnostic, not a ranking guarantee.
- Useful language. The work should be understandable without an AI buzzword deck.
Read, test, and ask harder questions
This publication explains how AI discovery is changing, where common dealer-site claims break down, and how teams can improve the public evidence behind their store. Start with thefree scan, review themethodology, or emailhello@dealeraivisibility.com.