VIN Index AI readiness report prepared on for Fix this · get listed free

Fix this →See the evidence ↓Free to get published. No card, no call.

01 · Your map

White is where ChatGPT names you. Red is where it names someone else.

Drag any point, filter the map, and click a point to see the answer behind it. The further a place sits from your lot, the further it sits from the centre.

Named youSometimesNamed someone else Other dealersMembersPages we buildDrag to rearrange

A dated sample of ChatGPT answers, one answer per question, not shopper traffic or a position guarantee.

02 · Where you lose buyers

Ranked by how many answers you were missing from. Each one shows what ChatGPT did, and what we build so there is a page of yours to cite next time.

03 · What we do about it

01Connect your inventoryOne feed from your website provider. No work for your team.

02We publish the pagesOne per vehicle and one per buyer question, on your own web address.

03We keep askingChatGPT, Gemini, Perplexity, Claude and Google AI Mode, the same questions, every week on a paid plan.

04You see who was namedAnd every lead lands with you. Never shared, no per-lead fees.

Fix this →Free to start, no card. You pick your plan at the last step.

04 · What ChatGPT cited

The pages ChatGPT cited in these answers. Whether your store and your cars are on each one is checked for members.

05 · The rest of your map

Six more places AI reads about you. Shown once you’re a member.

Members see each of these graded against a standard and against nearby stores, and what to do about each one.

Members

Google profile

Rating, reviews, owner replies, posts, photos, hours.

Members

Review sites

Yelp, DealerRater and BBB.

Members

Social

Facebook, Instagram and YouTube, and when each last posted.

Members

Other AI engines

The same questions asked of Gemini, Perplexity, Claude and Google AI Mode.

Members

Your cars on listing sites

Whether your inventory is on each listing page AI cited.

Members

Every week, not once

The same questions asked again each week, with what changed.

The site checks, “What AI sees” and the appendix are in your full site report →