Today's shoppers ask ChatGPT, Gemini, Perplexity, Grok, Claude, and Google's AI which dealer to buy from. Lumon8 makes sure they name you — monitoring all six engines daily, fixing what they get wrong, and proving the visits, leads, and vehicles AI sends to your lot.
No credit card required · Results in 60 seconds
Set it up once. We handle the rest automatically.
We scan your site, inventory schema, NAP, and departments — and score your visibility across all six AI engines.
Daily queries track whether AI recommends you, the Truth Monitor flags wrong facts, and one tag attributes the visits, leads, and VDP views AI sends.
One-click corrections and schema deploy to your site; reports show your rank, market-share position, and vehicles likely sold after AI views.
We ask ChatGPT, Claude, Gemini, Perplexity, Grok, and Google's AI Overviews 'best [brand] dealer near [city]' every day — using live web search, just like your shoppers — and track whether you show up.
Install one tag and see the visitors, leads, and VDP views that came from AI answers. Every lead chains to the page it landed on. A conservative floor, never an inflated number.
We snapshot your inventory by VIN and surface the vehicles that left the lot after AI shoppers viewed them — ranked by AI views. The closest thing to proof that AI helped sell a car.
We check whether your VDPs expose machine-readable Vehicle, Offer (price), and Review schema — what AI needs to cite your actual stock and pricing, not just your homepage.
We cross-check your name, address, and phone across Google, Yelp, and your site, and verify Service, Parts, and Finance read as distinct entities AI can recommend on their own.
Not just whether you're mentioned — whether you're the top pick or buried, and where you rank against nearby dealers across every AI answer.
We confirm GPTBot, ClaudeBot, and PerplexityBot can actually read your site, then deploy AutoDealer / LocalBusiness / FAQ schema from one tag and keep it correct as facts change.
An agent reads what AI says about your dealership and flags wrong location or identity facts — then drafts the correction for your one-click approval. We never touch pricing or reviews.
Every plan monitors all 6 AI engines. Managing multiple rooftops? See agency plans →
1 rooftop, monthly 6-engine audit, AI lead attribution, schema + GTM snippet
Get StartedWeekly audits, Truth Monitor, 5 markets, competitor + market share, likely-sold inventory
Start Free TrialRun a free audit in 60 seconds. No credit card required.
Audit My Dealership Free →