Today's shoppers ask ChatGPT, Claude, Gemini, Perplexity, Grok, and Google AI which dealer to buy from. Lumon8 makes sure they name you — monitoring all six engines as often as daily, fixing what they get wrong, and proving the shoppers and vehicles AI sends to your lot.
See your full score and findings before you create an account.
Other tools hand you a report and wish you luck with your website vendor. Lumon8 publishes your verified facts on two surfaces: a one-line tag for Google's AI, and a server-rendered facts page every AI crawler can read without running a line of JavaScript. Content fixes arrive as ready-to-paste kits your vendor can drop in.
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 shoppers 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 AI 'best [brand] dealer near [city]' as often as daily — using live web search, just like your shoppers — and track whether you show up.
Install one tag and see the shoppers and VDP views that came from AI answers, engine by engine, each chained to the page it landed on. A conservative floor, never an inflated number — engines that hide their referrers can't be counted, and we say so instead of guessing.
One tag keeps your AutoDealer / LocalBusiness / FAQ schema correct for Google’s AI surfaces — the one major engine that renders pages. The same verified facts publish server-side on your facts page in plain HTML, readable by every AI crawler, no rendering required.
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.
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
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