Get your vehicles recommended by AI.

Before visiting a dealership, car buyers are already asking AI what to buy. AI is comparing your models with your competitors — and recommending some of them first.

AI vehicle recommendation preview

Your AI visibility, on one platform.

This is the platform your team logs into. Every brand, model and market — what buyers ask AI, where you're recommended, who wins instead, and which sources shape the answer.

Octo GEO platform dashboard preview

We help you improve what AI recommends

Not a one-off audit — a continuous loop. Monitor what AI says, diagnose why, fix the content and signals behind the answer, then measure the lift. Every cycle makes the next one sharper.

CONTINUOUS optimization loop EVERY 30 DAYS
01 Monitor
02 Diagnose
03 Optimize
04 Strengthen
05 Measure
01 Monitor Track how your brands and models appear across the AI buyer questions that matter, on every major platform.
02 Diagnose Pinpoint which prompts, competitors, sources and content patterns are forming the recommendation.
03 Optimize Rewrite and restructure content around real automotive buying questions — model pages, comparisons, FAQs, specs.
04 Strengthen Build the third-party source coverage and authority signals AI relies on to form its answer.
05 Measure Track the lift in recommendation rate by brand, model and market — then feed it back into the loop.