See how AI sees your product
Run a free audit to check whether ChatGPT and other AI assistants mention your product, how you compare to competitors, and where you're missing from the conversation.
Built for growing products
200+ products analyzed
What your audit shows
Get a fast snapshot of how AI assistants understand and recommend your product.
Run free auditWhere your product appears
See which AI assistants mention your product and in which position — top recommendation, alternative, or not at all.
Which competitors get recommended
Discover who AI engines recommend instead of you, and understand what they do differently.
Which prompts matter most
Find the high-intent prompts buyers use in your category — and whether your product shows up.
Visibility snapshot
See where your product appears and where it doesn't — across ChatGPT, Perplexity, and Gemini.
Top influencing sources
See which websites and content types influence AI answers about your product — editorial, UGC, reviews.
Prompt Volumes
See what millions of people ask AI, and align your strategy with real demand. Track the prompts that drive discovery in your category.
You don't just get a score. You get a clearer next step.
Lucid helps you understand where you stand, how competitors compare, and what to improve first.
Get started nowScience-backed scoring
Your score is built on 120+ rules derived from peer-reviewed research on how AI engines select and rank sources.
Updated every week
AI models change constantly. Your audit adapts automatically so your visibility data stays current.
Actionable next steps
Get a prioritized list of what to fix first — with estimated effort and impact for each action.
Why this matters now
More buyers are using AI assistants to discover and compare products. If your product is invisible there, competitors may be capturing attention before people ever reach your site.
94%
of B2B buyers now use AI during their buying journey — and that includes discovering new tools.
6sense · 3,974 buyers · 2025
47%
of tech buyers start their research on an AI assistant — before Google.
Treble/Censuswide · 300 CIOs · Dec. 2025
LucidEngineshowedusinminuteswhetherAIassistantsunderstoodourproduct—andwhichcompetitorsweregettingrecommendedinstead.
Frequently asked questions
The free audit scans your domain across major AI assistants (ChatGPT, Perplexity, Gemini) using high-intent prompts from your category. You get an AI Visibility Score (0-100), a competitor comparison, and a prioritized list of what to improve.
Ready to see how AI describes your product?
Run your free audit and get your first AI visibility snapshot in minutes.