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Built for founders who move fast
You don't need a marketing team to show up in AI answers.
You need to know where you stand — and what to fix first.
SaaS & Apps
“I asked ChatGPT for tools in my category. It recommended 6 competitors. Not me.”
Online brands
“Perplexity was sending free traffic to our competitor — because their product pages were structured for AI.”
Independents
“A prospect told me: 'I asked ChatGPT who the best GEO consultants were. You weren't on the list.'”
Trusted by growing brands
and 200+ more brands analyzed
Get cited on
Why monitor?
A one-time score isn't enough. AI visibility is a constantly shifting landscape.
Your visibility changes every week
LLMs update their knowledge constantly. A brand cited today can disappear tomorrow. Monitoring tracks your score over time so you catch drops before they cost you.
New sources appear daily
LLMs pull from Reddit threads, review sites, and forums you don't control. We detect which sources influence your citations — so you can act on them.
New AI models, new rules
ChatGPT, Gemini, Claude — each model ranks brands differently. We test every major model so you're never blindsided by a new release.
Last release: Mar 3, 2026
We don't just show you a score.
We tell you exactly what to fix.
Most AI visibility tools stop at monitoring. Lucid gives you a prioritized action backlog — so you know what to fix first.
Content pages lack a structured FAQ.
Pages containing tables are 2.3x more likely to be cited by ChatGPT (~30% vs ~13% of comparative pages).
Sources: Nectiv Digital
Add FAQ criteria
Product pagesCONTENT
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Product pagesDEV
+120 scoring rules
Built from scientific research, industry benchmarks, and real-world brand data. Every score is grounded in evidence, not guesswork.
Peer-reviewed methodology. No black box.
Updated every week
New AI models ship constantly. Our rules evolve with them — so your scores always reflect how today's models actually rank brands.
Rules auto-adapt to model updates.
Action Backlog
Don't interpret dashboards. Get a ranked todo list: what's blocking your visibility, what to fix first, expected impact.
Prioritized P0 / P1 / P2 with effort & impact estimates.
"Most tools show data. We show what to do with it."
A single score that reflects citations and prominence.
PerplexityChatGPTGeminiWeighted by real AI usage share.
Your share of mentions across AI answers.
Detect threats invisible in classic SEO. Visualize your Share of Voice against emerging competitors.
A single score per engine that reflects citations, prominence, and #1 recommendation rate. Weighted by real AI usage share.
See who AI recommends instead of you — broken down by engine, intent, and share of voice. Before they steal demand.
Know the second AI stops citing you.
Weekly scans across 3 AI engines. Spot drops, competitors, and model shifts before they cost you customers.
| Prompt | Engine | Position | Competitors | |
|---|---|---|---|---|
| best running shoes for marathon | | #2 | ||
| trail running shoes waterproof | | #1 | ||
| cushioned shoes for long distance |  | #4 | ||
| lightweight racing flats 2024 | | Not mentioned | ||
| stability running shoes flat feet | | #3 | ||
| carbon plate running shoes | | #2 |
Get notified the second your brand drops out of top 3 — or a competitor jumps in. No dashboard refreshing.
ChatGPT, Perplexity, and Google AIO scanned every week. Spot model shifts and ranking changes before they cost you customers.
Then enable weekly tracking.
How AI sentiment impacts who gets cited.
AI doesn't rank keywords — it repeats what the web agrees on. Lucid shows the sources and sentiment shaping AI answers, and the gaps that keep you from being mentioned.
Where AI pulls its recommendations from.
Who AI mentions first — and who is rising.
Track how your mentions change over time.
Find the few sources that drive most AI recommendations — and focus your outreach where it matters.
See the adjectives and associations AI repeats about your brand — then change the narrative.
Identify missing topics that block you from being cited — and turn them into a clear content plan.
Frequently asked questions about GEO
GEO is the practice of optimizing your digital presence to be recommended by AI engines like ChatGPT, Perplexity, and Google AI Overviews. Unlike traditional SEO which targets search result rankings, GEO focuses on being cited in AI-generated answers. Learn more about GEO →
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Join the brands that are getting ahead of their competitors.
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