Our clients
Get cited on
Turn AI answers into growth.
Measure your citations across AI search engines, benchmark competitors, and get a prioritized backlog to win recommendations.
Your baseline, in one scan.
- Position by AI engine
- AI Share of Voice vs competitors
- Prioritized fixes (P0/P1/P2)
A single score that reflects citations and prominence.
Weighted 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.
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
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Always know when AI stops citing you.
Lucid scans your strategic prompts weekly across 6 AI engines so you can spot drops, competitors, and model shifts before they cost you demand.
| 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 |
Don't refresh the dashboard. Get pinged on Slack the second your brand drops out of top 3 or a competitor jumps in.
AI models update weekly. Lucid overlays model release dates on your visibility curve so you can correlate every dip to a change.
Run the same prompt from NYC, Paris, or Tokyo and see how answers change by region—down to the city level.
Then enable weekly tracking.
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: Feb 21, 2026
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 →
Ready to dominate the AI conversation?
Join the brands that are getting ahead of their competitors.
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