Lucid Engine
Tracks how AI models recommend your SaaS product versus competitors in generative search engines.
≈ 2visits/mo
Emerging · estimate, read 2026-09-19
- Price
- Free plan · From $29 oncepricing page, read 2026-09-20
- Activity
- Maintainednothing dated on the site
- Company
- founding year not on record
- track how AI models recommend your product versus competitors
- audit technical documentation for semantic gaps that prevent AI indexing
- monitor brand presence across ChatGPT, Perplexity, and Google AI
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What is Lucid Engine?
Tracks how AI models recommend your SaaS product versus competitors in generative search engines.
How much does Lucid Engine cost?
Lucid Engine has a free plan; paid plans start at $29 once, per its pricing page on 2026-09-20.
Do people use Lucid Engine?
Emerging: ≈ 2 visits a month · estimate, 2026-09.
Is Lucid Engine still maintained?
Maintained.
What are alternatives to Lucid Engine?
In Marketing, by use: Airbridge GO, ReadMe, Databox, Info, Surfer SEO, MarketMuse.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one row at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.