MentionReach

Early signal

See if ChatGPT, Gemini and Claude recommend your product

Launched 13d ago

Signal

Velocity

What this means

+38%Launching in a 38% WoW growing category.

SEO had 55 launches this week vs 40 last.

14Founder Conviction Index: 14 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

today

Projected end-of-day votes

4range 3–5

Trajectory

stable

Vote pace holding steady.

Speed vs peers

1×

81 Marketing launches

About

More people ask AI assistants "what's the best X?" instead of Googling. MentionReach shows if ChatGPT, Gemini and Claude recommend your app or website. Paste a URL, get real buyer questions for your category, and see visibility, average rank, share of voice, the pages AI cites, and concrete fixes. 20 free credits, no card. Credits never expire.

AI Summary

MentionReach analyzes AI assistant recommendations for products by providing insights from ChatGPT, Gemini, and Claude. Users can input a URL to receive buyer questions, visibility metrics, and actionable improvements, with 20 free credits available for initial use.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement—

not measured

Signal sources

2 of 6 active

Launch tracking8 readings since we picked it up
AI analysisMarketing
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.