Howseen AI
Strong signalTrack how AI recommends your brand, and get cited
Launched 8h ago
Signal
63
Velocity
0
What this means
+100%Launching in a 100% WoW growing category.
Vercel Day had 103 launches this week vs 0 last.
22Founder Conviction Index: 22 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
22%
today
Projected end-of-day votes
85range 64–115
Trajectory
stable
Not enough snapshots yet to detect trajectory.
About
Your buyers now ask ChatGPT, Gemini and Perplexity which tool or brand to buy. Howseen tracks whether AI recommends you or your competitors across ChatGPT, Gemini, Perplexity and Google AI Overviews, finds the exact questions where you're invisible, and generates SEO & GEO-optimized content to get you cited, auto-published to your blog on the highest-impact gaps first. Most tools stop at a score. Howseen closes the loop: measure, then act. Free to see where you stand today.
AI Summary
Howseen AI tracks brand recommendations from AI platforms like ChatGPT and Google AI, identifying visibility gaps and generating optimized content to improve citations. The tool measures performance and provides actionable insights, with a free initial assessment available.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement14
Discussion per unit of attention
Editorial read
Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.
ThinLittle evidence and no strong angle. Nothing to build on yet.
145/8
Timeliness5%100
carried 7%
Trend20%50
carried 27%
Novelty15%30
carried 20%
Business15%8
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—
Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.
measuredmeasured, zeronot measured
Full audit →Signal sources
3 of 6 active- Launch tracking2 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 scoring23% evidence coverage
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.