HowAITrust
Quiet signalCatch and fix what AI gets wrong about your brand
Launched 1mo ago
Signal
17
Velocity
0
What this means
30%Vote pace is below typical for this category.
Running at 30% of comparable launches.
+40%Launching in a 40% WoW growing category.
SEO had 56 launches this week vs 40 last.
12Founder Conviction Index: 12 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
2%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.3×
198 comparable launches
About
AI assistants now answer buyers' questions about your company, and they often get prices, plans and policies wrong. HowAITrust asks the questions you care about, compares each answer with your approved facts and flags the exact sentence that contradicts them. It traces the claim to the page the AI cited, builds the correction plan, then rechecks after 7 and 21 days and closes the case with before-and-after proof. Start with a free private workspace.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
1 of 6 active- Launch tracking2 readings since we picked it up
- AI analysisnot yet enriched
- 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.