Oogwai Beacon
Strong signalAnswer Engine Optimization Audit
Launched 8h ago
Signal
63
Velocity
0
What this means
27.7×Growing 27.7× faster than the typical comparable launch.
Compared to 3 comparable launches at the same age.
30%Mid-tier finish likely.
Projecting attention of 83 by end of day-1.
17Founder Conviction Index: 17 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
30%
today
Projected end-of-day votes
83range 62–112
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
27.7×
3 comparable launches
About
Most AEO tools score your HTML and call it AI visibility. Beacon actually asks the engines. We put unbranded buyer questions about your category to ChatGPT and Gemini (Claude on the full audit), then show how often you're named, who gets named instead, and which sources the engines trust. Two separate answers: can AI crawlers read your site (instant, no sign-up), and do the engines recommend you? Every gap comes with the fix.
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.
115/8
Timeliness5%100
carried 7%
Trend20%33
carried 27%
Novelty15%22
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
2 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 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.
