Echo
Quiet signalAudit your SEO and whether AI actually cites you (AEO)
Launched 1mo ago
Signal
18
Velocity
21
What this means
+38%Launching in a 38% WoW growing category.
SEO had 55 launches this week vs 40 last.
18Founder Conviction Index: 18 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
17%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.
About
Echo audits any site for two things at once: classic SEO health, and whether AI answer engines (ChatGPT, Perplexity, Google AI Overviews) actually cite you. Point it at a URL, it crawls up to 50 pages, and every finding is in plain English: what it means, why it matters, what to fix. The free audit is the full diagnosis, no login. Paid (EUR 9 one-off or EUR 19/mo unlimited) adds the fix plan: JSON-LD, content briefs, llms.txt, AEO checks. Also ships as an MCP server for ChatGPT, Claude, Cursor.
Attention & discussion velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Performance
Pace needs two or more snapshots. This launch has 1, so velocity and momentum read as unmeasured rather than zero.
Velocity—
not measured
Momentum—
not measured
Virality—
not measured
Engagement—
not measured
Signal sources
1 of 6 active- Launch tracking1 reading 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.