Obserf
Early signalFind conversations where your product can genuinely help
Launched 1mo ago
Signal
23
Velocity
0
What this means
+30%Launching in a 30% WoW growing category.
Open Source had 129 launches this week vs 99 last.
21Founder Conviction Index: 21 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
9%
today
Projected end-of-day votes
4range 3–5
Trajectory
stable
Vote pace holding steady.
About
Obserf finds public conversations and listings where your product could genuinely help, filters out weak matches, ranks the rest, and drafts what you could say. It’s an open-source, local-first CLI for developers and indie makers. It never posts – you stay in control.
AI Summary
Obserf is an open-source command-line interface that identifies relevant public conversations and listings where a product can provide assistance, filtering and ranking the results. It generates suggested responses while ensuring users maintain control over their interactions.
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 tracking10 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.