MuChat
Quiet signalTurn Instagram comments into DMs, leads and customers
Launched 29d ago
Signal
18
Velocity
21
What this means
30%Vote pace is below typical for this category.
Running at 30% of comparable launches.
+400%Launching in a 400% WoW growing category.
Instagram had 5 launches this week vs 1 last.
25Founder Conviction Index: 25 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
10%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.3×
236 comparable launches
About
MuChat auto-replies to Instagram comments, story replies and DMs. Set a keyword and every matching comment gets a DM with your link, code or guide. Build multi-step flows, collect emails and work every chat in one inbox. Free plan, official Instagram API.
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.