Threads Auto Poster
Quiet signalA self-hosted Threads scheduler with AI-assisted drafts
Launched 27d ago
Signal
18
Velocity
21
What this means
30%Vote pace is below typical for this category.
Running at 30% of comparable launches.
20Founder Conviction Index: 20 — 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×
251 comparable launches
About
Threads Auto Poster is an open-source, self-hosted Threads scheduler for creators, developers, and small teams. Turn approved sources into AI-assisted drafts, review them before publishing, and manage your content calendar from your own VPS. Built for source-backed AI news, programming content, VibeCoder posts, and small-business promotion with SQLite, scheduling, analytics, and safe publishing controls.
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.