TabsPilot
Quiet signalAI product categorization for your store’s categories
Launched 14d ago
Signal
18
Velocity
21
What this means
20%Vote pace is below typical for AI Agents.
Running at 20% of comparable launches.
+60%Launching in a 60% WoW growing category.
E-Commerce had 48 launches this week vs 30 last.
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
9%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.2×
123 AI Agents launches
About
Automatically categorize products into your store’s categories. Upload your product catalog and category list. TabsPilot assigns products to your existing categories, flags uncertain matches for review, and exports the results to Excel or CSV. Try 100 products free
AI Summary
TabsPilot automates product categorization for e-commerce stores by assigning products to existing categories based on uploaded catalogs. It flags uncertain matches for review and allows users to export results in Excel or CSV format.
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
2 of 6 active- Launch tracking1 reading since we picked it up
- AI analysisAI Agents
- 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.