The AI Ledger
Quiet signalAI Tool Directory for Accountants
Launched 19d ago
Signal
17
Velocity
0
What this means
40%Vote pace is below typical for this category.
Running at 40% of comparable launches.
14Founder Conviction Index: 14 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
3%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.4×
148 comparable launches
About
An independent directory of 250 AI tools for UK and US accountants and bookkeepers. Every tool gets an editor score, a sceptical review and real pricing, and scores are never for sale. Use the finder, compare tools, or ask for a free shortlist.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
1 of 6 active- Launch tracking2 readings 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.