Pennyweight

Early signal

Keep your human happy. They hate bookkeeping.

Launched 1d ago

Signal

Velocity

What this means

+40%Launching in a 40% WoW growing category.

Money had 14 launches this week vs 10 last.

15Founder Conviction Index: 15 — 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

10range 8–14

Trajectory

stable

Vote pace holding steady.

About

Keep your human happy. They hate bookkeeping. Traditional accounting software was built for humans to operate – then AI was added as an afterthought. Pennyweight starts from the other end: a ledger whose primary user is your AI. Connect any assistant you already use. What's new: it remembers. Every decision is stored with its reasoning, your corrections are pinned so no future session undoes them, and every AI action is auditable. Other tools reset each chat. Ours picks up where it left off.

AI Summary

Pennyweight is an AI-driven personal finance tool designed to streamline bookkeeping by allowing AI assistants to manage the ledger. It retains decision-making history and user corrections for continuity and auditability, unlike traditional accounting software.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement60

Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

ThinLittle evidence and no strong angle. Nothing to build on yet.

115/8

Timeliness5%94

carried 7%

Novelty15%68

carried 20%

Trend20%38

carried 27%

Business15%12

carried 20%

Story20%0

carried 27%

Not measured · 3 of 8

Revenue10%—

Founder10%—

Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured

Full audit →

Signal sources

3 of 6 active

Launch tracking6 readings since we picked it up
AI analysisFinance / Fintech
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring0% evidence coverage

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.