lurk

Notable signal

Free, open-source Reddit and Twitter lead monitoring

Launched 8h ago

Signal

Velocity

What this means

4.7×Growing 4.7× faster than the typical Marketing launch.

Compared to 3 Marketing launches at the same age.

31%Mid-tier finish likely.

Projecting attention of 94 by end of day-1.

17Founder Conviction Index: 17 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

31%

today

Projected end-of-day votes

94range 71–127

Trajectory

stable

Not enough snapshots yet to detect trajectory.

Speed vs peers

4.7×

3 Marketing launches

About

lurk watches Reddit and X for people asking for a product like yours, scores each post with a one-line reason, and sends new ones to email, Slack, Discord or a webhook. Also finds the Reddit threads Google ranks for you. Free and open source.

AI Summary

Lurk is a free, open-source tool that monitors Reddit and X for product-related inquiries, scoring each post with a brief rationale. It delivers updates via email, Slack, Discord, or webhook and identifies relevant Reddit threads that rank on Google.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement6

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.

95/8

Timeliness5%100

carried 7%

Novelty15%30

carried 20%

Trend20%30

carried 27%

Business15%4

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 tracking2 readings since we picked it up
AI analysisMarketing
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring13% 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.