BeyondComments

Early signal

Understand your audience from YouTube, TikTok and X comments

Launched 8d ago

Signal

Velocity

What this means

-67%Category cooling: Twitter.

Launches down 67% week-over-week.

17Founder Conviction Index: 17 — low signal.

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

3 launchesSerial maker — this is their 3rd launch.

Best prior: HollerScout, attention 4.

Prediction

Top-5 finish probability

today

Projected end-of-day votes

4range 3–5

Trajectory

stable

Vote pace holding steady.

Speed vs peers

1×

45 Marketing launches

About

New: BeyondComments now reads TikTok comments and X post replies, not just YouTube. Paste a link to any public video or post and get one report on what your audience is talking about: their questions, their requests, how they feel, and the buying, sponsor, and collab signals worth a reply. Every point links to the comments behind it. No channel to connect. Free: 50 comments, 3 reports a day. Full: up to 5,000 comments, report chat, and PDF export.

AI Summary

BeyondComments analyzes comments from YouTube, TikTok, and X to provide insights on audience sentiment, questions, and engagement signals. The free version allows for 50 comments and 3 reports daily, while the full version supports up to 5,000 comments and additional reporting features.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement—

not measured

Signal sources

2 of 6 active

Launch tracking11 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 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.