NiubiGEO

Strong signal

Open-source AI visibility. Human-powered growth.

Launched 1d ago

Signal

Velocity

What this means

2.8×Growing 2.8× faster than the typical B2B SaaS launch.

Compared to 10 B2B SaaS launches at the same age.

32%Mid-tier finish likely.

Projecting attention of 75 by end of day-1.

Rising steadily

Steady upward velocity sustained.

+150%Launching in a 150% WoW growing category.

Growth Hacking had 5 launches this week vs 2 last.

22Founder Conviction Index: 22 — low signal.

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

Prediction

Top-5 finish probability

32%

today

Projected end-of-day votes

75range 56–101

Trajectory

rising

Steady upward velocity sustained.

Speed vs peers

2.8×

10 B2B SaaS launches

About

NiubiGEO combines open-source AI visibility and competitor reports with human-powered product growth. See how AI describes your product, which competitors appear, and inspect original answers and sources. Arrange paid human AI testing, product trials, content creation and distribution through the official platform. Plan tasks and budgets with Growth Canvas, then retest AI visibility. Self-hosted software is free; API, hosting and services cost extra.

AI Summary

NiubiGEO is an open-source platform that provides AI visibility and competitor analysis, enabling users to assess product positioning and growth opportunities. The software is free for self-hosting, with additional costs for API access, hosting, and human-powered services.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement16

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.

InvestigateRanks high on little evidence. Worth a look, but verify before committing.

155/8

Timeliness5%96

carried 7%

Trend20%50

carried 27%

Novelty15%40

carried 20%

Business15%15

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 tracking7 readings since we picked it up
AI analysisB2B SaaS
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring23% 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.