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Albert-Weasker/niubigeo

Establishedrank #182

Open-source AI brand visibility and competitor reports. Official website: https://niubigeo.ai/ | Paid services: AI testing by real people and GEO optimization. Pricing: https://niubigeo.ai/pricing

4.9k+945 · 7d 305 31est. Apache-2.0TypeScriptpushed 6d ago

Compare View on GitHub

Composite

conf 65%

Momentum

conf 60%

Vitality (PVI)

conf 67%

Community

conf 60%

Security & maint.

conf 85%

Ecosystem influence

conf 60%

Opportunity

conf 60%

Breakout · 7d

39%

conf 71%

Executive summary

niubigeo is currently classified as established with a composite score of 65/100. Momentum (67) and vitality (65) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 945 stars against a 4.9k-star base. Risk is assessed as moderate; the interpretable model puts its probability of entering the top trend cohort within 7 days at 39%.

90-day trajectory

+4.7k · 30d

2026-06-302026-09-27

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%83

Star accelerationest.15%43

Fork velocityest.10%75

Contributor growthest.10%54

Issue activity growthest.10%38

PR activity growthest.10%58

External mention velocityest.10%100

Release event impactest.5%83

Trending-rank persistenceest.5%56

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%81

Release cadenceest.15%66

PR responsivenessest.15%36

Issue responsivenessest.15%75

Contributor diversityest.10%56

Maintainer continuityest.10%44

Documentation qualityest.5%83

Dependency freshnessest.5%75

Security hygieneest.5%83

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%86

License clarity20%92

Maintenance status25%81

Dependency stalenessest.15%68

Bus factorest.15%52

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%65

Quality-weighted dependentsest.20%52

Documentation citationsest.15%50

Contributor overlapest.15%78

Registry adoptionest.10%49

Topic centralityest.10%3

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption