FINDING #5022 · UNIT ID 1356159928
Albert-Weasker/niubigeo
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
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
82% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
275.29
ACCEL
-12.89
RETENTION
3.8%
PEAK 2026-09-09 · FORK-RETENTION 30.5% · 1,927 STARS / WINDOW
Author Audience
AUDIENCE
420
FOLLOWERS
41
OWNER ★
3,790
Engagement Signals
FORKS
92
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,927 / 1,927 (DIVERSITY 1.00)
Why This Is A Finding
Albert-Weasker/niubigeo собрал 1,927 звёзд за окно, тогда как у автора всего 41 подписчиков — эффективная аудитория ≈ 420. Это даёт surprise-индекс 0.60 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 30.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 49% OF 9789 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 49%
VELOCITY275.293.43+271.86ABOVE 100%
RETENTION3.8%37.5%-33.7 PPABOVE 12%
FORKS92120-28ABOVE 44%
SURPRISE0.600.01+0.59ABOVE 100%