FINDING #5670 · UNIT ID 1311068285
AIDevGTM/gtm-cofounder
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
67% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
17.00
ACCEL
+9.07
RETENTION
50.0%
PEAK 2026-08-09 · FORK-RETENTION 46.7% · 119 STARS / WINDOW
Author Audience
AUDIENCE
34
FOLLOWERS
16
OWNER ★
180
Engagement Signals
FORKS
21
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 119 / 119 (DIVERSITY 1.00)
Why This Is A Finding
AIDevGTM/gtm-cofounder собрал 119 звёзд за окно, тогда как у автора всего 16 подписчиков — эффективная аудитория ≈ 34. Это даёт surprise-индекс 0.23 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 46.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 42% OF 9721 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 42%
VELOCITY17.003.43+13.57ABOVE 87%
RETENTION50.0%32.1%+17.9 PPABOVE 76%
FORKS21130-109ABOVE 16%
SURPRISE0.230.01+0.22ABOVE 99%