FINDING #4790 · UNIT ID 996550895
amplifying-ai/awesome-generative-engine-optimization
A curated guide to Generative Engine Optimization (GEO) resources: guides, tools & research to boost visibility in AI-powered search engines.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
68% 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
1.68
ACCEL
-0.00
RETENTION
8.9%
PEAK 2026-07-07 · FORK-RETENTION 0.0% · 303 STARS / WINDOW
Author Audience
AUDIENCE
150
FOLLOWERS
21
OWNER ★
538
Engagement Signals
FORKS
112
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 303 / 303 (DIVERSITY 1.00)
Why This Is A Finding
amplifying-ai/awesome-generative-engine-optimization собрал 303 звёзд за окно, тогда как у автора всего 21 подписчиков — эффективная аудитория ≈ 150. Это даёт surprise-индекс 0.00888 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 19% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 19%
VELOCITY1.683.29-1.61ABOVE 9%
RETENTION8.9%11.3%-2.4 PPABOVE 42%
FORKS11299+13ABOVE 54%
SURPRISE0.010.01-0.00ABOVE 46%