FINDING #4337 · UNIT ID 1161715631
ScrapingBee/google-reviews-scraper
Google Reviews API integration and scalable Google Reviews Scraper for extracting ratings, review text, and business insights from Google Maps using a structured Google Review API.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
5% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
8.67
ACCEL
+2.50
RETENTION
0.0%
PEAK 2026-07-27 · FORK-RETENTION 0.0% · 26 STARS / WINDOW
Author Audience
AUDIENCE
691
FOLLOWERS
39
OWNER ★
3,063
Engagement Signals
FORKS
1
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 26 / 26 (DIVERSITY 1.00)
Why This Is A Finding
ScrapingBee/google-reviews-scraper собрал 26 звёзд за окно, тогда как у автора всего 39 подписчиков — эффективная аудитория ≈ 691. Это даёт surprise-индекс 0.0119 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 4% OF 4503 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4503 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 4%
VELOCITY8.675.33+3.33ABOVE 69%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS1457-456ABOVE 1%
SURPRISE0.010.00+0.01ABOVE 71%