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Google Reviews Pain Detector

Scrapes Google reviews for businesses to identify pain words related to missed calls and poor phone coverage, scoring lead quality for AI receptionist sales.
抓取谷歌商家评论,识别关于漏接电话和信号差的痛点关键词,并对线索质量进行评分,用于AI前台销售。
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数据分析 clawhub v1.0.0 1 版本 100000 Key: 无需
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概述

Google Reviews Pain Detector

Skill: google-reviews-pain-detector

Purpose: Scrape Google reviews for businesses and detect "pain words" that signal missed calls, poor phone coverage, and lost customers — hot signals for Gracie AI Receptionist leads.


What It Does

  1. Accepts a business name (+ optional address) as input
  2. Searches Google for [business name] reviews and scrapes result pages
  3. Also attempts to scrape Google Maps reviews directly
  4. Scans all review text for pain words indicating missed calls / unreachable staff
  5. Outputs: business name, matched pain words, example snippets, and a PAIN SCORE (0–10)
  6. Can run against the full Master Lead List with --list
  7. Can append HOT-tagged leads (score ≥ 3) to the Master Lead List with --save

Pain Words Detected

voicemail, no answer, hard to reach, couldn't get through, called 3 times,
never called back, missed call, didn't answer, goes to voicemail,
unanswered, unreachable, left a message

Usage

Single business

cd ~/StudioBrain/00_SYSTEM/skills/google-reviews-pain-detector
python3 detector.py "P.A.C. Plumbing Staten Island"
python3 detector.py "Victory Auto Repair" --address "3735 Victory Blvd, SI"

Full lead list scan

python3 detector.py --list

Scan + save HOT leads (score ≥ 3) back to master list

python3 detector.py --list --save

JSON output

python3 detector.py "Rafi's Auto Repair" --json
python3 detector.py --list --json

Output Example

══════════════════════════════════════════════════════
🔍 P.A.C. Plumbing, Heating & A/C
══════════════════════════════════════════════════════
📍 Address: 545 Port Richmond Ave, SI 10302
🔥 PAIN SCORE: 6/10
🎯 Pain Words Found: voicemail (3), no answer (1), never called back (1)

📋 Example Snippets:
  • "...went to voicemail every time I called after hours..."
  • "...no answer on Saturday, had to find another plumber..."
  • "...never called back after leaving a message..."

✅ HOT LEAD — Strong signal for Gracie AI Receptionist pitch

Dependencies

  • Python 3.9+
  • Scrapling skill at ~/StudioBrain/00_SYSTEM/skills/scrapling/ (with .venv)
  • No additional installs required

Files

FilePurpose
---------------
SKILL.mdThis file
detector.pyMain script

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-03-30 18:34 安全 安全

安全检测

腾讯云安全 (Keen)

安全,无风险
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腾讯云安全 (Sanbu)

安全,无风险
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