Brand GEO Master

Detect your brand's visibility across AI search platforms, generate scores and optimization recommendations.

Core Features

• Multi-platform detection: Search 9 AI platforms simultaneously
• GEM Score: 0-100 visibility score with grade classification
• AI Reason Analysis: Understand why brand is not recommended
• Feishu Push: Auto-send report as interactive card
• No API key required: Local Playwright for free tier

Quick Start

# Detect a single brand
python3 scripts/geo_report.py "Brand Name"

# Detect multiple brands (including competitors)
python3 scripts/geo_report.py "Brand A" "Brand B"

# No Feishu push (for debugging)
python3 scripts/geo_report.py "Brand Name" --no-push

# Check quota status
python3 scripts/geo_report.py --status

Score Guide

Platform Coverage

Config File

Config is at config.json:

{
  "platforms": {
    "kimi": {"enabled": true, "weight": 1.0},
    "xinhuo": {"enabled": true, "weight": 0.9},
    "yiyan": {"enabled": true, "weight": 0.9},
    "zhipu": {"enabled": true, "weight": 0.8},
    "deepseek": {"enabled": false},
    "qianwen": {"enabled": false},
    "doubao": {"enabled": false},
    "mita": {"enabled": false},
    "hunyuan": {"enabled": false},
    "xunfei": {"enabled": false}
  },
  "report": {
    "push_to_feishu": true,
    "feishu_webhook": "Your Feishu group bot webhook URL"
  }
}

Billing

• Pay-per-call: $0.0100 USDT per execution via SkillPay.me
• Balance insufficient: Payment URL returned — user tops up at https://skillpay.me/brand-geo-master
• External data flow: FEISHU_USER_ID transmitted to skillpay.me for billing identification
• Billing model: Each full scan (single brand or batch) = 1 call = $0.0100 USDT

Required Environment Variables

License

MIT