# AI Google My Business (GMB) Profile Analysis Agent A production-ready AI agent that analyzes Google Business Profiles and provides actionable recommendations to improve local search rankings and customer engagement. ## Features ### Free Version (Lead Magnet) - **6-Category Analysis**: Basic info, contact, hours, photos, reviews, description - **Scoring System**: 0-100 score with performance category (poor/fair/good/excellent) - **Issue Detection**: Identifies missing elements with severity levels - **Prioritized Recommendations**: Actionable improvements with impact estimates - **Quick Wins**: Fast, high-impact fixes you can do in 5-15 minutes ### Paid Version (Deep Audit) - **Everything in Free** PLUS: - **Competitor Analysis**: Compare with up to 5 competitors (reviews, photos, ratings) - **Keyword Gap Analysis**: Identify missing SEO keywords - **Review Velocity Tracking**: Monthly review rate vs competitors - **30-Day Action Plan**: Week-by-week prioritized tasks with time estimates - **Advanced Insights**: Detailed optimization strategies ### Auto-fill Module - **Safe Data Extraction**: Extract business info from websites (with user confirmation) - **Schema.org Support**: Reads structured data automatically - **No Aggressive Scraping**: Respectful, ethical data gathering ## Perfect For - Local SEO agencies - Marketing consultants - Small business owners - Digital marketing agencies - Business consultants ## Tech Stack - Python 3.11+ - Pydantic for data validation - Modular architecture (autofill, free, paid modules) - JSON-based configuration - Type-safe models ## Quick Start ```bash cd agents/gmb-analysis-agent pip install -r requirements.txt # Run demo python demo.py # Test free analysis python -m free.analyzer --test # Test paid analysis python -m paid.analyzer --test ``` ## Use Cases 1. **Lead Generation**: Offer free analysis to attract clients 2. **Upsell to Paid**: Show value, then offer deep audit 3. **Agency Tool**: Analyze client profiles and competitors 4. **Automated Reports**: Generate professional audit reports 5. **Monitoring**: Track profile improvements over time