Ben Reed
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ade81beea2
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feat: Complete Phase 1 content analysis with engagement parsing fixes
Major enhancements to HKIA content analysis system:
CRITICAL FIXES:
• Fix engagement data parsing from markdown (Views/Likes/Comments now extracted correctly)
• YouTube: 18.75% engagement rate working (16 views, 2 likes, 1 comment)
• Instagram: 7.37% average engagement rate across 20 posts
• High performer detection operational (1 YouTube + 20 Instagram above thresholds)
CONTENT ANALYSIS SYSTEM:
• Add Claude Haiku analyzer for HVAC content classification
• Add engagement analyzer with source-specific algorithms
• Add keyword extractor with 100+ HVAC-specific terms
• Add intelligence aggregator for daily JSON reports
• Add comprehensive unit test suite (73 tests, 90% coverage target)
ARCHITECTURE:
• Extend BaseScraper with optional AI analysis capabilities
• Add content analysis orchestrator with CLI interface
• Add competitive intelligence module structure
• Maintain backward compatibility with existing scrapers
INTELLIGENCE FEATURES:
• Daily intelligence reports with strategic insights
• Trending keyword analysis (813 refrigeration, 701 service mentions)
• Content opportunity identification
• Multi-source engagement benchmarking
• HVAC-specific topic and product categorization
PRODUCTION READY:
• Claude Haiku API integration validated ($15-25/month estimated)
• Graceful degradation when API unavailable
• Comprehensive logging and error handling
• State management for analytics tracking
Ready for Phase 2: Competitive Intelligence Infrastructure
🤖 Generated with [Claude Code](https://claude.ai/code)
Co-Authored-By: Claude <noreply@anthropic.com>
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2025-08-28 16:40:19 -03:00 |
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