0cda07c57f
- Added two-stage LLM pipeline (Sonnet + Opus) for intelligent content analysis - Created comprehensive blog analysis module structure with 50+ technical categories - Implemented cost-optimized tiered processing with budget controls ($3-5 limits) - Built semantic understanding system replacing keyword matching (525% topic improvement) - Added strategic synthesis capabilities for content gap identification - Integrated batch processing with fallback mechanisms and dry-run analysis - Enhanced topic diversity from 8 to 50+ categories with brand tracking - Created opportunity matrix generator and content calendar recommendations - Processed 3,958 competitive intelligence items with intelligent tiering - Documented complete implementation plan and usage commands 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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4 KiB
JSON
136 lines
No EOL
4 KiB
JSON
{
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"high_opportunity_gaps": [],
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"medium_opportunity_gaps": [
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{
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"topic": "specific_filter",
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"competitive_strength": 4,
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"our_coverage": 0,
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"opportunity_score": 5.140000000000001,
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"suggested_approach": "Position as the definitive technical resource",
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"supporting_keywords": [
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"specific_filter"
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]
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},
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{
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"topic": "specific_refrigeration",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.1,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_refrigeration"
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]
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},
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{
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"topic": "specific_troubleshooting",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.1,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_troubleshooting"
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]
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},
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{
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"topic": "specific_valve",
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"competitive_strength": 4,
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"our_coverage": 0,
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"opportunity_score": 5.08,
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"suggested_approach": "Position as the definitive technical resource",
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"supporting_keywords": [
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"specific_valve"
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]
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},
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{
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"topic": "specific_motor",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.0,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_motor"
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]
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},
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{
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"topic": "specific_cleaning",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.0,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_cleaning"
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]
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},
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{
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"topic": "specific_coil",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.0,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_coil"
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]
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},
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{
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"topic": "specific_safety",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.0,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_safety"
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]
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},
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{
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"topic": "specific_fan",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.0,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_fan"
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]
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},
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{
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"topic": "specific_installation",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.0,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_installation"
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]
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},
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{
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"topic": "specific_hvac",
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"competitive_strength": 5,
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"our_coverage": 0,
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"opportunity_score": 5.0,
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"suggested_approach": "Approach from a unique perspective not covered by others",
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"supporting_keywords": [
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"specific_hvac"
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]
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}
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],
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"content_strengths": [
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"Refrigeration: Strong advantage over competitors",
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"Electrical: Strong advantage over competitors",
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"Troubleshooting: Strong advantage over competitors",
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"Installation: Strong advantage over competitors",
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"Systems: Strong advantage over competitors",
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"Controls: Strong advantage over competitors",
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"Efficiency: Strong advantage over competitors",
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"Codes Standards: Strong advantage over competitors",
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"Maintenance: Strong advantage over competitors",
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"Furnace: Strong advantage over competitors",
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"Commercial: Strong advantage over competitors",
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"Residential: Strong advantage over competitors"
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],
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"competitive_threats": [],
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"analysis_summary": {
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"total_high_opportunities": 0,
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"total_medium_opportunities": 11,
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"total_strengths": 12,
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"total_threats": 0
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}
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} |