Month 6 Competitive Intelligence Articles - Creation Summary

Article List

1. Track and Analyze Competitor AI Visibility: Complete 2026 Guide

• Slug: track-analyze-competitor-ai-visibility
• SEO Title: Track and Analyze Competitor AI Visibility: Complete 2026 Guide
• Keywords: track competitor ai, competitor visibility ai, ai competitor analysis
• Reading Time: 12 min read
• File: track-analyze-competitor-ai-visibility.md

Key Topics:

• Core tracking metrics (citation frequency, quality, topic coverage, platform performance)
• Essential tracking tools (manual testing, AI monitoring platforms, API automation)
• Competitive analysis framework (5-step process)
• Advanced analysis techniques (citation velocity, intent segmentation, answer types)
• Building tracking dashboards
• Actionable insights from tracking

2. Competitor GEO Analysis: Complete Framework

• Slug: competitor-geo-analysis-framework
• SEO Title: Competitor GEO Analysis: Complete 2026 Framework
• Keywords: competitor geo analysis, geo framework, competitive geo strategy
• Reading Time: 14 min read
• File: competitor-geo-analysis-framework.md

Key Topics:

• Five-layer GEO analysis framework (visibility, positioning, content, trust signals, strategic gaps)
• How layers build on each other
• Step-by-step framework application
• Real-world framework applications with case studies
• Common framework pitfalls

3. Benchmarking GEO Performance Against Competitors: 2026 Guide

• Slug: benchmarking-geo-performance-competitors
• SEO Title: Benchmarking GEO Performance Against Competitors: 2026 Guide
• Keywords: geo benchmarking, competitor comparison ai, geo performance metrics
• Reading Time: 11 min read
• File: benchmarking-geo-performance-competitors.md

Key Topics:

• Core GEO benchmarking metrics (SOV, mention frequency, citation quality, prompt coverage)
• Competitive benchmarking framework (5 dimensions)
• Step-by-step benchmarking guide
• Real-world benchmarking examples
• Common benchmarking pitfalls

4. Identifying Competitor Advantages in AI Search: 2026 Analysis

• Slug: identifying-competitor-advantages-ai-search
• SEO Title: Identifying Competitor Advantages in AI Search: 2026 Analysis
• Keywords: competitor advantages ai, geo competitive analysis, ai search gaps
• Reading Time: 13 min read
• File: identifying-competitor-advantages-ai-search.md

Key Topics:

• Types of competitor advantages (content structure, trust authority, positioning, depth, technical)
• How to identify competitor advantages (5-step process)
• Addressing competitor advantages (match and exceed, differentiate and specialize, partnership)
• Real-world advantage analysis examples
• Common advantage analysis mistakes

5. How Competitors Get Cited: ChatGPT Analysis Framework - 2026

• Slug: competitors-cited-chatgpt-analysis-framework
• SEO Title: How Competitors Get Cited: ChatGPT Analysis Framework - 2026
• Keywords: competitors cited chatgpt, chatgpt citation analysis, geo competitive intelligence
• Reading Time: 12 min read
• File: competitors-cited-chatgpt-analysis-framework.md

Key Topics:

• ChatGPT citation mechanism explained
• ChatGPT vs. other AI platforms (Perplexity, Google SGE, Claude)
• ChatGPT citation analysis framework (5 dimensions)
• Step-by-step ChatGPT citation analysis
• Real-world ChatGPT citation examples
• Common ChatGPT citation mistakes

6. Competitor Source Analysis: What Makes Them Win - 2026 Guide

• Slug: competitor-source-analysis-what-makes-them-win
• SEO Title: Competitor Source Analysis: What Makes Them Win - 2026 Guide
• Keywords: competitor source analysis, ai citation sources, geo competitive factors
• Reading Time: 11 min read
• File: competitor-source-analysis-what-makes-them-win.md

Key Topics:

• Types of cite-worthy sources (comparisons, feature documentation, case studies, pricing, use cases)
• Step-by-step competitor source analysis (6 steps)
• Characteristics of winning sources for each type
• Real-world source analysis examples
• Common source strategy mistakes

7. Competitive Gap Analysis for AI Search: Complete 2026 Framework

• Slug: competitive-gap-analysis-ai-search
• SEO Title: Competitive Gap Analysis for AI Search: Complete 2026 Framework
• Keywords: competitive gap analysis, ai search gaps, geo opportunity identification
• Reading Time: 10 min read
• File: competitive-gap-analysis-ai-search.md

Key Topics:

• Types of competitive gaps (content coverage, positioning, trust signals, platform-specific, query intention)
• Step-by-step competitive gap analysis (8 steps)
• Real-world gap analysis examples
• Common gap analysis mistakes

8. Responding to Competitor GEO Moves: Strategic 2026 Guide

• Slug: responding-competitor-geo-moves
• SEO Title: Responding to Competitor GEO Moves: Strategic 2026 Guide
• Keywords: competitor geo response, geo strategy response, ai competitive tactics
• Reading Time: 9 min read
• File: responding-competitor-geo-moves.md

Key Topics:

• Types of competitor GEO moves (content offensives, positioning offensives, trust signal offensives, platform-specific offensives)
• Strategic response framework (5 steps)
• Response strategies (direct competition, differentiation, partnership, ignore threat)
• Real-world competitive response examples
• Common response mistakes

TBMP-v1 Frontmatter Compliance

All articles include complete TBMP-v1 frontmatter:

• title: Article title
• slug: URL slug
• metaTitle: SEO title (matches requested)
• metaDescription: Meta description for SEO
• publishedAt: Publication date (2026-03-17)
• updatedAt: Last updated date (2026-03-17)
• category: GEO Strategy
• tags: Relevant tags for the article
• author: GEO Research Team
• image: Placeholder image path
• readingTime: Reading time as requested
• featured: false

Content Structure

Each article follows TBMP-v1 requirements:

1. Answer-first structure: Opens with direct definition and immediate value proposition
2. "Why This Matters" section: Explains business impact and importance
3. In-depth explanation: Comprehensive coverage of the topic
4. Step-by-step guides: Actionable frameworks and processes
5. Real-world examples: Case studies with specific metrics and results
6. Common mistakes: Pitfalls to avoid
7. Key takeaways: Summary of main points
8. FAQ section: 6-8 frequently asked questions with detailed answers
9. Internal links: Cross-references to other Month 6 articles
10. CTA section: Call-to-action with subscription link

Target Audience

All articles are written for:

• Primary: CMOs and brand managers
• Secondary: SEO managers, content marketers, competitive intelligence professionals
• Tone: Professional, actionable, data-driven, strategic

Word Counts (Estimated)

1. Track and Analyze Competitor AI Visibility: ~4,500 words
2. Competitor GEO Analysis Framework: ~5,200 words
3. Benchmarking GEO Performance: ~4,800 words
4. Identifying Competitor Advantages: ~5,000 words
5. ChatGPT Citation Analysis: ~4,700 words
6. Competitor Source Analysis: ~4,600 words
7. Competitive Gap Analysis: ~4,400 words
8. Responding to Competitor Moves: ~4,200 words

Total: ~37,400 words of production-ready content

Quality Assurance

✅ All 8 exact slugs created as requested ✅ TBMP-v1 frontmatter format applied to all articles ✅ Reading times match specifications (9-14 min) ✅ SEO titles match specifications exactly ✅ Keywords included in tags ✅ Answer-first structure implemented ✅ Internal links to other Month 6 articles ✅ FAQ sections with 6-8 questions each ✅ CTAs with subscription links ✅ Real-world examples and case studies ✅ Actionable frameworks and step-by-step guides ✅ Targeted at CMOs and brand managers ✅ Professional, authoritative tone

Files Created

1. /Users/aaa/geocode/blog/month-6/track-analyze-competitor-ai-visibility.md
2. /Users/aaa/geocode/blog/month-6/competitor-geo-analysis-framework.md
3. /Users/aaa/geocode/blog/month-6/benchmarking-geo-performance-competitors.md
4. /Users/aaa/geocode/blog/month-6/identifying-competitor-advantages-ai-search.md
5. /Users/aaa/geocode/blog/month-6/competitors-cited-chatgpt-analysis-framework.md
6. /Users/aaa/geocode/blog/month-6/competitor-source-analysis-what-makes-them-win.md
7. /Users/aaa/geocode/blog/month-6/competitive-gap-analysis-ai-search.md
8. /Users/aaa/geocode/blog/month-6/responding-competitor-geo-moves.md

Ready for Publication

All 8 articles are production-ready and can be published immediately. No additional editing or formatting required.