Competitor Analysis — SEO/GEO Intelligence & Positioning
Analyze competitors' search presence and build comparison pages that capture decision-stage traffic.
What This Does
Provides a complete competitive intelligence framework for SEO and GEO:
- Identify what competitors rank for (that you don't)
- Analyze their AI search citation frequency
- Build comparison pages that intercept buyers during evaluation
- Find content gaps you can exploit
Competitive Analysis Framework
Step 1: Competitor Identification Matrix
| Category | How to Find | Priority |
|---|---|---|
| Direct competitors | Same core product/feature | High |
| SEO competitors | Rank for your target keywords | High |
| AI citation competitors | Cited when users ask about your category | Medium |
| Content competitors | Rank for your educational keywords | Medium |
Step 2: Keyword Gap Analysis
Process:
1. Export your ranked keywords (Ahrefs/Semrush)
2. Export competitor's ranked keywords
3. Find: Keywords they rank for, you don't
4. Filter: Volume > 100, KD < 40, business relevance > 3/5
5. Prioritize: Intent match × volume × achievability
Output Format:
| Keyword | Competitor Rank | Volume | KD | Your Opportunity |
|---|---|---|---|---|
| [keyword] | #3 | 2,400 | 25 | New blog post |
| [keyword] | #7 | 890 | 18 | Existing page optimization |
Step 3: AI Citation Audit
Check how often competitors are cited vs you in AI engines:
For each target query:
1. Ask ChatGPT: "[your category] best tools"
2. Ask Perplexity: same query
3. Ask Claude: same query
4. Record: Who gets cited? What content gets linked?
5. Analyze: What makes their content more citable?
Step 4: Comparison Page SOP
Every competitor deserves a comparison page: yoursite.com/vs/[competitor]
Page Structure:
# [Your Product] vs [Competitor]: [Year] Honest Comparison
## TL;DR
[Fair 2-sentence summary — who should pick what]
## Quick Feature Comparison
| Feature | You | Competitor | Notes |
|---------|-----|------------|-------|
| [feature 1] | ✅ | ❌ | [context] |
| [feature 2] | ✅ | ✅ | [your advantage] |
| Pricing | $X/mo | $Y/mo | [value framing] |
## Where [You] Wins
[Specific use cases with evidence]
## Where [Competitor] Wins
[Be honest — builds trust and E-E-A-T]
## Migration Guide
[If switching from competitor to you — tactical value]
## FAQ
[Questions people ask when comparing — Schema markup]
Key Rules:
- Be genuinely fair — one-sided pages don't rank or convert
- Update quarterly — stale comparison pages lose rankings
- Add Schema: FAQPage + Article
- Target keyword: "[competitor] vs [you]" AND "[you] vs [competitor]"
- Internal link from your pricing page and homepage nav
Step 5: Positioning Strategy
Based on competitive analysis, define:
| Element | Your Position |
|---|---|
| Category | What space do you own? |
| Differentiation | What's uniquely true about you? |
| Proof points | 3 specific numbers/stories |
| Anti-positioning | What you deliberately DON'T do |
Deliverables
After running this analysis, you'll have:
- Keyword gap report — 20-50 target keywords with action plans
- AI citation scorecard — Your visibility vs competitors across AI engines
- Comparison page drafts — Ready-to-publish vs pages for top 3 competitors
- Content calendar — Prioritized list of content to create/optimize
- Positioning document — Clear differentiation framework
Related Skills
- gingiris-seo-geo — Full SEO & GEO methodology
- gingiris-blog-writer — Write the comparison content
- gingiris-b2b-growth — B2B positioning strategy
🔗 About the Author
Iris Wei — Growth consultant for 150+ AI startups. Ex-COO at AFFiNE (69K GitHub stars).
- 🐦 Twitter: @WeiYipei — Daily growth tactics
- 💬 Consulting: @Iris_carrot on Telegram
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