# Deep Competitor Analysis: Uncover How Rivals Rank in AI Search A 7-phase workflow to map your competitive landscape, run keyword gap analysis, compare AI platform visibility, and build strategic positioning against competitors. **Author:** JP Garbaccio | **Duration:** 5-7 days | **Difficulty:** Intermediate | **Last Updated:** February 5, 2026 --- Most teams know who their business competitors are. Fewer know who's actually beating them in AI search. The domains showing up when someone asks ChatGPT for recommendations in your space might not be who you expect. This workflow fixes that blind spot. Over the next 5-7 days, you'll build a complete picture of your competitive landscape: who's winning, where they're winning, and exactly what you need to do to take that visibility back. --- ## Phase 1: Map Your Competitive Landscape Before you can compete, you need to know who you're competing against. And in AI search, that's often not who you think. There are two types of competitors to track. **Direct competitors** are the obvious ones: companies selling similar products to similar people. **SERP competitors** are trickier. These are domains that keep appearing in AI responses for your target prompts, even if they're not actually competing for your customers. A media site, an industry blog, or a comparison platform might be eating your visibility without you realizing it. ### Auto-Discover Your SERP Competitors Use the Searchable Agent to identify who's actually showing up: ``` Analyze my current visibility data and identify: 1. The top 10 domains that appear most frequently in AI responses for my tracked prompts 2. Classify each as either a direct business competitor or SERP-only competitor 3. Show me how often each appears vs. how often I appear 4. Identify any surprise competitors I might not have considered ``` The Agent will query your visibility data and use DataForSEO to identify domains competing for your prompts. ### Add Competitors to Your Project Once you've identified your competitors, add them in Settings → Project Settings → Competitors. Mark each as either a direct competitor (competing for business) or a SERP competitor (competing for visibility only). This distinction matters for how you'll approach each one. --- ## Phase 2: Keyword Gap Analysis Now that you know who you're competing against, it's time to understand where they're beating you. ### Run Comprehensive Keyword Analysis Use the Agent to map out the gaps: ``` Run a detailed keyword gap analysis comparing my domain against my top 3 competitors. I want to see: 1. Keywords they rank for that I don't rank for at all 2. Keywords where they significantly outrank me (10+ positions better) 3. Keywords where I'm in striking distance (positions 11-20) 4. High-volume keywords with low difficulty I could target For each keyword, include: search volume, difficulty score, my current rank, competitor rank, and estimated traffic potential. ``` ### Understand the Gap Matrix The analysis produces four quadrants you need to think about differently: | Quadrant | What It Means | Your Strategy | |----------|---------------|---------------| | **Your Wins** | You rank, they don't | Protect these | | **Shared Space** | Both rank | This is the battleground | | **Content Gaps** | Neither ranks | Opportunity to claim first | | **Their Wins** | They rank, you don't | Steal these | ### Prioritize What to Steal Not all competitor keywords are worth pursuing. Ask the Agent to help prioritize: ``` From the keyword gap analysis, identify the top 10 keywords I should prioritize stealing from competitors. Consider: 1. Search volume (higher is better) 2. Keyword difficulty (lower is better for quick wins) 3. Commercial intent (buying keywords > informational) 4. Relevance to my business 5. Competitor position weakness (positions 5-20 are steal-able) Rank them by opportunity score and explain why each is worth pursuing. ``` --- ## Phase 3: AI Platform Visibility Comparison Different AI platforms have different preferences. A competitor might dominate you on ChatGPT but lose to you on Perplexity. Understanding these platform-level differences tells you where to focus. ### Compare Platform-by-Platform Performance Check Dashboard → Visibility → Platform Breakdown to see how you stack up: | Platform | Your Score | Competitor A | Competitor B | Winner | |----------|------------|--------------|--------------|--------| | ChatGPT | 45 | 62 | 38 | Comp A | | Claude | 52 | 41 | 55 | Comp B | | Gemini | 38 | 58 | 42 | Comp A | | Perplexity | 61 | 45 | 50 | You | ### Analyze Why Competitors Win on Specific Platforms When a competitor beats you on a specific platform, you need to understand why: ``` Compare my visibility on ChatGPT vs [Competitor A] who scores higher. Analyze: 1. What prompts do they get mentioned on that I don't? 2. What content do they have that AI cites? 3. Are there specific content formats they use that perform better? 4. What citations/sources does ChatGPT use when mentioning them? 5. What specific changes would help me compete on this platform? ``` ### Platform-Specific Strategies Each AI platform has its own preferences: **ChatGPT** favors well-structured content with clear definitions and comprehensive coverage. Create definitive guides and answer questions directly in the first paragraph. **Claude** favors nuanced, accurate content with citations. Include source references and balanced perspectives. **Gemini** leans heavily on content that ranks well in traditional Google Search. Standard SEO best practices still apply here. **Perplexity** favors current, up-to-date information with citations. Keep content fresh and include clear source links. --- ## Phase 4: Content Strategy Analysis You've identified the keyword gaps. Now you need to understand why competitors are winning those keywords. ### Analyze Competitor Content Use the Agent to reverse-engineer what's working for them: ``` Analyze the content strategy of [Competitor A]. I want to understand: 1. What types of content do they publish most? (guides, comparisons, tutorials, etc.) 2. What topics do they cover that I don't? 3. What's their average content depth/length? 4. Do they use structured data/schema? 5. What internal linking patterns do they use? 6. Where do they get cited by AI? Use web crawling to analyze their top pages. ``` ### Identify Differentiation Opportunities You don't want to just copy competitors. You want to beat them: ``` Based on the competitor content analysis, identify 5 content differentiation opportunities where I can create something better than competitors: 1. Outdated competitor content I can update 2. Topics they cover superficially that I can go deeper on 3. Perspectives or angles they're missing 4. Formats they don't use that could perform well 5. Questions their content doesn't answer well For each opportunity, give me a specific content title and angle. ``` ### Create Competitive Content Briefs Once you've identified opportunities, get detailed briefs: ``` Create a detailed content brief for the top opportunity identified: "[Topic from previous analysis]" Include: - Target keyword and secondary keywords - Content structure with H2/H3 headings - Key questions to answer - Points to differentiate from [Competitor A]'s coverage - Specific facts/stats to include - Schema markup recommendations - Internal linking opportunities - Word count target - AEO optimization checklist ``` --- ## Phase 5: Backlink & Authority Gap Analysis Content quality matters, but so does authority. If competitors have significantly more backlinks from authoritative sources, you'll need to close that gap. ### Compare Domain Authority ``` Compare the domain authority and backlink profiles between my domain and my top 3 competitors. Show me: 1. Domain Authority/Rating comparison 2. Total backlink count comparison 3. Referring domains count 4. Top linking domains for each competitor 5. Link velocity (are they building links faster than me?) ``` ### Identify Link Opportunities The best link opportunities are often hiding in plain sight: sites that link to your competitors but not to you. ``` Find backlink opportunities by analyzing where competitors get links that I don't have. Identify: 1. High-authority sites linking to competitors but not me 2. Resource pages in my industry 3. Guest posting opportunities 4. Unlinked brand mentions I could convert 5. Broken links on competitor pages I could reclaim Prioritize by domain authority and relevance. ``` ### Create Your Outreach List Turn opportunities into actionable outreach: ``` Create an outreach target list for link building based on the opportunities found. For each target, provide: 1. Domain name and URL 2. Domain authority 3. Why they'd link to me (what value can I offer?) 4. Suggested outreach angle 5. Priority (high/medium/low) Export this as a structured list I can use for outreach. ``` --- ## Phase 6: Strategic Positioning You've gathered the data. Now it's time to decide how you're going to compete. ### Determine Your Market Position Based on your keyword share analysis, figure out where you stand: **Market Leader (40%+ keyword share)**: Focus on defending your position and owning category keywords. Maintain comprehensive coverage and stay current. **Strong Challenger (20-40% share)**: Match competitor coverage but execute better. Outdo them on quality and depth. **Niche Player (10-20% share)**: Own specific segments and expand into adjacent areas. Build deep expertise in chosen niches. **Emerging (under 10% share)**: Be a fast follower and learn from leaders. Focus on quick wins and underserved topics. ### Define Your Differentiation Strategy ``` Based on all the competitive analysis we've done, recommend a differentiation strategy for my brand. Consider: 1. What unique strengths do I have that competitors don't? 2. What market gaps exist that I could fill? 3. What positioning statement would differentiate me? 4. What 3 key messages should I emphasize? 5. What content pillars should I build around? Be specific and actionable. ``` ### Create Competitive Battle Cards For each major competitor, create a reference document you can use: ``` Create a competitive battle card for [Competitor A] that I can reference when creating content or talking to customers. Include: 1. Their core offering and positioning 2. Their main strengths (what they do well) 3. Their weaknesses (where they fall short) 4. My advantages over them 5. Specific talking points/differentiators 6. Keywords to target against them 7. Content angles that position me favorably ``` --- ## Phase 7: Implement & Monitor Competitive analysis isn't a one-time exercise. You need systems to turn insights into action and keep tracking changes over time. ### Turn Insights into Tasks Use the Agent to create actionable work: ``` Based on our competitive analysis, create 10 actionable tasks for the next 30 days. Prioritize by: - Expected visibility impact - Effort required - Competitive urgency Add these to my task list. ``` ### Set Up Ongoing Monitoring Searchable automatically tracks your visibility vs. competitors on each prompt, share of voice changes over time, and new prompts where competitors appear. Build a weekly review habit. Every week, check: - Share of voice trends - New competitor content - Ranking position changes - Citation changes in AI responses ### Monthly Competitive Review Once a month, run a comprehensive check: ``` Provide a monthly competitive review. Compare: 1. My visibility changes vs. competitors this month 2. Keywords I gained or lost vs. competitors 3. New content they published that performed well 4. Opportunities I should pursue next month 5. Threats I should address Recommend strategy adjustments based on the data. ``` --- ## Success Metrics Track these metrics to measure your competitive improvement: | Metric | 30-Day Target | 90-Day Target | |--------|---------------|---------------| | Share of Voice | +5% | +15% | | Keywords Outranking Competitors | +20% | +50% | | Backlink Gap (vs top competitor) | -10% | -30% | | Platform Wins | +1 platform | +2 platforms | --- ## Where to Go Next Once you've completed this competitive analysis, there are several paths forward: **[AEO Strategy](https://www.searchable.com/workflows/aeo-strategy)** if you need to build out your complete AI visibility roadmap. **[Content Gap & Planning](https://www.searchable.com/workflows/content-gap-planning)** if you're ready to create content based on the opportunities you've identified. **[Create Task List](https://www.searchable.com/workflows/create-task-list)** if you need to break this down into specific, assignable tasks for your team. --- ## Frequently Asked Questions ### How often should I run competitive analysis? Do a deep dive like this every quarter. But set up weekly monitoring so you catch major changes quickly. If a competitor launches a major content push or your share of voice drops suddenly, you want to know immediately. ### What if I have too many competitors to track? Focus on 3-5 direct competitors and 3-5 SERP competitors. More than that and you'll spread yourself too thin. Prioritize by who shows up most often in AI responses for your highest-value prompts. ### Should I analyze business competitors or SERP competitors first? Start with whoever is actually showing up in AI responses for your target prompts. Sometimes your biggest visibility threat isn't a direct business competitor at all. ### How do I know if my competitive strategy is working? Track share of voice over time. If you're gaining ground on competitors for your priority keywords and showing up more often in AI responses, you're on the right track. If not, revisit your strategy. --- [Browse All Workflows](https://www.searchable.com/resources) | [Searchable Homepage](https://www.searchable.com)