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Documentation Index

Fetch the complete documentation index at: https://docs.tldr.work/llms.txt

Use this file to discover all available pages before exploring further.

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Competitive Intelligence

Discover who AI engines recommend instead of you and learn from their strategy.

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Competitors Mentioned

After analysis, see which brands appear in AI responses:
Competitors mentioned
Metrics per competitor:
  • Mentions: How many times mentioned
  • Average Position: Where they rank
  • Engines: Which AI engines mention them
  • Prompts: In which queries they appear

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Competitive Benchmarking

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Example Report

BrandMentionsVisibilityAvg Position
Your Brand2040%#2.0
Competitor A3570%#1.5 ⭐
Competitor B2856%#2.2
Competitor C1530%#4.0
Insights:
  • Competitor A dominates - study their content
  • You rank above Competitor C - good positioning
  • Competitor B is close - monitor them

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Gap Analysis

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Prompts Where You’re Missing

See queries where competitors appear but you don’t: Example: 
Prompt: "Best CRM for startups"

✅ Mentioned: Salesforce (#1), HubSpot (#2), Pipedrive (#3)
❌ Not mentioned: Your brand
Action: Optimize content for “CRM for startups” keyword

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Engines Where Competitors Win

Example: 
Claude mentions:
- Competitor A: 8/10 prompts
- You: 2/10 prompts

Action: Study what Claude values (citations, detailed answers)

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Learning from Competitors

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Content Strategy

Visit competitor websites and note:
  • Keywords they use: What terms appear frequently?
  • Page structure: How is content organized?
  • Use cases: What industries do they target?
  • Social proof: Case studies, testimonials, client logos

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AI Optimization Tactics

Check if competitors:
  • Have FAQ pages (AI loves structured Q&A)
  • Publish blog posts (more content = more visibility)
  • Have comparison pages (“vs Competitor” pages)
  • Get mentioned in directories/review sites

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Tracking Competitors

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Create Competitor Projects

  1. Go to Analytics > AI Search
  2. Create project with competitor domain
  3. Use same prompts as your own analysis
  4. Compare results
Benefits:
  • Track competitor visibility over time
  • See their strengths/weaknesses
  • Identify opportunities to overtake them

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Next Steps

Optimization Tips

Learn how to outrank competitors

Run New Analysis

Re-test after optimizations
Competitors analyzed! Next: Optimize your content →