AI Competitor Detection
Discover which competitors AI recommends instead of you — and how often. LLMRanky identifies every competitor mentioned in AI responses and quantifies their share of AI recommendations across ChatGPT, Claude, and Perplexity.
AI competitor detection reveals the competitive landscape as AI models see it. When customers ask ChatGPT, Claude, or Perplexity about your industry, who do they recommend? LLMRanky captures every competitor mentioned across all responses, tracks mention frequency, position, and sentiment, and builds a real-time competitive intelligence picture that no traditional tool can provide.
See who AI recommends instead of you
Every time AI answers a question about your industry without mentioning your brand, it's recommending someone else. LLMRanky identifies exactly which competitors are filling that space — and on which questions.
Competitor detection isn't just about knowing who your rivals are — it's about understanding which competitors have AI's trust, on which questions, and in which models. This is competitive intelligence you can't get anywhere else.
With this data, you can reverse-engineer what your top competitors are doing to earn AI recommendations — and replicate those strategies faster.
Guessing vs Knowing Your AI Competition
Your SEO competitor isn't necessarily your AI competitor. The landscape looks very different.
Optimizing for the wrong competition
You know your SEO competitors. But AI models may recommend completely different brands — newer players with strong structured data, or established brands with better press coverage.
You miss the one new competitor eating your AI share — a challenger brand that published a comprehensive comparison guide 6 months ago and now appears in 80% of AI responses in your category.
Real-time AI competitor intelligence
LLMRanky extracts every competitor mentioned across all 30 questions, all three models, and both modes — ranked by mention frequency. You know exactly who's getting AI recommendations you're not.
Click any competitor to see which questions they dominate, which models favor them, and what positioning they use. Build a counter-strategy based on real AI data.
Competitor data per question, per model
Competitor A might dominate ChatGPT responses but be absent from Claude. Competitor B appears mainly in comparison questions. Competitor C has strong native knowledge but weak web search performance.
These patterns reveal actionable insights: which content types work (Competitor A must have strong structured content for ChatGPT), which audiences they target, and which gaps exist in their positioning that you can exploit.
Use this competitive intelligence to guide your GEO optimization strategy. Publish content that fills the gaps your competitors leave. Earn AI citations on the questions they don't own.
How AI Competitor Detection Works
A systematic competitive intelligence pipeline — from question generation to per-model competitor ranking — that reveals exactly who is eating your AI share.
1. Question Generation
LLMRanky crawls your site and generates 30 strategic questions covering all the queries your customers ask AI about your industry.
2. Response Mining
Every question is sent to ChatGPT, Claude, and Perplexity. Every brand and competitor mention in every response is identified and recorded.
3. Competitive Ranking
Competitor mentions are ranked by frequency, analyzed by question category, and mapped to each AI model. You see who appears where and how often.
4. Competitor Gap Analysis
A prioritized list of competitor-dominated questions with content recommendations — your roadmap for reclaiming AI share from competitors.
See Who AI Recommends Over You
Free scan reveals exactly which competitors appear in AI responses about your industry. See who AI recommends instead of you. No credit card required.
Detect AI Competitors →