What tool can tell me why ChatGPT recommends my competitors instead of my product?

One of the questions behind AI visibility tools ChatGPT recommends, asked in the ChatGPT app on Mon, Wed, Fri (logged out, from the US, a new chat each time). Kind: use case.

What ChatGPT recommended, last 28 days

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1. Nov 11, 2026 Top pick: Semrush · Analyze AI, Apify AI Visibility Tracker, RecoProof, Mentrel

   The tool category you're looking for is called AI Visibility Tracking or Generative Engine Optimization (GEO) software.

   But you need something more specific than a tool that simply counts brand mentions. You want one that diagnoses why ChatGPT recommends your competitors instead of your product, what sources influence that decision, and what you need to change.

   Here are my top recommendations.

   5 tools worth investigating

   1. Semrush AI Visibility Toolkit

   Best overall starting point

   • Tracks your brand against competitors.
   • Shows which topics competitors dominate.
   • Provides actual AI responses and share of voice.
   • Tracks ChatGPT recommendations over time.

   Explore Semrush

   2. Analyze AI

   Best for understanding WHY

   • Identifies prompts where competitors win.
   • Shows the language ChatGPT uses to justify recommendations.
   • Identifies URLs and websites cited as evidence.
   • Helps identify proof points competitors have that you lack.

   Explore Analyze AI

   3. Apify AI Visibility Tracker

   • Tracks ChatGPT and other AI platforms.
   • Measures recommendation rates and rankings.
   • Identifies cited sources and missing brand mentions.
   • Provides downloadable reports.

   Explore Apify

   4. RecoProof

   • Focuses on B2B SaaS recommendations.
   • Tests high-intent buyer questions.
   • Traces sources behind competitor recommendations.
   • Prioritizes improvements.

   Explore RecoProof

   5. Mentrel

   • Offers a free ChatGPT visibility report.
   • Compares your brand against competitors.
   • Full reports include competitor weaknesses, cited sources and recommended improvements.

   Explore Mentrel

   What I would want the tool to tell you

   Ideally, it should answer these six questions:

   Diagnostic question	What you learn
   Why is competitor A recommended?	Competitive advantages
   What sources does ChatGPT trust?	Websites influencing recommendations
   Why isn't my product mentioned?	Visibility gaps
   What product attributes are missing?	Feature and messaging gaps
   What reviews influence ChatGPT?	Reputation gaps
   What should I change first?	Prioritized action plan

   My recommendation: Start by investigating Analyze AI and Semrush. They offer a useful combination of competitive tracking and diagnostic information.

   One important distinction: no tool can see ChatGPT's private internal reasoning. The useful tools show observable answers, citations, recurring claims and patterns that help explain the recommendations.

   Let me narrow this down for your product

   I have one important question:

   What type of product are you trying to get ChatGPT to recommend?

   • SaaS / software
   • Physical consumer product / ecommerce
   • Professional services / consulting
   • Local business
   • Other

   I can then identify the best tool for your situation, particularly one that tells you not just whether competitors are winning, but exactly what you need to do to get ChatGPT to recommend your product instead.

   Sources semrush.comtryanalyze.aiapify.comrecoproof.commentrel.com

Who made this: Askadia makes an AI visibility tracker. We publish ChatGPT's answers as they came; no product pays to be listed or can opt out.