☁️ Cloud & Infrastructure

Be Recommended Reveals Most Brands Are Ghosts in LLMs – The Gutsy Architecture Inside

Forget Google rankings. Be Recommended blasts your brand across ChatGPT, Claude, Perplexity, and Gemini to expose AI invisibility. Shocking data: most scores hover at 31/100. Time to wake up.

theAIcatchup Apr 10, 2026 4 min read
Architecture diagram of Be Recommended querying ChatGPT, Claude, Perplexity, and Gemini in parallel for brand visibility scores

⚡ Key Takeaways

  • Average AI Visibility Score is a dismal 31/100 across tested brands — most are invisible to LLMs. 𝕏
  • Be Recommended's parallel querying and smart parsing conquer rate limits and response chaos. 𝕏
  • AI shift to recommendations is accelerating beyond Gartner forecasts, demanding new 'AI SEO' tactics. 𝕏
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#AI SEO #AI SEO architecture #AI visibility score #Be Recommended #ChatGPT Queries #LLM Brand Monitoring #LLM brand querying #LLM querying #SaaS architecture #brand monitoring

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Originally reported by dev.to

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