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The Recipe Brands Use to Get Mentioned in LLMs

Avoid being overlooked in the age of AI

8 min readSep 30, 2025

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Imagine you’ve just published a beautiful new page, expecting shiny visibility and a wave of buyers.

But when users turn to ChatGPT or Gemini, your brand never gets mentioned. Not once. The shortlist appears, and you are invisible.

This is the new migraine for SaaS and technology companies.

Across the board, even the strongest brands are seeing fewer impressions, weaker citations, and lost opportunities when AI answers replace search clicks.

At MADX, we have developed several strategies to stay ahead in the early days of AI-powered organic search.

Key insights before we get into it

  • AI mentions vs. citations: AI tools more often mention brands by name than link out to sources. For example, ChatGPT mentions brands over three times more frequently than it cites web sources.
  • Current AI landscape: Different AI platforms behave differently. Google’s AI-generated search results list about 6 brands per query, while ChatGPT averages 2.4.
  • Why this matters: AI-based search is rapidly growing, and users tend to trust the human-like, conversational answers from AI tools.

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Toni Koraza
Toni Koraza

Written by Toni Koraza

The GEO guy. I help tech companies reach $100M ARR through product-led AI optimisation. Founder at MADX.digital

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