ChatGPT recommends a competitor when it reads the competitor’s pages as a clearer answer to the buyer’s question than yours. PokPok shows direct-to-consumer founders and small brands where ChatGPT’s reading of their brand splits from how people read it, and what to fix first.

In this note:

• What does ChatGPT actually read before it recommends a brand?

• Why would it pick a competitor over me?

• How do I find out why it happened?

• What do I fix first?

What does ChatGPT actually read before it recommends a brand?

Your website, your Amazon pages, your social content and what others write about you. It reads them the way a tired shopper skims: it looks for a clear answer to who this is for, what it does and why it is worth trusting.

Why would it pick a competitor over me?

Usually not because the rival is better. Because the rival is easier to read. If your page says “clean, effective, loved by customers” and theirs says exactly which skin type, which problem and which proof, the AI picks the one it can explain.

How do I find out why it happened?

Ask the questions your buyers ask, then compare the answers with the story you meant to tell. PokPok does this for you: the report reads ChatGPT’s answers, and daily monitoring asks ChatGPT, Gemini, Google AI Overviews and Google AI Mode. Every answer is read on the same 17 brand-perception markers as your pages.

What do I fix first?

The gap that costs you the most buyers. The report ends with a ranked list of what to change, with the evidence behind each item, so you fix the right sentence on the right page instead of rewriting everything.