Insight certainty 3/5 debate potential 3/5

Chu: LLMs dominate discovery, but directories capture high-stakes decision-making

Frey Chu · Claude Code built me a $273/Day online directory · Feb 16, 2026 · at 48:45

Frey Chu explains why online directories remain valuable despite conversational AI tools like ChatGPT and Perplexity.

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“What I think ChatGPT perplexity and all these other LLMs do really well is they help you discover things or get more information on the thing. But by the time someone's on a directory, I think they're in the decision-making phase and with any more complex decision where the consequence is too much to risk, if you mess it up, they're going to do their due diligence and look at all the options.”

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