One Spot-Checked Listing Undermined an AI-Built List of 261 'No Website' Businesses

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A developer offering one-page websites to small Turkish businesses used an AI agent to compile 261 candidates with good ratings and no real website. A random verification check, run in a separate session, found that a vet clinic marked 'no website' actually had a WhatsApp link in its Google Maps website field. The developer concluded that the status column likely reflected only the data the agent read, not what a visitor sees. Since a single sample cannot measure the error rate, the developer decided the whole column could not be trusted without further verification. The post describes a standing rule of spot-checking one random claim per delivery before accepting the rest.

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