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ChatGPT names 3.4% of tested local firms with under 25 reviews, 8ight finds

Claude cited Yelp in 202 of 218 answers; ChatGPT leaned on the BBB and licensing records. Which sources decide the shortlist AI gives for a roofer or plumber?

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