The AI-proof review guide

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82% of consumers read AI-generated review summaries. The star rating is no longer the whole story. Here is how to shape what the summary says.

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Customers used to read your reviews. Now a machine reads them and writes a paragraph, and where that paragraph appears it is what your customer reads instead of them.

82% of consumers read AI-generated review summaries. Your star rating is no longer the thing being read. Here is how to shape what the summary says.

Want to measure this rather than guess? The AI Visibility System is the monthly audit built on these guides: five prompts, a scoring scale and a twelve month score sheet, so you can see whether any of it is working.

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