Friday’s numbers keep arriving from the party they flatter: Google’s own count of Preferred Sources adoption, and a vendor study on OpenAI’s citation edge sold by two firms in the AI-visibility business. Meanwhile Microsoft and Google strip advertiser controls while shipping the tools to measure what the loss actually costs.

The Numbers Come From Who Benefits: Preferred Sources And OpenAI’s Citation Edge

Google says Preferred Sources selections tripled and starred sources get clicked twice as often. Two vendors that sell AI-visibility software say OpenAI’s licensing deals lift ChatGPT citations 48 percent. Neither claim carries independent verification.

Removing The Cap, Adding The Ruler: Microsoft And Google Retool Ad Controls

Microsoft strips the CPC ceiling from new automated bid campaigns while Google ships testing tools meant to help AI Max advertisers see what a similar loss of control actually costs them.

A Fault Nobody Can Locate: Google’s Favicons Go Missing

Site owners watched their icons vanish into Google’s default globe days before a spam update, with no way to tell whether the fault sits on their end or Google’s.

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