Research
Every published report, newest first.
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How Answer Engines Change Brand Discovery
When a synthesised answer replaces a list of results, the unit of competition shifts from the page to the claim, and consideration sets are assembled before the buyer arrives.
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Structured Data as a Competitive Signal
Markup coverage is a low-cost, observable proxy for how well a company controls the machine-readable description of its own products.