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How to Fix Wrong Brand Information in AI Answers: A Five-Step Evidence-Layer GuideSep 14, 2026

ChatGPT, Perplexity, and Google AI Overviews get company names, founding years, products, and prices wrong. The answers have no edit button, so the repair runs through the evidence layer: your own schema, Wikidata, and third-party pages. Five steps, with a verification method for each.

5 Reasons Competitors Show Up in AI Search: but Your Brand Doesn'tJul 30, 2026

A diagnostic breakdown of why ChatGPT, Perplexity, and Google AI Overviews cite competitors while your brand goes unmentioned: covering crawler access, machine readability, entity recognition, third-party mentions, and content structure, with a step-by-step fix for each.