THERE IS NO AEO ALGORITHM TO HACK

Summary from the TLDR Marketing newsletter

AEO is not an SEO ranking game with factors to reverse engineer. AI visibility depends on whether a brand is clearly associated with a category and supported by credible evidence. Fix positioning gaps and answer real buyer questions. Build comparison content that helps buyers evaluate vendors. Strengthen third-party corroboration instead of manufacturing mentions. Then track commercial prompts and connect AI visibility to buyer conversations and pipeline, not just brand mentions.