TLDR Tech / Founders
What's Working Right Now in AI Search
Buyers are showing up to your homepage with the comparison already done. They ask an assistant to shortlist vendors, explain tradeoffs, and rule out obvious mismatches before clicking anything. Your positioning got rebuilt from whatever the model could find: blog posts, support docs, comparison pages, YouTube clips, third-party reviews. One company doubled lead quality by editing pages LLMs already cited, not by chasing more citations. Another had so much old content that AI answers described the product wrong. Messaging drift used to be a brand problem. Now it shows up in shortlists.
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