The Vendor AI Doesn’t See
AI rarely mentions them, but favors them in head-to-head prompts.
of voice
sentiment
out of 100
Few citations, no Wikipedia or Grokipedia pages, and little outside validation. With no schema or sitemap, AI was skimming the website rather than understanding it.
A tailored six-month plan made the site bot-readable, built citable proof, and earned third-party corroboration.
Strong gains across multiple measures