White Paper

AI Doesn’t Fix Fragmented Websites; It Exposes Them

If your organization runs more than one website, you already know how it happened: gradually. A support portal here, a regional site there, a documentation hub built for a launch, a partner portal inherited from an acquisition. For years, that worked well enough one property at a time. Put conversational AI in front of any of them and it stops being true.

A generated answer is built from whatever content the system can reach, and it sounds just as confident whether that’s the full picture or a fraction of it. This guide covers what multi-property organizations need to get right before layering conversational AI on top: unification, governance and visibility.

What's inside

What's inside

  • Why multi-site fragmentation was tolerable for years, and why conversational AI makes it visible
  • Three ways a fragmented setup fails: a dead end, a costly assumption and a contradiction
  • How the same gap plays out in manufacturing, financial services and higher education
  • Why “good enough” website search stops being enough once AI answers questions directly
  • Who has to be in the room, and the questions marketing, IT and content owners should settle together
  • The three jobs to finish before you add AI: unification, governance and visibility
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