
After more than 25 years turning consumer research into corporate decisions, Bloomfire's CMO has a blunt diagnosis for the AI era: the cleverest system in the room is still only as useful as the knowledge people can trust.

Paligo, Confluence, Stack Internal, ProProfs, eGain, Shelf, Stonly and Bloomfire share a category - and almost nothing else. Here is how to buy for the work your team actually needs done.

GitBook, Bloomfire, Salesforce and MadCap are chasing the same buyers with wildly different bets. The real dividing line in 2026 is whether your documentation tool thinks for itself.
Bloomfire sells companies a cure for their own forgetfulness - an AI knowledge layer that makes video, PDFs and buried Slack answers searchable, and then quietly tells you which of them have gone stale.