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Tools · Comparison

ClickUp Brain vs Reflect AI vs Slack AI

All three are productivity tools. Here is what separates them.

ClickUp BrainReflect AISlack AI
What it isAn assistant with access to your projects, docs and tasks, able to answer questions about the work itself.A beautifully minimalist note-taking app designed to mirror the way you think. Now with a native AI integration.Catches you up on channels you ignored and answers questions from the conversation history.
CategoryProductivityProductivityProductivity
PricingFreemium · Free · from $7/user/mo (+ Brain add-on)Paid · $10/moPaid · Add-on from $10/user/mo
How it billsPer seatFlat monthlyPer seat
Free tierYesNoNo
RatingNot yet ratedNot yet ratedNot yet rated
Features
  • Answers questions about your workspace
  • Automatic project and task summaries
  • Writing assistance in docs
  • Automations triggered in plain language
  • Cross-tool search
  • Channel and thread summaries
  • Question answering over message history
  • Daily recaps
  • Search that returns answers rather than messages
  • Enterprise data controls
What works
  • Reasons over your actual work, not a general corpus
  • Removes status-update writing
  • Broad automation
  • Publishes its price openly — $10/mo
  • Sits in Productivity, one of the better-covered categories here — easy to compare
  • Makes a neglected channel catchable-up-on
  • Surfaces knowledge buried in threads
  • No new tool to adopt
What does not
  • Only worthwhile if you live in ClickUp
  • Priced as an add-on
  • ClickUp itself is complex
  • No free tier — it has to be paid for before it can be tried
  • 89 other tools in this catalogue claim to do the same job
  • 37 tools in the same category have a free tier
  • The vendor describes it only briefly, so what it does is not fully clear from their own site
  • Add-on pricing on top of Slack
  • Only as good as your Slack hygiene
  • Summaries miss nuance and tone