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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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ChatGPT Operator
B
Fathom
S
Otter.ai
B
TaglineOpenAI's browser agent. Clicks and types on websites for you.Meeting notes, free forever for individuals.Meeting transcription veteran. Cross-platform, team-friendly.
Categoryagentsmeetingmeeting
PricingIncluded with ChatGPT Pro $200/moFree for individuals + $15-$29/user/mo teamsFree + $17-$30/user/mo
Best forPower users willing to pay $200/mo for a browser bot.Solo operators, freelancers, small teams on a budget.Teams on Windows/PC. Anyone needing cross-platform coverage.
Strengths
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Joins meetings as a bot (Zoom, Meet, Teams)
  • Team sharing + search across transcripts
  • Live captioning
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Bot-joining model
  • Team features gated
  • Bot joining is intrusive
  • UX feels dated
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier for solo + free. The best free option, hands down.B-tier. Granola is better UX but Otter works everywhere. Pick based on your platform.
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