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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
Rows
A
Lovable
A
TaglineOpenAI's browser agent. Clicks and types on websites for you.Meeting notes, free forever for individuals.Spreadsheets with AI + live integrations baked in.Build a full app from a prompt. Stripe-ready.
Categoryagentsmeetingdatadesign
PricingIncluded with ChatGPT Pro $200/moFree for individuals + $15-$29/user/mo teamsFree + $19-$89/user/moFree + $25-$100/mo
Best forPower users willing to pay $200/mo for a browser bot.Solo operators, freelancers, small teams on a budget.Ops teams, marketers, anyone building dashboards from multiple sources.Non-devs + solopreneurs shipping MVPs.
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
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Generates full apps + DB + auth
  • Good for non-developers
  • Ships faster than hand-coding
Weaknesses
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Bot-joining model
  • Team features gated
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Complexity ceiling
  • Can generate brittle code
Kai's verdictB-tier. Still early. Manus is more flexible for less money.S-tier for solo + free. The best free option, hands down.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.A-tier. The strongest 'no-code' AI builder right now. Great for founder MVPs.
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