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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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Perplexity
S
Fireflies
A
ChatGPT Operator
B
Fathom
S
TaglineAI search done right. Cited answers, not chat theater.Sales-focused meeting AI with CRM integration.OpenAI's browser agent. Clicks and types on websites for you.Meeting notes, free forever for individuals.
Categoryresearchmeetingagentsmeeting
PricingFree + $20/mo ProFree + $10-$19/user/moIncluded with ChatGPT Pro $200/moFree for individuals + $15-$29/user/mo teams
Best forReplacing Google for any question where you want a cited answer in seconds.Sales teams, customer success, anyone running many discovery calls.Power users willing to pay $200/mo for a browser bot.Solo operators, freelancers, small teams on a budget.
Strengths
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Good CRM integrations (Salesforce, HubSpot)
  • Talk-time + sentiment analytics
  • Call scoring
  • 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
Weaknesses
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Bot-joins (intrusive)
  • Gets expensive at team scale
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Bot-joining model
  • Team features gated
Kai's verdictS-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.A-tier for sales teams. B-tier for solo users.B-tier. Still early. Manus is more flexible for less money.S-tier for solo + free. The best free option, hands down.
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