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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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Copy.ai
A
Perplexity
S
ChatGPT Operator
B
Replicate
S
TaglineAI GTM platform. Workflows for sales + marketing ops.AI search done right. Cited answers, not chat theater.OpenAI's browser agent. Clicks and types on websites for you.Run any open-source AI model with an API call.
CategoryMarketingResearchAgentsDev Platform
PricingFree + $49-$249/moFree + $20/mo ProIncluded with ChatGPT Pro $200/moPay per second of compute
Best forRevOps + marketing ops automating repetitive tasks.Replacing Google for any question where you want a cited answer in seconds.Power users willing to pay $200/mo for a browser bot.Developers using open-source models (Flux, SDXL, Whisper, etc).
Strengths
  • Workflow builder for GTM automations
  • CRM enrichment + outbound sequences
  • Scales better than ad-hoc prompts
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Tens of thousands of models (image, video, audio, LLMs)
  • One-line API for any model
  • Cog framework for custom model deploy
Weaknesses
  • Overlaps with general chatbots
  • Workflow setup takes time
  • Not a general chatbot
  • Answers can be shallow on complex topics
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Cold starts on less-popular models
  • Pricing gets real at scale
Kai's verdictA-tier for ops automation. B-tier for simple copy (use Claude).S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.B-tier. Still early. Manus is more flexible for less money.S-tier for open-source model APIs. The default in this space.
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