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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
Groq
S
ChatGPT Operator
B
Perplexity
S
TaglineAI GTM platform. Workflows for sales + marketing ops.The fastest AI inference in the world. Crazy low latency.OpenAI's browser agent. Clicks and types on websites for you.AI search done right. Cited answers, not chat theater.
CategoryMarketingDev PlatformAgentsResearch
PricingFree + $49-$249/moFree tier + pay-as-you-go APIIncluded with ChatGPT Pro $200/moFree + $20/mo Pro
Best forRevOps + marketing ops automating repetitive tasks.Developers who need sub-100ms LLM responses.Power users willing to pay $200/mo for a browser bot.Replacing Google for any question where you want a cited answer in seconds.
Strengths
  • Workflow builder for GTM automations
  • CRM enrichment + outbound sequences
  • Scales better than ad-hoc prompts
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Sources every claim
  • Fast, current answers
  • Pro Search runs multi-step research
  • Spaces for persistent context
Weaknesses
  • Overlaps with general chatbots
  • Workflow setup takes time
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Not a general chatbot
  • Answers can be shallow on complex topics
Kai's verdictA-tier for ops automation. B-tier for simple copy (use Claude).S-tier for speed. When latency is the product, start here.B-tier. Still early. Manus is more flexible for less money.S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week.
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