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Elicit
S
Rows
A
ChatGPT Operator
B
Raycast AI
S
TaglineAI research assistant for academic literature.Spreadsheets with AI + live integrations baked in.OpenAI's browser agent. Clicks and types on websites for you.Mac launcher + AI. Command-bar genius.
CategoryResearchDataAgentsProductivity
PricingFree + $12-$42/moFree + $19-$89/user/moIncluded with ChatGPT Pro $200/moFree (app) + $10/mo AI
Best forGrad students, researchers, anyone doing literature reviews.Ops teams, marketers, anyone building dashboards from multiple sources.Power users willing to pay $200/mo for a browser bot.Power users on Mac who type a lot.
Strengths
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Actually uses websites — fills forms, clicks, checks out
  • Built into ChatGPT
  • Good for repetitive web tasks
  • Invoke AI from anywhere on Mac with a hotkey
  • Choose your model (Claude, GPT, etc.)
  • AI Commands for repeatable workflows
Weaknesses
  • Academic-only
  • Can hallucinate citations — verify everything
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Slow vs doing it yourself
  • Breaks on complex auth flows
  • $200/mo gate
  • Mac-only
  • Monthly AI sub on top of free app
Kai's verdictS-tier for academic research. Nothing else comes close for systematic reviews.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.B-tier. Still early. Manus is more flexible for less money.S-tier if you're on Mac. The fastest way to get AI answers without context-switching.
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