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Elicit
S
Rows
A
Fireflies
A
Manus
S
TaglineAI research assistant for academic literature.Spreadsheets with AI + live integrations baked in.Sales-focused meeting AI with CRM integration.Autonomous AI agent that actually finishes tasks.
CategoryResearchDataMeetingsAgents
PricingFree + $12-$42/moFree + $19-$89/user/moFree + $10-$19/user/moFree tier + $39-$199/mo
Best forGrad students, researchers, anyone doing literature reviews.Ops teams, marketers, anyone building dashboards from multiple sources.Sales teams, customer success, anyone running many discovery calls.People who want to hand off tasks entirely — trip planning, research, spreadsheet building.
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
  • Good CRM integrations (Salesforce, HubSpot)
  • Talk-time + sentiment analytics
  • Call scoring
  • General-purpose agent — research, book, build, analyze
  • Parallel task execution
  • Web browsing + file creation + coding
Weaknesses
  • Academic-only
  • Can hallucinate citations — verify everything
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Bot-joins (intrusive)
  • Gets expensive at team scale
  • Still hit-or-miss on complex multi-hour tasks
  • Can burn credits fast
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.A-tier for sales teams. B-tier for solo users.S-tier in the agent category. The first one I'd give to a non-technical friend.
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