AI Visibility Rankingscheck your product

AI agent builders

CrewAI vs n8n

as AI assistants see them, week of 2026-10-19

brag about it: X · LinkedIn

CrewAI and n8n land close together overall, with scores of 24 and 25 out of 100 and mentions in 34 and 35 of 73 answers, respectively. ChatGPT rates n8n a bit higher (34 vs 29), and the gap holds across Claude (21 vs 20) and Perplexity (27 vs 24). Head-to-head, n8n comes out ahead more often, named more in 10 questions versus CrewAI's 7, with 8 ties. CrewAI dominates developer-framework and LangChain-alternative questions, while n8n leads on workflow-automation and startup-deployment questions. Neither is ever named for "alternatives to n8n" or giving agents memory across sessions.

Head to head

metricCrewAIn8n
score2425
questions won1515

By assistant

CrewAI

assistantscorenamed in, this weekusual spot, this week
ChatGPT2945% of answers#4.3
Claude2040% of answers#5.8
Gemininot sampled this week
Perplexity2444% of answers#5.6

n8n

assistantscorenamed in, this weekusual spot, this week
ChatGPT3455% of answers#1.9
Claude2145% of answers#8.7
Gemininot sampled this week
Perplexity2750% of answers#4.2

Where they differ

Only CrewAI gets named for

  • What are the best open-source AI agent frameworks?
  • What's the best tool for building multi-agent systems?
  • Which AI agent framework should a developer choose?
  • What are the best alternatives to Pydantic AI?
  • What's the best tool to build an AI agent that browses the web and does research?
  • What's the best tool to monitor and debug AI agents in production?

Only n8n gets named for

  • What's the best no-code tool to build an AI agent?
  • What's the best tool to build an AI agent that answers customer emails?
  • What's the best self-hosted platform for running AI agents privately?
  • What are the best alternatives to CrewAI?
  • Which AI agent platform is best for a non-technical founder?
  • What's the best platform to build an AI agent that connects to my company's data?

More comparisons

Not sold on either?

Scores count how often each assistant names a product, weighted by position. How the score works · Full AI agent builders leaderboard