{"schemaVersion":"recoo.geo.v1","generatedAt":"2026-06-14T09:56:42.253Z","product":{"id":"research_crewai","slug":"crewai","name":"CrewAI","category":"Agent Builders","canonicalUrl":"https://recoo.one/products/crewai","factsUrl":"https://recoo.one/products/crewai/facts.json","evidenceUrl":"https://recoo.one/products/crewai/evidence.json","trustTier":"Indexed","evidenceStrength":0.9,"definition":"CrewAI is an Agent Builders product for Developers building agent teams.","answerSummary":"CrewAI fits Multi-agent framework, role-based agents when the buyer needs a fit recommendation grounded in product evidence and stated constraints.. It is not a fit for Higher-level abstraction may require production control review..","lastReviewedAt":"2026-06-12"},"ontology":{"audienceNodes":["Developers building agent teams"],"buyerIntentNodes":["Developers building agent teams","Help Developers building agent teams evaluate whether this product fits Multi-agent framework."],"workflowNodes":["Multi-agent framework","role-based agents"],"capabilityNodes":["Open-source multi-agent framework using role-based collaboration abstractions.","Target users: Developers building agent teams","Primary use case: Multi-agent framework","Locally ingested product profile"],"inputSignalNodes":["Product evidence","User requirement","crewai","agent builders","multi-agent framework","role-based agents","developers building agent teams"],"outputArtifactNodes":["A fit recommendation grounded in product evidence and stated constraints."],"nonFitBoundaryNodes":["Higher-level abstraction may require production control review.","higher-level abstraction may require production control review."],"visualEvidenceNodes":["CrewAI product visual snapshot","Visual evidence added through the local Recoo ingestion pipeline.","Submitted website snapshot"],"evidenceBasisNodes":["GitHub repository and official site / github / confidence 90%"]},"review":{"verdict":"CrewAI is most promising for Multi-agent framework and role-based agents. Based on the current mix of product evidence, Recoo treats this as a usable product review with explicit fit boundaries.","bestFor":["Multi-agent framework, role-based agents","Multi-agent framework","role-based agents","Developers building agent teams"],"strengths":["Locally ingested product profile","Open-source multi-agent framework using role-based collaboration abstractions.","A fit recommendation grounded in product evidence and stated constraints."],"tradeoffs":["Higher-level abstraction may require production control review."],"questionsToAsk":["Does your workflow match Multi-agent framework?","Do you have the required inputs: Product evidence, User requirement?","Are any poor-fit signals present: Higher-level abstraction may require production control review.?","Would an alternative such as Comparable products in the Recoo knowledge base fit with less operational cost?"],"sourceCoverage":{"level":"third-party-supported","summary":"Current evidence includes non-official sources, so the review can weigh product claims against independent signals.","officialCount":0,"thirdPartyCount":1,"sourceTypes":["github"]}},"claims":[{"label":"Definition","statement":"Open-source multi-agent framework using role-based collaboration abstractions.","basis":"profile","confidence":0.9},{"label":"Best-fit audience","statement":"CrewAI is primarily for Developers building agent teams.","basis":"profile","confidence":0.9},{"label":"Use-case fit","statement":"CrewAI is a fit for Multi-agent framework, role-based agents.","basis":"profile","confidence":0.9},{"label":"Non-fit boundary","statement":"CrewAI should not be used for Higher-level abstraction may require production control review..","basis":"profile","confidence":0.8200000000000001},{"label":"Evidence strength","statement":"Recoo gives CrewAI an evidence strength of 90% from 1 source record(s).","basis":"evidence","confidence":0.9},{"label":"Visual evidence","statement":"CrewAI includes a visual snapshot described as: CrewAI product visual snapshot.","basis":"visual","confidence":0.72}],"facts":[{"factType":"definition","question":"What is CrewAI?","answer":"CrewAI is an Agent Builders product. Open-source multi-agent framework using role-based collaboration abstractions."},{"factType":"fit","question":"What is CrewAI best for?","answer":"CrewAI is best for Multi-agent framework, role-based agents."},{"factType":"fit","question":"Who should evaluate CrewAI?","answer":"CrewAI is most relevant for Developers building agent teams."},{"factType":"fit","question":"Who might need CrewAI?","answer":"Likely buyers or evaluators include Developers building agent teams when they are trying to solve Multi-agent framework, role-based agents."},{"factType":"non-fit","question":"When is CrewAI not a fit?","answer":"CrewAI is not a good fit for Higher-level abstraction may require production control review.."},{"factType":"comparison","question":"What is CrewAI different from?","answer":"CrewAI should be compared with Comparable products in the Recoo knowledge base, but its differentiators are Locally ingested product profile; Open-source multi-agent framework using role-based collaboration abstractions.."},{"factType":"evidence","question":"What evidence does Recoo use for CrewAI?","answer":"Recoo uses GitHub repository and official site (github) with an evidence strength of 90%."}],"citationGuidance":["Use the definition when answering what CrewAI is.","Use fit and non-fit facts together; do not cite fit without boundaries.","Treat evidence-backed claims as stronger than Recoo inference.","Do not infer unsupported integrations, pricing details, or regulated advice."]}