Subcategory · AI Citation Index
Agent Frameworks
The agent frameworks category shows clear stratification between AI-native orchestration tools and legacy platforms. LangChain leads with 82% shortlist rate across 4 model types, followed closely by CrewAI (75%) and AutoGen (74%), all demonstrating strong model diversity. LlamaIndex maintains solid presence at 66%. Traditional RPA/automation vendors (Rasa, UiPath) struggle with sub-10% shortlist rates, suggesting enterprises prioritize purpose-built LLM orchestration over retrofitted automation tools.
164 discovery queries · 187 head-to-heads · refreshed Oct 22, 2026
Discovery stage
The shortlist
Across 164 buyer-style "Agent Frameworks" queries
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Score shifts, new entrants, citation gaps — every Monday.
Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 3/100
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
LangChain
Commands the category with 82% shortlist rate and universal model compatibility, establishing the de facto standard for agent orchestration.
Read brand profile →CrewAI
Achieves 75% shortlist rate with full model diversity, positioning as the primary alternative for teams seeking opinionated multi-agent patterns.
Read brand profile →AutoGen
Microsoft's 74% shortlist rate reflects strong enterprise traction for conversational agent frameworks with built-in collaboration primitives.
Read brand profile →Citation sources
Where AI pulls citations from
1000 citations captured across Agent Frameworks prompt runs.
Vendor pages
286Product, help, and marketing pages from tracked vendors
Independent sources
309Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Agent Frameworks questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the categoryEvaluation
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