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See how often LangChain appears in OpenAI-style AI recommendations, including ChatGPT-style answers, competitor comparisons, AI visibility score, and prompt-level insights.
OpenAI visibility score
Mention rate
100%
Average rank
#1.0
Prompt checks
5
Scans
1
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AI answer analysis
LangChain appeared in 100% of tested AI recommendation prompts for AI Agents & Automation. Across 5 public prompt checks, the brand's average recommendation position was #1.0.
LangChain was evaluated alongside competitors including CrewAI, LlamaIndex, Haystack. CrewAI was the most frequently mentioned competitor in the same AI answers.
This report currently reflects OpenAI-style AI answers and buyer recommendation prompts.
Provider coverage
This public report currently tracks OpenAI-style AI answers.
OpenAI
5 checks100%
Visibility 96% · Avg rank #1.0
Positive
3
Neutral
2
Negative
0
LlamaIndex
5 mention(s)
Best rank #2 · 4 positive · 1 neutral · 0 negative
View LangChain vs LlamaIndexBuyer-style questions that shaped this visibility score.
Prompt 1
MentionedThese deeper pages target a single high-intent prompt and are the best candidates for long-tail search.
Prompt page
What are the best ai agents & automation tools right now?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
Which llm app framework tool would you recommend for a small team?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
What should I look for when choosing a llm app framework product, and which options stand out?
View the entity-level analysis for this query and the related entity context around it.
Prompt page
LangChain vs CrewAI — which one should I choose and why?
View the entity-level analysis for this query and the related entity context around it.
AI visibility measures whether a brand appears when AI assistants answer buyer-style recommendation prompts.
The score combines mention rate, average rank, and sentiment across stored prompt checks.
This public report updates when a new public scan is completed for the brand.
AI assistants increasingly shape vendor shortlists, comparisons, and search behavior before buyers visit websites.
Report generated by AIsees.me
What are the best ai agents & automation tools right now?
Prompt 2
MentionedWhich llm app framework tool would you recommend for a small team?
Prompt 3
MentionedWhat should I look for when choosing a llm app framework product, and which options stand out?
Prompt 4
MentionedLangChain vs CrewAI — which one should I choose and why?