How often is langchain.com cited by AI models?

langchain.com was cited 2 times by AI models, representing 1% of all source citations.

Which AI models cite langchain.com?

langchain.com is cited by 2 AI models including Perplexity Sonar (with search) (latest), Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest, Google Gemini Flash (latest), X.AI Grok (latest).

What is langchain.com's ranking among source domains?

langchain.com ranks #22 out of 162 source domains analyzed (with 155 brands also tracked).

What brands are associated with langchain.com?

AI models reference langchain.com when discussing brands like Drift, LangSmith, LangSmith by LangChain, and others.

How is source ranking determined?

Sources are ranked by Share of Voice = Model Coverage × Quality Score. Model weights are based on Monthly Active Users (OpenAI ChatGPT Latest: 900M MAU, Google Gemini Flash (latest): 650M MAU, Perplexity Sonar (with search) (latest): 45M MAU, etc.). Sources appearing earlier in AI responses receive higher prominence scores.

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Share of Voice

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About langchain.com (AI Tools)

This page provides details about langchain.com (AI Tools) which was ranked #22 out of 162 in the list of sources (2 citations (1% share)) in answers from AI models (Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest) when they were asked the following 2 questions: "Which tools provide real-time AI monitoring and alerts?", "How can I track AI chatbot responses across platforms?" on Dec 24, 2025 by AI Chat Watch. This source is referenced for brands: Drift, LangSmith, LangSmith by LangChain, LangChain.

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Rank

Voice

Position

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Citations

Used by AI Models

Model	Voice	Position	Citations
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Pages from langchain.com (1 link)

URL Path	Citations	Position
/langsmith	2	66.3

Brands Referenced By This Website (4 brands)

Brand	Voice	Mentions
Drift	39.9%	21
LangChain	6%	5
LangSmith	4.6%	4
LangSmith by LangChain	0%	1

Citations from AI Responses

Anthropic Claude Sonnet (latest) (1 citation)

Which tools provide real-time AI monitoring and alerts?

[...] g - Performance tracking with customizable thresholds ### 4. **Evidently AI** [https://www.evidentlyai.com](https://www.evidentlyai.com) - Open-source ML monitoring - Real-time dashboards - Data drift and model performance alerts ## **LLM-Specific Monitoring** ### 5. **LangSmith (by LangChain)** [https://www.langchain.com/langsmith](https://www.langchain.com/langsmith) - Real-time LLM application monitoring - Trace-level debugging - Production alerts for LLM apps ### 6. **Helicone** [https://www.helicone.ai](https://www.helicone.ai) - Real-time LLM observability - Cost and latency monitoring - Custom alert configurations ### 7. **Weights & Biases** [https://wa [...]

langchain.com/langsmith December 24, 2025

OpenAI ChatGPT Latest (1 citation)

How can I track AI chatbot responses across platforms?

[...] ache Superset (https://superset.apache.org/) - Product analytics: Mixpanel (https://mixpanel.com/) or Amplitude (https://amplitude.com/) 5) Add an LLM observability layer for prompt/response replay, comparisons, evals - Langfuse (open source/SaaS) (https://langfuse.com/) - LangSmith (LangChain) (https://www.langchain.com/langsmith) - Helicone (proxy-based logging/cost/latency) (https://www.helicone.ai/) 6) Build your dashboards and SLAs - Core metrics: messages per platform, latency, error rate, fallback/deflection rate, unresolved intents, CSAT/explicit feedback, safety flags, token/cost burn, tool-call success rate. - Das [...]