How often is opentelemetry.io cited by AI models?

opentelemetry.io was cited 2 times by AI models, representing 9.5% of all source citations.

Which AI models cite opentelemetry.io?

opentelemetry.io is cited by 1 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 opentelemetry.io's ranking among source domains?

opentelemetry.io ranks #2 out of 90 source domains analyzed (with 61 brands also tracked).

What brands are associated with opentelemetry.io?

AI models reference opentelemetry.io when discussing brands like various brands.

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 opentelemetry.io (Developer Tools)

This page provides details about opentelemetry.io (Developer Tools) which was ranked #2 out of 90 in the list of sources (2 citations (9.5% share)) in answers from AI models (OpenAI ChatGPT Latest) when they were asked the following 1 question: "How can I track AI chatbot responses across platforms?" on Dec 24, 2025 by AI Chat Watch.

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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 opentelemetry.io (2 links)

URL Path	Citations	Position
opentelemetry.io	0	N/A
/docs/specs/semconv/messaging	2	1

Citations from AI Responses

OpenAI ChatGPT Latest (2 citations)

How can I track AI chatbot responses across platforms?

[...] mp, text (redacted), attachments, intent/fallback, latency_ms, model_vendor, model_name, provider_request_id, token_usage_prompt, token_usage_completion, cost, tool_calls, feedback. - Use OpenTelemetry semantic conventions for messaging so you can treat conversations as traces/spans: OpenTelemetry (https://opentelemetry.io/), Messaging semantic conventions (https://opentelemetry.io/docs/specs/semconv/messaging/) 2) Instrument every channel to emit the same events - Web/mobile chat widgets: add middleware around send/receive to log your canonical events. - Major messaging platforms (subscribe to webhooks/events): - [...]

opentelemetry.io/docs/specs/semconv/messaging December 24, 2025

[...] s, model_vendor, model_name, provider_request_id, token_usage_prompt, token_usage_completion, cost, tool_calls, feedback. - Use OpenTelemetry semantic conventions for messaging so you can treat conversations as traces/spans: OpenTelemetry (https://opentelemetry.io/), Messaging semantic conventions (https://opentelemetry.io/docs/specs/semconv/messaging/) 2) Instrument every channel to emit the same events - Web/mobile chat widgets: add middleware around send/receive to log your canonical events. - Major messaging platforms (subscribe to webhooks/events): - Slack Events API (https://api.slack.com/apis/connections/events-api) - Messenger Platfo [...]