Stack Overflow as a Source for ChatGPT
Stack Overflow is ChatGPT's dominant source for programming queries. Accepted answers with high vote counts are cited significantly more often than other technical sources.
Why ChatGPT cites Stack Overflow
Stack Overflow is the dominant citation source for technical and programming queries across all LLMs. When users ask about code errors, API usage, or implementation patterns, Stack Overflow answers are cited more than any other source. Its structured Q&A format with accepted answers and vote counts makes it easy for LLMs to identify authoritative responses.
The largest developer Q&A platform. A top source for code examples, error resolution, and technical explanations in LLM responses.
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Stack Overflow across other AI models
Other forum sources tracked
reddit.com
The internet's largest forum. Subreddits cover every topic, from product recommendations to technical troubleshooting. LLMs frequently cite Reddit threads as first-hand user experiences.
quora.com
Q&A platform covering broad topics. Cited for expert opinions, personal experiences, and long-form answers.
news.ycombinator.com
Y Combinator's tech community. Cited for developer opinions, startup discussions, and tech industry commentary.
Frequently asked questions
Does ChatGPT use Stack Overflow?
Stack Overflow is one of ChatGPT's most-cited sources for technical queries. Code examples, error explanations, and API usage patterns from SO answers appear frequently in ChatGPT responses.