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What AI says about Outlines

Outlines is a software product that allows developers to specify output types to ensure large language models generate structured data.

AI calls itpopular,prominent,most popular,open-source,structured generation

Since Jul 5Updated Nov 14, 2026Based on 26,805 AI answersReviewed by Dimitry Apollonsky

How we measure

Mentioned in · Public index

<1%

of AI answers about Outlines and its rivals · since Jul 5

Based on 26,805 AI answers

ChatGPT<1%
Google AI Mode<1%

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How often AI mentions Outlines

of AI answers about Outlines and its rivals

Track your brand free to see 13 weeks of history.

Sep 14OctNov 2

Oct 8 · ChatGPT switched to GPT-6 Luna

Markets where AI mentions Outlines

All markets

LLM Agent Frameworks and ToolingOutside both engines’ top 25

Questions and answers

Most mentionedMentioned in
I am struggling to prompt models effectively to follow complex JSON schemas. Who offers tools that force constrained output decoding?on this questionOutlines is the most-mentioned brand100%
Excerpts where Outlines appeared in the AI's answer
ChatGPTSep 28, 2026, ChatGPT
Outlines — Python library for constrained JSON Schema/regex/grammar generation.
ChatGPTSep 20, 2026, ChatGPT
Outlines — open-source Python library for structured generation. It accepts Pydantic models, JSON Schema, regexes, and grammars, and works with open-source models.
How can I parse thousands of contracts into structured fields with AI?on this questionOpenAI shares the lead for mentions with 3 more3%
Excerpts where Outlines appeared in the AI's answer
Google AI ModeAug 5, 2026, Google AI Mode
Alternatively, use developer tools like Instructor (Python) or Outlines to guarantee that the model's output strictly matches your Pydantic/JSON schema on every single run.

Outlines in AI answers

1 of 2

I am struggling to prompt models effectively to follow complex JSON schemas. Who offers tools that force constrained output decoding?

ChatGPT· Sep 28, 2026

Outlines — Python library for constrained JSON Schema/regex/grammar generation.

Google AI ModeNo answer mentioning Outlines

Sites AI cites

The page AI cites most often when it mentions Outlines

github.com/dottxt-ai/outlinesGitHub4%of answers

Brands AI mentions

Mentioned in

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