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How AI describes Defog AI

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

Defog AI logoDefog AIdefog.ai

Defog is an AI data analyst that lets you get fast, on-demand insights by querying and exploring your structured data across databases, CSVs, and other sources without endless filtering. It is powered by SQLCoder, a state-of-the-art text-to-SQL model, and includes an open-source evaluation framework (SQLEval) and an emphasis on interpretability of results. The platform prioritizes privacy, adapts to your preferences, and integrates with your existing tools and databases for trusted, accurate analytics.

Parse Score

43.5

#21 of 91 in Text-to-SQL Semantic Layer Platforms

Strength7
Reach29
Authority20

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Sources

defog.ai shapes more of what AI says about Defog AI than any other source, at 23% of its citations.

arxiv.org · aiagentsdirectory.com · aifordatabase.com · getbruin.com

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The market map

Text-to-SQL Semantic Layer Platforms →
1%2%5%10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →AlphabetdbtMicrosoftAtScaleCubeSnowflakeTableauDatabricksAI2sqlQuerioVannaKyvos InsightsText2SQLThoughtSpotDefog AI

Where AI ranks Defog AI

Text-to-SQL Semantic Layer Platforms#21

  • Excerpts where Defog AI appeared in the AI's answer

    Google AI Mode · excerpt
    Defog AI (SQLCoder): Specializes in open-weights and enterprise-grade models fine-tuned specifically for converting natural language queries into accurate database SQL.