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What AI says about dbt-expectations

Data as of Oct 20, 2026Based on 24,611 AI responsesReviewed by Dimitry Apollonsky

dbt-expectations is a maintained fork of the original calogica dbt-expectations package that extends dbt with Great Expectations-style data quality tests. It allows users to run tests like column existence, row count ranges, and value uniqueness directly in their data warehouse without additional integrations.

Hosted on GitHub

Mentioned in

<1%

across dbt-expectations’s markets · since Jul 5

Where AI mentions dbt-expectations

Position in answers

Named first0%
2nd or 3rd62%
Later38%

Each engine’s share of its own answers across dbt-expectations’s markets · since Jul 5

Insights for dbt-expectations

Weeks of Sep 14 – Sep 27, 2026

Gap between platforms: The platform gap in Data Engineering & Cloud Modernization Tools narrowed: ChatGPT Search 16.7%, Google AI Mode 10%
Gaining: Entered the Data Engineering & Cloud Modernization Tools top ten at #10
Gaining: Ranked #12 in Data Engineering & Cloud Modernization Tools last week and #10 this week

View 1 more insight in 1 market since Sep 20

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ChatGPT Search

<1%

Google AI Mode<1%