TextQL vs Looker
Side-by-side comparison of AI visibility scores, market position, and capabilities
$17M strategic round in Apr 2026 led by Blackstone Innovations Investments. AI data analytics platform connecting BI tools, semantic layers, and docs.
About
TextQL is an AI data analytics platform that lets business users ask natural-language questions and get back governed answers powered by connections into existing BI tools, semantic layers, warehouses, and documentation. It positions as a "universal AI analyst" rather than replacing the existing data stack.
Google Cloud BI platform with LookML semantic layer ensuring consistent metric definitions across enterprises; $2.6B Google acquisition competing with Tableau and Power BI for enterprise self-service analytics.
About
Looker is a business intelligence and data analytics platform now part of Google Cloud — providing the LookML data modeling language, self-service exploration tools, embedded analytics, and natural language querying capabilities that enable data teams to define metrics once and make them available consistently across the organization. Founded in 2012 in Santa Cruz, California by Lloyd Tabb and Ben Porterfield, Looker was acquired by Google for $2.6 billion in 2019 and has been integrated into Google Cloud as the primary BI platform alongside Google Looker Studio (formerly Data Studio).
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