What AI says about Dremio

Since Jul 5Updated Oct 27, 2026Based on 26,412 AI responsesReviewed by

How we measure

dremio.com

AI summary

Dremio provides an open lakehouse platform featuring a SQL query engine, semantic layer, and catalog support built on open formats like Apache Iceberg. It comes up when teams evaluate platforms for data mesh architectures, seek semantic layers to support complex queries, or look to query data lake storage directly with push-down optimization.

Mentioned in

1%

of AI answers about Dremio and its rivals

The market map

Enterprise Cloud Data Platform Tools

Mentioned in

  1. #1tiedSnowflakeMentioned in 71%Avg. position 3.7
  2. #1tiedGoogle Cloud BigQueryMentioned in 67%Avg. position 4.1
  3. #3Amazon RedshiftMentioned in 51%Avg. position 5.9
  4. #4DatabricksMentioned in 41%Avg. position 5.4
  5. #5tieddbtMentioned in 17%Avg. position 8.1
  6. #8tiedMicrosoft FabricMentioned in 12%Avg. position 6.4
  7. #8tiedFivetranMentioned in 11%Avg. position 6.6
  8. #8tiedHightouchMentioned in 10%Avg. position 6.9
  9. #13tiedGemini for BigQueryMentioned in 9%Avg. position 3.9
  10. #13tiedRudderStackMentioned in 9%Avg. position 6.4
  11. #13tiedCollibraMentioned in 9%Avg. position 7.9
  12. #13tiedAtlanMentioned in 8%Avg. position 6.5
  13. #13tiedAirbyteMentioned in 8%Avg. position 7.3
  14. #13tiedClickHouseMentioned in 7%Avg. position 5.2
  15. #34tiedDremioMentioned in 2%Avg. position 7.0

Where Dremio ranks in AI

MarketRank · Mentioned in

Topics where AI mentions Dremio

TopicMentioned in · on this topic

How AI describes Dremio

Common descriptions

high-performance · agentic lakehouse · semantic layer · self-service · strong · excellent

Tone of AI’s statements about Dremio

  • Positive64%
  • Neutral36%
  • Mixed0%
  • Negative0%

Question: The problem is, our BI dashboards are slow. What's the best query acceleration layer or BI caching solution?

ChatGPTSep 26, 2026

Dremio Reflections precompute raw or aggregated data, and its optimizer transparently rewrites BI queries to use them.

ChatGPTSep 22, 2026

Dremio is particularly relevant if your dashboards hit a lakehouse: its Reflections can precompute raw data or aggregations and transparently rewrite BI queries to use them

ChatGPTAsk ChatGPT yourself (opens in a new tab)Google AI ModeAsk Google AI Mode yourself (opens in a new tab)

Question: Our text-to-SQL generation fails on complex table joins. Who specializes in semantic layers for enterprise databases?

Google AI ModeSep 23, 2026

Dremio AI Semantic Layer : Combines semantic definitions with an Apache Iceberg-native lakehouse

Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPTAsk ChatGPT yourself (opens in a new tab)

How prominently AI mentions Dremio

Position in answers

  • Named first10%
  • 2nd or 3rd15%
  • Later75%

Each engine’s share of its own answers across Dremio’s markets

  • ChatGPT1%
  • Google AI Mode1%

Other brands in Business Intelligence & Analytics Software

Sources AI cites

dremio.com 56%Other sites 44%