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AI Rankings · business intelligence and analytics software · Australia

Lightdash, according to AI (October 2026)

lightdash.com

When a buyer in Australia asked ChatGPT, Gemini or Google AI Mode for business intelligence and analytics software, Lightdash came up in 5 of 180 answers. That puts it #30 of the 246 companies AI named in Australia.

Every time it came up, AI recommended it rather than just mentioning it.

  • 60 buyer questions
  • 180 answers read
  • 3 engines

Where you stand

Your totals across all 3 engines first, then the same numbers engine by engine. Rank is your place among the companies that engine named in Australia. Mention rate is the share of that engine’s answers that name you. Recommendation rate is the share of your mentions where you are put forward as a recommendation, not just named. Average position is the place you take in an answer that names you, 1 means first. Questions you appear in is how many of the 60 buyer questions named you at least once.

EngineRankMention rateRecommendation rateAverage positionQuestions you appear in
All 3 engines#30of 2463%100%3.63 of 60
ChatGPT#25of 1323%100%4.02 of 60
Gemini#42of 1382%100%3.01 of 60
Google AI Mode#26of 1043%100%3.52 of 60

ChatGPT names Lightdash most often, Gemini least. Power BI leads on all 3 engines.

Named instead of you

The leader, the three named right above you, and you. Share of answers that name each one, overall and on each engine.

RankcompanyMention rateChatGPTGeminiGoogle AI Mode
1Power BI112 answers ahead of you67%60%73%62%
27Prophix1 answer ahead of you3%5%5%
28Workday1 answer ahead of you3%5%3%2%
29Dynamics 365level with you3%2%5%2%
30Lightdashyou3%3%2%3%

Dynamics 365 is level with you, Sigma level with you.

See, question by question, who took the spot →

In AI’s own words

How the engines described Lightdash when they named it, word for word, from the October 2026 answers.

…Open-source edition; self-hostable Less developer/code-centric Lightdash dbt + modern data stack Open-source core Best when you already use dbt Evidence BI-as-code / Git workflows MIT More…

ChatGPT

A modern, open-source BI tool built specifically to integrate with dbt (data build tool).

Google AI Mode

If your data team already manages metrics inside dbt code repositories, Lightdash lets you turn those definitions straight into dashboards without recreating your business logic twice.

Google AI Mode

AI states 8 facts about Lightdash

In the October 2026 answers, AI describes your company in 8 statements: 8 about the service.

Findrix checks each one against your own facts, statement by statement, and writes the correction email for you.

Check all 8 in Findrix →

What to do with this report

  1. Get named where you are not

    Lightdash appeared in 3 of the 60 buyer questions. Findrix runs the other 57 for you and shows who AI names there instead, and which sites got them the spot.

  2. Fix what AI gets wrong

    AI states 8 facts about Lightdash. Findrix puts each one next to your own facts and writes the correction email for you to send.

  3. Watch it move

    In your inbox: a report after every scan and a monthly PDF for your team. An email when a fix worked or a rival overtakes you, and right away if your site blocks AI bots or goes down.

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