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Lightdash

BI and analytics software Β· United States

Lightdash

Rank#16Top 22%of 76 tracked

Updated 2026-10-08

Brand Visibility

22.5%

Prompt Coverage

23%

AI Sub-Searches

2

Query fan-outs

Total Mentions

24

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Elite AI Visibility in Focused Prompts

Verified Brand

Tracked by AI Rankia Index

What AI Says About Lightdash

Real AI response mentioning Lightdash β€” captured live from Google AI Mode.

In response to: β€œWhat are the best open source BI tools for organizations in the US?”

…querying, and native row-level security (RLS) in its free self-hosted edition. - Best for: Mid-to-large organizations with dedicated data engineering/SQL-savvy teams that need heavy performance scaling and fine-grained access controls. - Lightdash (Best for dbt-Centric Stacks) - The lowdown: Often described as an open-source alternative to Looker. It builds directly on top of dbt (data build tool), meaning your metrics and definitions live in code/version control rather than being

Google AI Mode

Prompts Tracked in BI and analytics software

AI Rankia runs these exact prompts across ChatGPT, Gemini, Perplexity, Claude & more to build this ranking.

1

β€œWhich BI tools have the best mobile apps for executives in the US?”

normal result
2

β€œTop healthcare BI software for hospitals and health systems in the US?”

normal result
3

β€œCan you recommend BI software for a fast-growing startup in the US?”

normal result

10 more prompts tracked Β·

Each prompt fans out into dozens of AI sub-searches β€”never miss the semantic gaps ↓
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AI Model Breakdown

How often each AI search engine recommends Lightdash.

Strongest AI Model

Gemini Search β€” mentioned in 15% of prompts

Gemini Search
15%
Google AI Mode
15%
ChatGPT Search
8%
Google AI Overviews
8%

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Nearby Competitors

Brands ranked closest to Lightdash in AI search visibility.

β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ--%
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Prompts Mentioning Lightdash

The exact buyer questions where AI recommends Lightdash.

Pro
1

What are the best open source BI tools for organizations in the US?

Google AI Mode95% vis
2

Can you recommend BI software for a fast-growing startup in the US?

Gemini Search90% vis
3

What are the best open source BI tools for organizations in the US?

Google AI Overviews88% vis
4

What are the best open source BI tools for organizations in the US?

ChatGPT Search85% vis
5

Are there any good free BI tools for small businesses in the US?

Google AI Mode80% vis

See every prompt that mentions Lightdash

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Citation Sources

Domains AI models cite when recommending Lightdash.

Pro
google.comGoogle AI Overviews
69citations
fastero.comGoogle AI Mode
7citations
www.gartner.comGoogle AI Mode
6citations
www.g2.comGoogle AI Mode
5citations
www.unlimitedsystems.comGoogle AI Mode
5citations
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Citation URLs

Specific pages AI links to when answering bi and analytics software questions.

Pro
www.medigy.com/news/blogs/9-best-healthcare-analytics-solutions-available-in-2026Google AI Mode Β· 4 citations
www.reddit.com/r/BusinessIntelligence/comments/1coccmm/seeking_recommendations_for_affordableopensourceGoogle AI Mode Β· 3 citations
www.g2.com/best-software-companies/top-analyticsGoogle AI Mode Β· 3 citations
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Query Fan-Out Intelligence

Every prompt fans out into dozens of sub-searches across AI models β€” covering every semantic angle a buyer might take. Miss one, and a competitor ranks instead.

2 sub-searches found
#AI Sub-Search QueryCount% Share
1most popular reporting software KPI US businesses market share1
50.0%
2top business intelligence tools market share US1
50.0%
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Do you rank in Google for these 2 AI sub-searches?

When AI recommends a bi and analytics software brand, it doesn't just pick a name β€” it silently runs 2 sub-searchesacross Google to find corroborating evidence. Brands that rank for those queries get cited. Brands that don't, get skipped.

Our Query Fan-Out Γ— Google Rank tool cross-references every AI sub-search against live Google rankings β€” so you can see exactly which ones Lightdash wins, which ones competitors outrank you on, and where to focus first.

Match my Google rankings to AI sub-searches β†’

Is Lightdash your company?

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About Lightdash's AI Search Visibility

This ranking is powered by the AI Rankia Universal Brand Index (UBI) β€” a system that sends real buyer queries to ChatGPT, Google Gemini, Perplexity AI, Claude, Grok, and Google AI Mode, then measures which bi and analytics software each model recommends. Rankings are updated regularly as AI models evolve.

Lightdash achieved a prompt coverage of 23% β€” appearing in 3 of 13 tracked buyer queries β€” with an AI visibility score of 22.5%, placing them #16 of 76 bi and analytics software in United States.

Lightdash's strongest AI model is Gemini Search, cited in 15% of relevant prompts. Their weakest is Google AI Overviews at 8% β€” an opportunity to improve citations on that platform.

Seeing this ranking is step one. AI Rankia is the autonomous AI-visibility platform that acts on itβ€” where read-only tools (Profound, Otterly, Semrush) just hand you a report, AI Rankia's agents publish the content AI cites, deploy the schema, llms.txt and internal links straight to your live site, buy the links AI already trusts for your competitors, and prove the citation lift against a control. Its Get Cited PR toolkit finds the journalists and creators who cover bi and analytics software and automates the whole outreach β€” discover contacts, AI-write each pitch, send from your Gmail and track replies. Switch on autopilot and the agents run the entire loop end to end, every day β€” Monitor β†’ Get Cited β†’ Content Hub β†’ AI Links β€” or take full manual control of every article, prompt, schema tag and link. Built for the teams that own bi and analytics software visibility: agencies reporting to clients, and brands who want to move up this ranking instead of just watching it.

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