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Lightdash

lightdash.com Analytics
47
AI Score

Lightdash — a leading Analytics solution.

Does ChatGPT recommend Lightdash? Is Lightdash good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention Lightdash across hundreds of real prompts to calculate an AI visibility score. With a score of 47/100, Lightdash has moderate AI visibility — there's room to improve.

100%
ChatGPT
100%
Gemini
0%
Claude
0%
DeepSeek
100%
Mistral
43%
Mention Rate
2
Positive
0
Negative
1
Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

ataiva.com

Mention Rate by Engine

ataiva.com

Sentiment Breakdown

ataiva.com

✅ What AI Says Is Good

  • Strong data visualization
  • Real-time data tracking
  • Good integration options

⚠️ What AI Says Needs Work

  • Privacy regulations limit tracking
  • Can be complex to set up

🏆 Competitors AI Mentions

🔗 Sources AI Cites

🤖 AI Readiness Score

How prepared is Lightdash for AI-driven discovery?

40
/ 100
llms.txt
Schema.org
AI Crawlers
FAQ Schema
Citations
Reddit (2)

Last crawled: Apr 24, 2026

🤖 robots.txt AI Bot Rules

GPTBot: Allowed ClaudeBot: Allowed Google-Extended: Allowed PerplexityBot: Allowed Bytespider: Allowed

🔍 Google AI Overviews Coming Soon

We're building Google AI Overview tracking — see if Lightdash appears in Google's AI-generated answers. Get notified →

📄 llms.txt

Lightdash has an llms.txt file (4.7 KB) with sections:

View contents
# Lightdash (www.lightdash.com)

> Lightdash is an AI-first business intelligence platform for technical data teams building self-serve analytics.

## Website

- [https://www.lightdash.com/](https://www.lightdash.com/): Main site and access point.

## About Us

Lightdash is the first AI-native business intelligence (BI) platform built for technical data teams who are frustrated with complex, expensive traditional BI tools. Lightdash integrates seamlessly with your existing data stack, helping data teams deliver self-serve analytics with a best-in-class developer experience. It enables analysts to define metrics in code, while providing the entire organization with fast, accurate, and explainable insights with no SQL required. With seamless integrations, AI-powered agents, and robust data visualization tools, Lightdash accelerates data-driven decision-making across companies of all sizes.

## What We Do (Features)

- [AI Agents](https://www.lightdash.com/ai-agents): AI-powered agents deliver fast, accurate answers using your dbt models. No SQL required, and explainable insights 24/7.
- [Integrations](https://www.lightdash.com/integrations): Connect Lightdash with the tools and services you already use and love.
- [Spotlight](https://www.lightdash.com/spotlight): Metrics-first exploration for intuitive, governed analytics.
- [Enhanced Analytics & Data Visualization](https://www.lightdash.com/features): Unlock deeper insights with advanced analytics and powerful visualization tools.
- [Templates](https://www.lightdash.com/blogpost/lightdash-templates): Pre-built templates to accelerate analytics and dashboard creation.
- [Dashboards as Code](https://www.lightdash.com/blogpost/introducing-dashboards-as-code): Manage and version dashboards programmatically for governed BI workflows.
- [Security](https://www.lightdash.com/lightdash-security): Enterprise-grade security and compliance.

## Topics We Cover

- Self-serve BI
- dbt integration & metrics
- AI-powered analytics
- Semantic layers
- Data team productivity
- Data visualization
- Governed BI workflows
- Collaboration in analytics
- Modern BI best practices

## Key Blog Posts & Resources

- [Introducing Dashboards as Code](https://www.lightdash.com/blogpost/introducing-dashboards-as-code)
- [Introducing Spotlight: Metrics-first BI](https://www.lightdash.com/blogpost/introducing-spotlight-metrics-first-bi)
- [Metric Trees: How Top Data Teams Impact Growth](https://www.lightdash.com/blogpost/metric-trees-how-top-data-teams-impact-growth)
- [Lightdash & dbt metrics](https://www.lightdash.com/blogpost/lightdash-dbt-metrics)
- [Lightdash raises $11M Series A led by Accel](https://www.lightdash.com/blogpost/lightdash-raises-series-a)
- [We have raised $8.4m to build the BI tool we always wanted](https://www.lightdash.com/blogpost/lightdash-raises-seed-round)
- [What is Semantic BI?](https://www.lightdash.com/blogpost/what-is-semantic-bi)
- [Customer Stories](https://www.lightdash.com/customer-stories) …

💬 Sample ChatGPT Response

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💬 Sample Gemini Response

Want to see what Gemini says about Lightdash? Generate a free report →

💬 Sample Claude Response

Want to see what Claude says about Lightdash? Generate a free report →

💬 Sample DeepSeek Response

Want to see what DeepSeek says about Lightdash? Generate a free report →

💬 Sample Mistral Response

Prompt: "What is the best analytics software?"
Lightdash is a analytics tool that serves a specific segment of the market. It has some notable features and a dedicated user base. However, it faces stiff competition from larger players in the space. Lightdash can be a good choice depending on your specific requirements and budget, but it's worth comparing it with alternatives before making a decision.

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Last scanned: Apr 24, 2026 · Data from ChatGPT, Gemini, Claude · AI Brand Index · What does ChatGPT say about Lightdash? · Analytics