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AI Readiness Report
0out of 100

lightdash.com

Needs Work11 fixable issues

Your site needs optimization for AI search engines. We found 11 fixable issues.

Revenue IndexModerate
40%1.71 / 4.27
AI VisibilityModerate
61%2.59× / 4.27×
Answer ReadinessStrong
75%0.75 / 1.0
Score Breakdown
AI Bot Access
20/20
Content Structure
15/20
Structured Data
0/15
Meta & Technical
15/15
AI Readability
0/10
Image Alt Text
1/5
Sitemap
5/5
Content Freshness
10/10
What If You Improved?
$
Fix heading hierarchy
Add more schema types
Strengthen content & links
11

fixable issues blocking your AI visibility

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What AI Sees

How AI Reads Your Page

Your visitors see a polished interactive page. AI crawlers skip all of that — they see only raw extracted text.

Human Visitor Sees
  • Navigation & hero imagery
  • Animations & interactions
  • CTAs & styled elements
  • JavaScript-rendered content
AI Crawler Sees
  • Raw HTML text only
  • No scripts, styles, or nav
  • No header or footer
  • ~945 extractable words
extracted-content.txt945 words

🚀 One data person. 80 stakeholders. 85% of requests answered in 24 hours.

See how fal did it 🚀 85% of requests answered in 24 hours.

How fal did it Agentic Agentic BI.

Analytics Analytics at the at the speed of speed of code code The only open source AI-native BI platform that lets AI build, refactor, and ship analytics in minutes.

Built for modern data teams and loved by developers.

Start for free Try live demo Which channel is leading sales? is leading with $2.8M in ARR. & are contributing steadily.

Outbound Sales Product signups Organic traffic Trusted by the best data teams “The shift to dashboards-as-code and agent driven workflows has been huge for us.

We can update, version, and replicate analytics the same way we ship software.” Kevin Otte Data Scientist Joeri De Turck CTO Don Rudish Director Sami Rahman Director of Data Rohan Thakur AE Director Trusted by the best data teams “The shift to dashboards-as-code and agent driven workflows has been huge for us.

You still build dashboards manually.

Define metrics by hand.

Prompt AI chatbots.

Manual analytics is the bottleneck.

Modern companies don’t scale that way.

They automate.

What modern BI should look like What modern BI should look like AI that operates your analytics layer Learn about Agentic BI Use agents to build dashboards Use your favourite AI tools to assembles metrics, charts, and layouts into a production-ready dashboard.

Get instant answers from AI Use AI agents in the UI or Slack to get trusted answers fast without writing SQL or filing tickets.

Trust your metrics from day one Every query runs through your governed semantic layer.

That means reliable, consistent results and no hallucinations.

AI that operates your analytics layer Learn about Agentic BI Use agents to build dashboards Get instant answers from AI Trust your metrics from day one AI that operates your analytics layer Learn about Agentic BI Use agents to build dashboards Use your favourite AI tools to assembles metrics, charts, and layouts into a production-ready dashboard.

This is the way!" "Lightdash AI assistant is our forever Data Team MVP! =) Pulling data straight from the Lightdash API, it never trips over messy SQL and business logic.

This is the way!" Aleksandr Zolotukhin JustWatch ・ Head of Business Intelligence Ship BI like you ship code Read our docs BI-as-code Review, test, and merge BI changes programatically with automated testing, version control and CI/CD.

A powerful developer experience Use preview environments, CLI tools, version control and automated validation to deploy BI changes with confidence. dbt-native by design Use all the context from dbt to power your BI layer, so your models and metrics stay perfectly in sync.

Ship BI like you ship code Read our docs BI-as-code A powerful developer experience dbt-native by design Ship BI like you ship code Read our docs BI-as-code Review, test, and merge BI changes programatically with automated testing, version control and CI/CD.

That’s how you know you picked the right tool” “Our devs went from dreading BI requests to getting excited about them.

Scripts, styles, navigation, header & footer stripped before extraction.

Content Quality

Content Structure

15/20

AI engines prefer clear heading hierarchies and substantial content.

H1 Tags
2
Target: >= 1
H2 Tags
62
Target: >= 3
Word Count
945
Target: >= 800
Hierarchy
Incorrect
Target: H1 before H2
Fix: Ensure your H1 tag appears before any H2 tags in the HTML.

AI Readability

0/10

How easily AI can parse and extract clean answers from your content.

Content Ratio
2%
Target: >40%
Fix: Reduce inline CSS/JS or add more text to improve text-to-HTML ratio.
Page Size
1215 KB
Target: <1MB
Fix: Optimize images, minify scripts — keep total page under 1 MB.
Words (no JS)
945
Extractable words

Filler Phrases & Links

AI engines are trained to ignore generic marketing language.

1 phrase found that AI engines commonly disregard.

World-class
Internal Links
46
Pages linked within your site
External Links
29
Outbound citations
Filler Phrases
1
Detected in body text
Crawlability

AI Bot Access

20/20

Blocked bots can't index or cite your content.

GPTBot· ChatGPT
Allowed
ClaudeBot· Claude
Allowed
PerplexityBot· Perplexity
Allowed
Google-Extended· Gemini
Allowed
CCBot· Common Crawl
Allowed

Schema & Structured Data

0/15

JSON-LD schema markup helps AI engines understand who you are.

OrganizationMissing
Fix: Add Organization JSON-LD markup in your page's <head> section.
WebSiteMissing
Fix: Add WebSite JSON-LD markup in your page's <head> section.
ArticleMissing
Fix: Add Article JSON-LD markup in your page's <head> section.
FAQPageMissing
Fix: Add FAQPage JSON-LD markup in your page's <head> section.
BreadcrumbListMissing
Fix: Add BreadcrumbList JSON-LD markup in your page's <head> section.
Sitemap
Found
sitemap.xml found
5/5 pts
Image Alt Text
11%
12 of 114 images have alt text
1/5 pts
Fix: Add descriptive alt attributes to all images for AI accessibility.
Technical SEO

Meta & Technical

15/15

Core technical signals that affect how AI engines index and trust your site.

Title
52 chars (30-70)Pass
Meta Description
149 chars (50-160)Pass
Open Graph Tags
PresentPass
Canonical URL
PresentPass
HTTPS
SecurePass

Content Freshness

10/10

AI engines prefer recently updated content.

Schema dateModified
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Copyright year
2026Fresh
Last-Modified header
Thu, 12 Mar 2026 11:25:56 GMTFresh
AI Intelligence

AI Content Analysis

Questions AI engines can answer from your content, and content opportunities.

Questions Answered
What is Lightdash?
How does Lightdash improve BI workflows?
What are the benefits of using AI in analytics?
How does Lightdash ensure data governance?
What features does Lightdash offer for data teams?
Content Opportunities
How can I automate my BI processes?
What are the key differences between traditional BI tools and Lightdash?
How does Lightdash integrate with existing data tools?
What support options are available for new users?
How can I track user adoption of Lightdash in my organization?
5 answered / 5 opportunities
Simulated AI Citation

What an AI engine would extract and cite from this page.

Lightdash is the AI-first, open-source BI platform for modern data teams.
Top Prompts for Your Brand

Questions real users are typing into AI assistants about your type of product or service.

1
What are the best tools for modern business intelligence?
2
How can I automate my analytics reporting?
3
What features should I look for in a BI platform?
4
How does AI enhance data analytics?
5
What are the advantages of open-source BI tools?
AI Revenue Potential
AI Visibility
61%Moderate
How likely AI engines are to find, understand, and cite your content.
Heading Structure
79%
Clean H1→H2→H3 nesting helps AI parse your page
Structured Data
0%
Schema markup tells AI what your content IS
Content Authority
50%
Depth, external links, and content quality signals
Answer Readiness
75%Strong
Can AI engines easily extract and quote answers from your page?
FAQ schema markup
3+ subheadings (H2)
Open Graph tags
Meta description
Competitive Landscape

Who AI Recommends Instead

When someone asks ChatGPT for your category, these brands appear.

#1 Competitor ACited
#2 Competitor BCited
#3 Competitor CCited
#4 Competitor DCited
#5 Competitor ECited

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