BeonAIBeonAI
AI Readiness Report
0out of 100

getdbt.com

Needs Work8 fixable issues

Your site needs optimization for AI search engines. We found 8 fixable issues.

Revenue IndexModerate
63%2.68 / 4.27
AI VisibilityStrong
83%3.53× / 4.27×
Answer ReadinessStrong
75%0.75 / 1.0
Score Breakdown
AI Bot Access
20/20
Content Structure
20/20
Structured Data
0/15
Meta & Technical
15/15
AI Readability
10/10
Image Alt Text
1/5
Sitemap
5/5
Content Freshness
5/10
What If You Improved?
$
Add more schema types
Strengthen content & links
8

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
  • ~839 extractable words
extracted-content.txt839 words

Announcing Explore Fusion Learn more about Fusion, the next-generation dbt engine that’s powering a more responsive developer experience, cost efficiencies, and the future of analytics VS Code extension This free tool brings the full power of the dbt Fusion engine into your local environment with features like live error detection, lightning-fast parse times, insights and rich lineage all in VS Code or Cursor.

Experience dbt for analysts Bring more of your team onboard with dbt Canvas, the drag-and-drop visual UX that makes governed data development simple for pros and new users alike A unified platform for delivering trusted data AI is changing data work, fast.

The data control plane keeps you ahead of the curve.

Reliable, high-quality data is the fuel that propels AI-powered data engineering. dbt empowers your team to deliver reliable, governed data faster, cheaper, and at scale.

Learn about dbt Explore Fusion Next-gen engine Meet Fusion: The new engine powering dbt.

A brand new, lightning-fast engine is here.

Experience faster performance, a hyper-responsive developer experience, and built-in cost efficiencies.

Explore Fusion Automate critical tasks dbt Copilot accelerates development with AI.

Bring structure to how analytics work gets scoped and shared, making the rest of the lifecycle simpler, smoother, and better governed—from data development through to analysis.

Learn more about Copilot Transform your business Choose dbt for speed, trust, and delivering real results.

Unlock your data and the future of your business. dbt’s organization-wide platform improves data quality and governance to truly trust your AI, allowing your data practitioners to do their best and most important work, orders of magnitude faster.

Improve data quality and trust High-quality data reduces risk, drives productivity, and increases stakeholder confidence in AI and data development Build trust in data Drive efficiency & reduce cost dbt helps identify inefficiencies in your data development, then provides automation and recommendations to drive down costs See how dbt streamlines work Build better AI with higher-quality data dbt ensures your data is trusted, governed, and properly documented — so AI gets built on the best possible inputs dbt for powerful AI Top companies use dbt to deliver real AI impact.

Join the thousands of companies using dbt to accelerate analytics, lower costs, and achieve extraordinary outcomes.

Read customer stories For our business needs, our investment in AI and dbt Semantic Layer has been worth it.

Kelly Wolinetz, Senior data engineer Read M1 Finance's story Access to accurate data is critical, it allows us to improve the customer experience and increase retention, lifetime value, and profitability.

Matt Luizzi, Senior Director of Analytics for WHOOP Read Whoop's story The numbers don't lie Major value.

Measurable results.

Thousands of teams rely on dbt to improve data quality and trust while they drive efficiency and reduce cost. 30x Faster data workflows Automate processes to deliver insights significantly faster 194% ROI in under 6 months Forrester Research found organizations achieve faster results, lower costs, and improved team productivity 5,400 dbt customers Deliver trusted data products confidently at any scale 100% Compliance Built-in governance, testing, and documentation for data you can trust See dbt in action today.

Speak directly with our data experts and discover how dbt can accelerate your analytics strategy and drive measurable results.

Request a demo Create a free account Great data professionals never work alone The dbt Community connects you with 100,000+ data professionals—people who share your challenges, insights, and ambitions Join the Community Seamless integrations across the data stack See all integrations Trusted globally.

Proven at scale.

Customer approved 97% customer satisfaction Rated 4.8/5 on G2 by thousands of data leaders who trust dbt Cloud for critical analytics and AI initiatives Secure & compliant Enterprise-grade compliance Proven at scale 60,000+ teams Over 60,000 teams worldwide rely on dbt, processing billions of data transformations with confidence Industry leader Named a Leader by Snowflake and Databricks Recognized as Snowflake Data Cloud Partner of the Year and Databricks Customer Impact Partner of the Year Get started Accelerate your AI initiatives today Get a personalized demo and see how dbt empowers your data team to deliver trustworthy AI at scale.

Request your demo Learn more about dbt Install the new dbt VS Code extension The free dbt VS Code extension is the best way to develop locally with the dbt Fusion Engine Install free extension Modeling ERP data in dbt: Best practices for reliable reporting [Live virtual event] - Join us on March 25 or 26 Big news! dbt Labs and Fivetran sign definitive agreement to merge.

Read the announcement Submit your session for dbt Summit - CFP open till March 31st Registration for dbt Summit is now live.

Save $1,300

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

Content Quality

Content Structure

20/20

AI engines prefer clear heading hierarchies and substantial content.

H1 Tags
1
Target: >= 1
H2 Tags
11
Target: >= 3
Word Count
839
Target: >= 800
Hierarchy
Correct
Target: H1 before H2

AI Readability

10/10

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

Content Ratio
90%
Target: >40%
Page Size
826 KB
Target: <1MB
Words (no JS)
839
Extractable words

Filler Phrases & Links

AI engines are trained to ignore generic marketing language.

3 phrases found that AI engines commonly disregard.

EmpowerTransform yourEcosystem
Internal Links
80
Pages linked within your site
External Links
5
Outbound citations
Filler Phrases
3
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
50%
11 of 22 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
40 chars (30-70)Pass
Meta Description
140 chars (50-160)Pass
Open Graph Tags
PresentPass
Canonical URL
PresentPass
HTTPS
SecurePass

Content Freshness

5/10

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
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
AI Intelligence

AI Content Analysis

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

Questions Answered
What is dbt and how does it work?
How does dbt improve data quality and governance?
What are the benefits of using the dbt Fusion engine?
How can dbt accelerate analytics and AI initiatives?
What are the customer satisfaction ratings for dbt?
Content Opportunities
How does dbt compare to other data pipeline tools?
What specific features does dbt offer for data governance?
Can dbt integrate with existing data systems?
What are the pricing options for dbt?
How can I get started with dbt?
5 answered / 5 opportunities
Simulated AI Citation

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

dbt Labs empowers data teams to build reliable, governed data pipelines—accelerating analytics and AI initiatives with speed and confidence.
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 data pipeline management?
2
How can I ensure data quality in my analytics?
3
What features should I look for in a data engineering tool?
4
How can I speed up my data workflows?
5
What are the benefits of using AI in data development?
AI Revenue Potential
AI Visibility
83%Strong
How likely AI engines are to find, understand, and cite your content.
Heading Structure
100%
Clean H1→H2→H3 nesting helps AI parse your page
Structured Data
0%
Schema markup tells AI what your content IS
Content Authority
75%
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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