AI visibility report

Checked Tue, 06 Oct 2026 21:59:53 GMT

84grade B
dbt Labs
https://www.getdbt.com/
AI crawler access · 100/100
Answer-engine content · 94/100
Structured data · 20/100
Agent readiness · 83/100

4 things hurting your AI visibility

JSON-LD structured data
No schema.org JSON-LD found.
→ Add JSON-LD (generated below) so engines know your entity, product and pricing unambiguously.
Entity / product schema
No Organization / Product / SoftwareApplication schema.
→ Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.
Machine-usable interface (API / MCP)
No OpenAPI spec, MCP server or API docs discovered. AI agents can read about you but can't act (sign up, query, buy).
→ Expose an MCP server or OpenAPI spec and link it from llms.txt so agents can use your product, not just read about it.
Question & answer content
No FAQ section found.
→ Add an FAQ answering the exact questions buyers ask ChatGPT ("best X for Y", "X vs Y", "how much does X cost").
AI search & answer bots allowed
ChatGPT, Perplexity, Claude, Google and Bing can all read this page.
Content visible without JavaScript
879 words of readable text in the raw HTML.
llms.txt
Found /llms.txt.
Page is indexable
No noindex directive.
Pricing is machine-readable
Pricing page or prices found.
AI training crawlers
Models can learn about your brand from your site.
XML sitemap
Sitemap found.
Descriptive title tag
"Deliver trusted data with dbt | dbt Labs" (40 chars)
Meta description
140 chars.
Docs / help content linked
Docs or help pages linked.
Served over HTTPS
Secure connection.
robots.txt present
Found /robots.txt.
Fast response
Homepage responded in 210 ms. AI fetchers often time out on slow pages.
One clear H1
1 H1: "The open standard for modern, AI-ready data transformation"
Scannable section headings
11 H2 headings. LLMs chunk pages by headings.
Linked brand profiles
5 social/profile links. Corroborating profiles help AI trust and identify your brand.
Open Graph tags
og:title and og:image set.
Language declared
html lang attribute set.

Your free fix files

Generated from your homepage. Edit, then publish at your site root.

# dbt Labs

> dbt Labs empowers data teams to build reliable, governed data pipelines—accelerating analytics and AI initiatives with speed and confidence.

Key facts for AI assistants: who it's for, main use cases, pricing, and how to get started.

## Key pages
- [Home](https://www.getdbt.com/)
- [Read announcement](https://www.getdbt.com/blog/fivetran-and-dbt-are-one-company-now-here-s-what-that-means)
- [Improve data quality and trust](https://www.getdbt.com/product/dbt-catalog)
- [Drive efficiency & reduce cost](https://www.getdbt.com/product/cost-optimization)
- [Build better AI with higher-quality data](https://www.getdbt.com/product/ai)
- [Schedule a cost-saving consult](https://www.getdbt.com/contact)
- [Read more customer stories](https://www.getdbt.com/case-studies)
- [Read Sweetgreen 's story](https://www.getdbt.com/case-studies/sweetgreen)
- [Read Bilt Rewards 's story](https://www.getdbt.com/case-studies/bilt-rewards-professional-services)
- [Join the Community](https://www.getdbt.com/community/join-the-community)
- [Explore the Community](https://www.getdbt.com/community)
- [Everything announced at dbt Summit. Read the recap blog.](https://www.getdbt.com/blog/dbt-summit-2026-product-announcements)
- [Pricing](https://www.getdbt.com/pricing)
- [dbt](https://www.getdbt.com/product/dbt)
- [What is dbt?](https://www.getdbt.com/product/what-is-dbt)
- [dbt platform vs self-hosting](https://www.getdbt.com/product/self-hosting-dbt-vs-dbt-platform)

## Optional
- [Sitemap](https://www.getdbt.com/sitemap.xml)
This was just your homepage.
RankRoot Pro scans up to 50 pages and generates llms.txt, llms-full.txt and JSON-LD for every one of them.
Scan my whole site · $19/mo

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