Playbook
structured data for AI discovery for CDP vendors
A practical playbook for data and growth marketers to improve structured data—with checks, fixes, and measurement.
Why structured data matters in customer data platform
data and growth marketers cannot win AI shortlists on content alone if structured data is broken. Whether commercial pages expose accurate JSON-LD and related markup so AI systems and search engines can parse entities, products, FAQs, and organization facts.
In customer data platform, common blockers include: Public roadmap and changelog are missing; Structured data is incomplete on commercial URLs; Competitor docs sites dominate retrieval. Integrators and agencies sometimes get cited more than vendors when vendor sites block AI crawlers.
What to check
- Organization and WebSite JSON-LD consistent with on-page branding
- FAQPage or HowTo markup only where visible FAQ/HowTo content exists
- Product, SoftwareApplication, or Service types on commercial pages when accurate
- No conflicting schema that invents ratings, prices, or claims not on the page
customer data platform-specific page priorities
- Pricing — ensure this URL is crawlable HTML with facts assistants can quote when answering “best CDP platforms for teams evaluating options”
- Integrations — ensure this URL is crawlable HTML with facts assistants can quote when answering “best CDP platforms for teams evaluating options”
- Use-case landing pages — ensure this URL is crawlable HTML with facts assistants can quote when answering “best CDP platforms for teams evaluating options”
Fix guidance
Ship truthful JSON-LD that mirrors visible HTML, validate it, and keep entity names consistent across llms.txt and key URLs.
Deep dive: structured data for AI discovery. Industry hub: AI visibility for CDP vendors.
Measure with BatSignal
- Run a Visibility Scan on your customer data platform site
- Inspect the pillar tied to structured data
- Ship the prioritized fixes and copy-paste deliverables
- Re-verify within 30 days to confirm movement
Related
- customer data platform hub
- crawl access for customer data platform
- content readiness for customer data platform
- ChatGPT citations for customer data platform
- llms.txt for customer data platform
- structured data for AI discovery
- All industries
FAQ
What is structured data for CDP vendors?
Whether commercial pages expose accurate JSON-LD and related markup so AI systems and search engines can parse entities, products, FAQs, and organization facts. For customer data platform, this shows up when buyers ask “best CDP platforms for teams evaluating options” and when AI crawlers attempt to fetch your commercial pages.
How do we improve structured data?
Ship truthful JSON-LD that mirrors visible HTML, validate it, and keep entity names consistent across llms.txt and key URLs. Industry-specific must-have pages include Pricing, Integrations, Use-case landing pages.
How does BatSignal score this?
Content readiness / entity clarity. See the [methodology](/methodology) and related guide: /guides/json-ld-ai-discovery.