Playbook

structured data for AI discovery for adtech companies

A practical playbook for adtech marketers to improve structured data—with checks, fixes, and measurement.

Why structured data matters in adtech

adtech 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 adtech, common blockers include: Product docs are behind login walls; robots.txt blocks AI search bots unintentionally; Comparison queries cite review sites instead of the brand. Vertical specialists with strong llms.txt and structured data often punch above their SEO traffic in AI answers.

What to check

  1. Organization and WebSite JSON-LD consistent with on-page branding
  2. FAQPage or HowTo markup only where visible FAQ/HowTo content exists
  3. Product, SoftwareApplication, or Service types on commercial pages when accurate
  4. No conflicting schema that invents ratings, prices, or claims not on the page

adtech-specific page priorities

  • Solutions by persona — ensure this URL is crawlable HTML with facts assistants can quote when answering “best adtech platforms for teams evaluating options”
  • Industry examples — ensure this URL is crawlable HTML with facts assistants can quote when answering “best adtech platforms for teams evaluating options”
  • Support docs — ensure this URL is crawlable HTML with facts assistants can quote when answering “best adtech 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 adtech companies.

Measure with BatSignal

  1. Run a Visibility Scan on your adtech site
  2. Inspect the pillar tied to structured data
  3. Ship the prioritized fixes and copy-paste deliverables
  4. Re-verify within 30 days to confirm movement

Related

FAQ

What is structured data for adtech companies?

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 adtech, this shows up when buyers ask “best adtech 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 Solutions by persona, Industry examples, Support docs.

How does BatSignal score this?

Content readiness / entity clarity. See the [methodology](/methodology) and related guide: /guides/json-ld-ai-discovery.