Playbook
Common Crawl / training presence for GraphQL platforms
A practical playbook for API marketers to improve training presence—with checks, fixes, and measurement.
Why training presence matters in GraphQL
API marketers cannot win AI shortlists on content alone if training presence is broken. Whether public archives like Common Crawl have seen your domain—a weak but useful signal that your site exists in corpora often used for model training and research.
In GraphQL, 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. Marketplace listing pages can outrank your homepage in AI answers if your product facts live only behind auth.
What to check
- Domain appearance in Common Crawl indexes
- Public HTML that archives can fetch historically
- Stable canonical host (apex vs www consistency)
- No long-term block of archival crawlers you intend to allow
GraphQL-specific page priorities
- Changelog — ensure this URL is crawlable HTML with facts assistants can quote when answering “best GraphQL platforms for teams evaluating options”
- Status page — ensure this URL is crawlable HTML with facts assistants can quote when answering “best GraphQL platforms for teams evaluating options”
- Architecture overview — ensure this URL is crawlable HTML with facts assistants can quote when answering “best GraphQL platforms for teams evaluating options”
Fix guidance
Keep a durable public site, avoid indefinite archival blocks unless required, and focus primary effort on live AI search citations.
Deep dive: Common Crawl / training presence. Industry hub: AI visibility for GraphQL platforms.
Measure with BatSignal
- Run a Visibility Scan on your GraphQL site
- Inspect the pillar tied to training presence
- Ship the prioritized fixes and copy-paste deliverables
- Re-verify within 30 days to confirm movement
Related
- GraphQL hub
- crawl access for GraphQL
- content readiness for GraphQL
- ChatGPT citations for GraphQL
- llms.txt for GraphQL
- Common Crawl / training presence
- All industries
FAQ
What is training presence for GraphQL platforms?
Whether public archives like Common Crawl have seen your domain—a weak but useful signal that your site exists in corpora often used for model training and research. For GraphQL, this shows up when buyers ask “best GraphQL platforms for teams evaluating options” and when AI crawlers attempt to fetch your commercial pages.
How do we improve training presence?
Keep a durable public site, avoid indefinite archival blocks unless required, and focus primary effort on live AI search citations. Industry-specific must-have pages include Changelog, Status page, Architecture overview.
How does BatSignal score this?
Training presence (5% of BatSignal score). See the [methodology](/methodology) and related guide: /guides/common-crawl-training-presence.