Playbook
Common Crawl / training presence for IDP vendors
A practical playbook for platform engineering marketers to improve training presence—with checks, fixes, and measurement.
Why training presence matters in internal developer platforms
platform engineering 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 internal developer platforms, common blockers include: Integration and security pages are PDF-only; Canonical host inconsistency splits crawl equity; Assistants quote outdated feature claims. Incumbents and well-documented review sites often dominate AI answers until you publish crawlable comparison content.
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
internal developer platforms-specific page priorities
- Alternatives page — ensure this URL is crawlable HTML with facts assistants can quote when answering “best internal developer platforms for teams evaluating options”
- Implementation guide — ensure this URL is crawlable HTML with facts assistants can quote when answering “best internal developer platforms for teams evaluating options”
- ROI calculator page — ensure this URL is crawlable HTML with facts assistants can quote when answering “best internal developer 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 IDP vendors.
Measure with BatSignal
- Run a Visibility Scan on your internal developer platforms 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
- internal developer platforms hub
- crawl access for internal developer platforms
- content readiness for internal developer platforms
- ChatGPT citations for internal developer platforms
- llms.txt for internal developer platforms
- Common Crawl / training presence
- All industries
FAQ
What is training presence for IDP vendors?
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 internal developer platforms, this shows up when buyers ask “best internal developer 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 Alternatives page, Implementation guide, ROI calculator page.
How does BatSignal score this?
Training presence (5% of BatSignal score). See the [methodology](/methodology) and related guide: /guides/common-crawl-training-presence.