Playbook
Common Crawl / training presence for code search platforms
A practical playbook for developer platform marketers to improve training presence—with checks, fixes, and measurement.
Why training presence matters in code search
developer platform 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 code search, common blockers include: Buyers ask AI assistants before visiting vendor sites; Category pages are thin or JS-only; Competitors appear in ChatGPT answers for “code search tools” first. Integrators and agencies sometimes get cited more than vendors when vendor sites block AI crawlers.
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
code search-specific page priorities
- Product overview — ensure this URL is crawlable HTML with facts assistants can quote when answering “best code search tools for teams evaluating options”
- Security / trust — ensure this URL is crawlable HTML with facts assistants can quote when answering “best code search tools for teams evaluating options”
- Comparison pages — ensure this URL is crawlable HTML with facts assistants can quote when answering “best code search tools 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 code search platforms.
Measure with BatSignal
- Run a Visibility Scan on your code search 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
- code search hub
- crawl access for code search
- content readiness for code search
- ChatGPT citations for code search
- llms.txt for code search
- Common Crawl / training presence
- All industries
FAQ
What is training presence for code search 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 code search, this shows up when buyers ask “best code search tools 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 Product overview, Security / trust, Comparison pages.
How does BatSignal score this?
Training presence (5% of BatSignal score). See the [methodology](/methodology) and related guide: /guides/common-crawl-training-presence.