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