Playbook
Common Crawl / training presence for underwriting AI platforms
A practical playbook for insurance AI marketers to improve training presence—with checks, fixes, and measurement.
Why training presence matters in underwriting AI
insurance 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 underwriting AI, 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. 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
underwriting AI-specific page priorities
- Docs hub — ensure this URL is crawlable HTML with facts assistants can quote when answering “best underwriting AI tools for teams evaluating options”
- Customer stories — ensure this URL is crawlable HTML with facts assistants can quote when answering “best underwriting AI tools for teams evaluating options”
- API reference — ensure this URL is crawlable HTML with facts assistants can quote when answering “best underwriting AI 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 underwriting AI platforms.
Measure with BatSignal
- Run a Visibility Scan on your underwriting 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
- underwriting AI hub
- crawl access for underwriting AI
- content readiness for underwriting AI
- ChatGPT citations for underwriting AI
- llms.txt for underwriting AI
- Common Crawl / training presence
- All industries
FAQ
What is training presence for underwriting 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 underwriting AI, this shows up when buyers ask “best underwriting AI 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 Docs hub, Customer stories, API reference.
How does BatSignal score this?
Training presence (5% of BatSignal score). See the [methodology](/methodology) and related guide: /guides/common-crawl-training-presence.