Playbook
Common Crawl / training presence for CAD software companies
A practical playbook for CAD product marketers to improve training presence—with checks, fixes, and measurement.
Why training presence matters in CAD software
CAD product 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 CAD software, common blockers include: Integration and security pages are PDF-only; Canonical host inconsistency splits crawl equity; Assistants quote outdated feature claims. 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
CAD software-specific page priorities
- Product overview — ensure this URL is crawlable HTML with facts assistants can quote when answering “best CAD software for teams evaluating options”
- Security / trust — ensure this URL is crawlable HTML with facts assistants can quote when answering “best CAD software for teams evaluating options”
- Comparison pages — ensure this URL is crawlable HTML with facts assistants can quote when answering “best CAD software 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 CAD software companies.
Measure with BatSignal
- Run a Visibility Scan on your CAD software 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
- CAD software hub
- crawl access for CAD software
- content readiness for CAD software
- ChatGPT citations for CAD software
- llms.txt for CAD software
- Common Crawl / training presence
- All industries
FAQ
What is training presence for CAD software companies?
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 CAD software, this shows up when buyers ask “best CAD software 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.