Playbook
Common Crawl / training presence for voice API platforms
A practical playbook for communications marketers to improve training presence—with checks, fixes, and measurement.
Why training presence matters in voice APIs
communications 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 voice APIs, common blockers include: Glossary and FAQ pages are absent; Brand mentions are generic without citations; Open-web retrieval prefers aggregator domains. Analyst notes and G2-style roundups fill the answer gap when your own comparison pages are thin or blocked.
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
voice APIs-specific page priorities
- Docs hub — ensure this URL is crawlable HTML with facts assistants can quote when answering “best voice APIs for teams evaluating options”
- Customer stories — ensure this URL is crawlable HTML with facts assistants can quote when answering “best voice APIs for teams evaluating options”
- API reference — ensure this URL is crawlable HTML with facts assistants can quote when answering “best voice APIs 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 voice API platforms.
Measure with BatSignal
- Run a Visibility Scan on your voice APIs 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
- voice APIs hub
- crawl access for voice APIs
- content readiness for voice APIs
- ChatGPT citations for voice APIs
- llms.txt for voice APIs
- Common Crawl / training presence
- All industries
FAQ
What is training presence for voice API 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 voice APIs, this shows up when buyers ask “best voice APIs 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.