The short version
AI answers can combine generated text with retrieved information when search or other tools are used. Retrieval can involve ranking and selection. Not every answer uses live search, and your website can be one of several sources.
- Relevant independent coverage. Maintain accurate listings and earn legitimate coverage where customers look. Source mixes vary by question and system.
- Accurate business facts. Correct material inconsistencies without assuming recognition or citation is guaranteed.
- Accessible pages. Make important text crawlable and test access. Rendering support differs across systems.
- Repeatable observation. Record question, system, date, location and settings. Observed change is not proof of causation.
What one schema study found
A May 11, 2026 observational study compared 1,885 pages adding JSON-LD with 4,000 controls. It found no clear positive citation uplift across the studied experiences during a 30-day window. Pages were already heavily cited and changes were not randomly assigned, limiting generalization. Relevant schema can support feature eligibility, but display is not guaranteed and special AI schema is not required for the documented search features. Study and methodology.
How long it takes
There is no established universal timeline for citation gains. Access, content and earned coverage operate on different schedules. Agree on delivery milestones and review dates rather than a guaranteed increase by a fixed deadline.
What DigitalOS can commit to
We cannot guarantee inclusion in third-party AI answers. Outputs can vary with question, location, context, settings and system changes. We can commit to defined deliverables, documented testing and transparent reporting.
Sources and limitations
Reviewed October 29, 2026. External findings are not DigitalOS experiments or guarantees. Practical recommendations are DigitalOS guidance; research, products and policies can change.
- Official AI-search eligibility guidance
Living product documentation; no special AI schema is required for the search features described. Eligibility does not guarantee inclusion.
- Official assistant-search documentation
Living product documentation. Search behavior, location and context can affect results; it does not describe every assistant.
- Schema citation study · May 11, 2026
Observational comparison of 1,885 changed pages and 4,000 controls over 30 days. Already-cited pages and non-random assignment limit generalization.
- Structured-data eligibility guidance
Structured data describes content and can support eligibility for relevant features; rich-result display is not guaranteed.
- Official search and training crawler controls
Living product documentation; search and training permissions are independent.
