Measurement, control 10 of 17
M-10 Turn Bing queries, topics and portfolio insights into hypotheses
Use cited pages, grounding queries and topic context to investigate real opportunities. Topics Portfolio is site-specific, approximate and dependent on sufficient data.
- Priority
- High priority.
- Hard gate
- No
- Change class
- READ_ONLY: Inspect authorised evidence.
- Quality bucket
- Measurement and experiment readiness
Why it matters
Grounding queries show what the engine was actually looking for when it cited a page, which makes them useful for spotting unclear or weak sections. Treating them as a list of phrases to repeat leads to keyword stuffing, which damages the page for readers. Used as evidence, they point to where content needs to be clearer or better supported.
Evidence to review
- Available report, selected period, classification notes and an opportunity-to-resource map.
How to implement
- Connect cited pages to actual tasks and content gaps.
- Where available, inspect portfolio and opportunity-query views.
- Interpret Topic Size as approximate citation activity, not conventional search volume.
- Check commercial fit and evidence before creating a page; labels do not replace research.
How UltimateSEO checks this
Needs your evidence. No automated check covers this control, so it stays UNKNOWN until evidence is supplied.
Evidence needed: Bing AI Performance grounding queries and how they are converted into content decisions.
States used: PASS, FAIL, UNKNOWN, NOT_APPLICABLE or BLOCKED. UNKNOWN is never shown as a pass. How states work.
Sources
Part of The UltimateSEO Framework v4.3, catalogue dated 2026-10-14. Evidence states, control states and the publish gate are explained on the hub.