Find the valuable questions AI gives to competitors.
Surface measured questions where your brand is absent and competitors appear, then carry the exact question into content creation.
What Content Opportunities helps the team understand.
Surface measured questions where your brand is absent and competitors appear, then carry the exact question into content creation.
Missed questions
See which tracked buyer questions do not mention your brand.
Competitor presence
See who appears in the same measured answer set.
Direct content handoff
Carry the selected question into the content workflow.
Keep every result connected to evidence and action.
The product explains the result, preserves its source context and makes the next review explicit.
Move from summary metrics into the underlying question.
Sample data demonstrates the evidence depth of a formal project.
Visibility evidence
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Questions about Content Opportunities
Does this feature run from the public website?
No. Marketing pages explain the capability. Formal data collection begins only after a user enters the App and confirms the project scope.
Can snapshot results become part of this workflow?
Yes. A valid snapshot can be claimed as an initial sample, while onboarding still confirms markets, competitors and the formal monitored question set.
Are all metrics comparable across AI engines?
Core answer states can be normalized, but citations, search assistance and answer formats still need engine-specific evidence.
How often is the data refreshed?
Measurement runs on the schedule your plan allows, and monitoring quota is shared at the account level. Alerts require two consecutive runs to confirm, so model sampling noise does not become a false alarm.
Can the original AI answer be inspected?
Yes. Every result drills down to the answer that produced it, question by question and model by model, together with the citations found in that answer.
What happens when a model is unavailable?
That run is marked partial rather than being silently filled in. The remaining engines still complete, and the gap stays visible in the result.
Put Content Opportunities into a complete GEO workflow.
Create a project, confirm your market and start measuring the questions that matter.