Rivac LabsAI Question Bank & Search-Intent Mapping
Most brands have never actually written down the full set of questions their buyers ask AI engines before making a decision — they optimize for a handful of obvious ones and miss the long tail that actually drives citations. This service builds and prioritizes that question bank systematically, mapping each question to funnel stage, buyer intent, and estimated citation opportunity, so every other AEO workstream — content, schema, answer packs — has a concrete target list to work against. It's for teams about to invest in AEO content or technical work who don't yet have a validated list of what to actually build for. The deliverable becomes the shared backlog every downstream team references.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Mine search data, sales conversations, support tickets, and AI engine outputs to surface the real questions buyers ask at each funnel stage.
- 2
Validate the top-priority cluster by testing how AI engines currently answer those specific questions.
- 3
Review the prioritized list and intent mapping with you to confirm it matches how your sales and marketing teams actually think about buyers.
- 4
Deliver the full question bank with intent mapping and priority scoring, and refresh it periodically as buyer language and the market shift.
What You Get
Deliverables from this engagement
- A prioritized bank of buyer questions mapped to funnel stage and intent
- A citation-opportunity score for each question or cluster
- A validated view of how AI engines currently answer each question
- A refresh process to keep the question bank current
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about AI Question Bank & Search-Intent Mapping