Question mapping
Define product, service, comparison and buying questions across the customer journey.
Review how your brand is represented in AI answers through content, brand consistency and source visibility.
Prepare a short brief ↗GEO describes content and visibility work that helps generative AI systems understand a brand and its expertise. Clear service definitions, verifiable information, accessible pages and consistent brand sources are core areas.
For B2B and e-commerce brands where AI-assisted research influences decisions. We first examine customer questions and how the brand is represented within them.
Define product, service, comparison and buying questions across the customer journey.
Create clear definitions, scope statements and verifiable information.
Review agreement between website, corporate profiles and contact information.
Record selected queries with tool and date, reporting changes with sampling limitations.
Deliverables, schedule, access and exclusions are agreed in writing during proposal preparation.
Define decision-stage customer questions and verifiable brand information. Review consistency across your website and external sources.
Explain expertise through definitions, comparisons and concrete detail. Improve sources, internal links and appropriate structured data.
Monitor mentions across defined question samples and referral traffic. Report variation by model, timing and user context.
AI mentions and website visits are different outcomes. Separate sampled observations, referral traffic and conversions; visibility is not guaranteed.
Indicators depend on business objectives and the measurement setup. One metric cannot describe the whole business outcome.
No. Answers vary by model, query, date and user context. Visibility cannot be guaranteed.
Google AI features do not require special schema or a new AI file. Technical SEO and helpful content remain the foundation; other systems are assessed separately.
Use a consistent question sample, tool and date records, source links and referral data where available. One answer does not represent an entire market.
Which customer questions should mention your brand, and which expertise needs to be visible?
We review your goals and starting position, then agree scope, timing and fees in writing.
Complete the short form. Your request is saved directly for our team to review.
Prepare a short brief