Buyer questions in context
AI search visibility by industry
AI search visibility by industry connects the questions buyers ask with the sources and brand information behind AI answers. AEO Pal, the AEO & GEO platform, helps teams across products, services, travel, education, and local operations inspect captured evidence and choose website tasks that fit their audience, product, and location.
Find your audience
Which questions matter to your business?
Agencies
Connect client-brand questions to daily captured answers, white-label Client Reports, crawler investigations, and proposed website work. Agency and Enterprise include reporting and additional analysis.
SaaS
Separate software discovery, comparison, and product-use questions. Investigate competitor citations in help answers and connect documentation work to referral outcomes such as trials and demo requests.
Ecommerce
Investigate product-discovery prompts, cited reviews, specifications, and buying guides. Publish approved website updates through native connectors; product-level AI Shopping Visibility is available on Enterprise.
Multi-brand
Keep portfolio brands, buyer questions, locations, and website tasks distinct. Agency supports five brands; Enterprise supports unlimited brands and multiple locations for a brand.
Consumer & Retail
Frame questions around product needs, attributes, and comparisons across beauty, pet, retail, and luxury. Distinguish core brand-answer tracking from Enterprise AI Shopping Visibility.
Travel
Investigate destination and service questions for hotels and tour operators. Keep a selected city or other location explicit when reviewing what an answer says about a travel brand.
Education
Frame program and learning-platform comparison questions for higher education and EdTech. Review relevant first-party facts, direct answers, source context, and trust metadata before choosing content work.
Multi-location
Investigate how location changes the buyer question for fitness and auto services. Multiple countries, states, cities, and ZIP codes for a brand require Enterprise Local Tracking.
Context before conclusions
Why does AI visibility differ by industry?
- 01
Start with intent
Separate discovery, comparison, and product-use prompts. Add the buyer persona where relevant, then inspect the actual answer before choosing a task. - 02
Follow the source
Use Source Map and captured citations to inspect credited pages. Source types are investigation points, not a universal ranking of what every engine trusts. - 03
Fix your own information
Connect the finding to a page your team controls. Review a proposed change or authorize auto-publishing, without promising control over third-party AI answers.
Choose the audience workflow that matches the question you need to investigate. An agency may be preparing a client deliverable, while a SaaS team is reviewing product instructions and a store is checking specification coverage. A portfolio team also needs to identify the responsible brand and website. The shared tracking method stays consistent, but the prompt, source interpretation, content owner, and proposed website task should reflect that specific business context.
One core workflow
How do industry needs affect plan fit?
Live Capture, source analysis, audits, Content Studio, and Fix Queue are included on every plan. Every plan supports one country, state, or city per brand; Agency and Enterprise add Client Reports. Enterprise adds all eight engines, multiple locations, and AI Shopping Visibility. Compare the AEO Pal features and plan allowances before choosing a scope.
Start with the questions your buyers ask.
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