MarketingData ManagementMedium complexity
Product Visibility in AI Assistants
Shoppers increasingly ask AI assistants what to buy, and assistants recommend the products whose data they can read and trust.
How we approach it
Audit how the catalogue appears in assistant answers for key categories. Fix the product data first: complete attributes, structured data on every product page, consistent identifiers and live availability. Prepare feeds and checkout for AI agents that buy on a customer's behalf, with clear limits on what an agent may do.
Business value
Products that show up when customers ask an assistant
Technology stack
- PIM
- schema.org structured data
- product feeds
- agent checkout integration
- answer monitoring
Related service
Strategic AI RoadmapRelated use cases
- Retail & E-commerce · MarketingDynamic Pricing OptimisationSet prices from demand, competition and stock levels without crossing consumer law.
- Retail & E-commerce · MarketingPersonalised Campaign OrchestrationRun personalised campaigns across e-mail, app and web without hand-building every variant.
- Retail & E-commerce · MarketingProduct Content GenerationWrite product descriptions at catalogue scale without inventing features or making claims the product cannot back.