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The 2026 AI Commerce Visibility Checklist
2026-01-15 10 minAI Commerce Visibility Research
Before you start
Work top-down: technical foundations first, then structured data, then content.
Technical
- HTTPS everywhere
- robots.txt present and not blocking AI crawlers
- XML sitemap covering all products & collections
- Canonical URLs on every page
- Fast, mobile-first pages
Structured data
- Product schema on all product pages
- Offer schema with price & availability
- Organization schema for the brand
- BreadcrumbList for hierarchy
- FAQ schema where relevant
Product data
- Complete titles, descriptions and attributes
- Shipping & return information
- Genuine reviews and ratings
- Comparison and use-case content
Brand & entity
- Consistent brand information across the web
- Clear About and contact information
Measure
- Baseline AI Visibility Audit
- Re-audit after each change
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