LinqCheck Resources
Practical resources for preparing product pages for AI search engines and shopping agents. Checklists, templates and guides are published here.
Available
Product Page AI Readiness Checklist
A field-by-field list of what a product page needs to be understandable, comparable and trustworthy.
Coming soon
Product Content Prompt Library
Reusable prompt templates for product titles, descriptions, specifications and FAQs.
Coming soon
Channel Content Templates
Content templates matched to the field requirements of your own store and marketplaces.
Coming soon
Agentic Commerce Glossary
Short definitions of shopping agent, AI search and product data terminology.
AI commerce readiness guides
Evergreen guides on preparing product data for AI search and shopping assistants.
- AI commerce readinessWhat makes a product page usable by AI search and shopping agents.
- AI product page auditA step-by-step checklist for auditing one product page.
- Product TruthOne reliable version of a product's facts, with provenance.
- Product data for AI shoppingThe attributes assistants need before they recommend a product.
- Product data conflictsConflict types and a merchant-approved resolution workflow.
- Shopify AI shopping readinessWhere product facts live in Shopify and which gaps are typical.
- Generative Engine OptimizationThe complete GEO guide: definitions, examples and a step-by-step workflow.
- SEO vs AI shopping readinessWhat changes when machines read instead of rank.
- MethodologyHow LinqCheck classifies findings and what it refuses to guess.
Guides and blog
Articles on AI-assisted search, product content and ecommerce visibility.
Go to the blogMeasure the AI readiness of your product page.
Start with a single product page. No setup required.