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Semantic Product Relationships

Product relationships are created only where existing product-page content explicitly shares a use, surface or category term.

Relationship signals

Safety rule

A shared term does not mean that products are technical substitutes, compatible systems, or manufacturer-approved alternatives. The relationship layer is for navigation only.

Product data

Existing product names, URLs and source values are preserved. No new product specifications are created.

AI-search ready knowledge layer

Evidence-first information

Use dedicated pages for products, brands, services, local information and technical guidance. Manufacturer-specific claims remain source-gated; customer reviews are treated as experience evidence rather than technical proof.