Working note · October 2026 · Work
Cited by Design, Grounding Pages and Verifiable Brand Facts
A grounding page is not a promise of citations. It is a factual layer designed to make important claims clearer, easier to check and harder to confuse.
Build the factual layer first
Companies often describe themselves across several places at once: their own website, retailer pages, social profiles, older press material and partner listings. A reader may see only one of these. A system may combine several. The difficult part begins when those versions do not agree.
A useful grounding page does not need to be grand. It can start with clear entities, current names, defined relationships, product or service scope, location, ownership and dates where they matter. Its job is to make a claim inspectable, not to make it sound larger.
Contradictions are a research task
If the website says one thing, a retailer says another and an older source says something else, the contradiction is not an inconvenience to hide. It is evidence that the factual system needs work. Which statement is current? Which source has authority? What should a person or a machine reasonably conclude when the evidence diverges?
The practical test is not whether a page earns a citation. No page can promise that. The test is whether selected factual questions can be answered more consistently and traced back to material that actually supports them. That is a small but useful standard for brand facts in an environment where answers are increasingly assembled from many sources.