Entity Consistency: The Hidden Layer of Web3 AI Visibility
01

One brand can contain several entities

AI systems need to distinguish a legal company, a protocol, a product, a token, and a community. If those entities are mixed together, the safest answer for an assistant is often a vague or incorrect one.

02

Build a fact spine before adding more content

Create one maintained source of truth for the project name, category, supported chains, custody model, product status, official links, and key integrations. Reuse those facts across the homepage, docs, GitHub profile, and partner pages.

03

Measure consistency, not just volume

Adding more articles will not fix a contradictory source map. A smaller set of consistent, independently verifiable facts is often more useful than a large collection of pages that describe the project differently.

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