AI Knowledge Infrastructure: core definitions

What is Entivela?

Entivela is a public product brand whose full product name is Entivela AI Knowledge Infrastructure. It covers enterprise public-knowledge structuring, source validation, version governance, public publishing, read-only retrieval, and outcome observation.

What is AI Knowledge Infrastructure?

It is not a single chatbot. It is a maintained knowledge layer that turns information from websites, catalogs, and documents into source-backed, versioned, publishable, retrievable facts while preserving unknowns.

How is this different from traditional SEO?

Entivela does not use hidden prompts or ranking guarantees to manipulate models. The focus is clear identity, facts, conditions, sources, versions, and unknown boundaries so search and AI systems can understand and cite content more accurately after discovery.

How is this different from ordinary RAG?

RAG usually addresses retrieval inside a connected system. Entivela also covers public pages, structured entities, formal knowledge versions, read-only retrieval interfaces, and external discovery observation. Successful connected retrieval does not mean the public web has discovered the content.

What can GPT and Claude read?

Public HTML, JSON-LD, stable entity profiles, formal knowledge pages, and public read-only interfaces are accessible. robots.txt explicitly allows OpenAI and Anthropic search, user-retrieval, and potential-training crawlers on public paths while admin and private paths remain blocked.

How do we verify whether an AI has learned it?

A publisher cannot prove that a specific fact entered model parameters. Observable evidence is crawler access, blind discovery, factual agreement with the published version, canonical citations, and later real referral traffic. Parameter-level incorporation remains directly unobservable.

Self-owned public pages

ready

Page availability does not mean external search or AI has stably indexed or cited it.

Formal knowledge publication

published_pointer

Version, publication receipt and fact counts come from the live evidence API.

Read-only retrieval

production_ready

Connected retrieval being available does not mean unconnected consumers will discover it naturally.

Public discovery observation

baseline_recorded

T0 is the baseline; T+7/T+14/T+28 continue to accumulate and are not an effect guarantee.

External enterprise customer cases

not_ready

CASE-SELF-001 is a self-owned production reference, not a third-party customer endorsement.

Attribution and settlement

code_ready_no_result_claim

Without real production events, visits, inquiries, conversions and revenue remain zero; CTR is unavailable without a platform-impression denominator.