Entitify

Entity-dense pages at scale

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What It Does

Entitify is an AI content pipeline that generates entity-dense local service pages — content built around semantic relationships rather than keyword repetition. For each city-and-service combination, it produces locally enriched pages and then validates that output against Google's Natural Language API to confirm the entities it's targeting actually register.

The premise is that generic AI copy doesn't help a business get understood by search engines. Pages have to be dense with the right entities and relationships, and that density has to be measurable — not assumed. Entitify treats entity salience as a validation step, not a hope.

How It's Built

Semantic Triples

Content is generated around subject–predicate–object relationships, so pages express what a business is and does in a form search engines can parse, not just prose stuffed with terms.

NLP Validation

Generated pages are run through Google's Natural Language API as a quality-assurance gate, confirming entity salience before content is considered done.

City-and-Service Coverage

The pipeline produces locally enriched pages across a large US and Canadian dataset, so coverage scales without each page collapsing into a template.

Production Infrastructure

Built as a multi-stage pipeline on a containerized stack, designed for grounded, source-traceable output rather than one-shot generation.

Where It Fits

Entitify is the content layer of an entity-first methodology that spans several platforms. It supplies the entity-dense pages that make a local business legible to search engines — the same approach Citation Vault applies to citations and GotLocal.ai applies to whole-site generation.

Entity Building NLP Validation Local Pages AI Pipelines

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I'm available for partnerships, podcast appearances, and consulting on entity-first SEO systems.