The Platform

The Citation Engine.

An engine that reads your data, talks to the AI search engines, structures your verified facts — and proves the citations you earn.

Powered by AI. · Grounded in your facts. · Measured by citations.
The loop

A closed loop, borrowed from algorithmic trading.

Ingest the signals, act, measure, repeat. Nothing in the loop is a guess — every output is a verified fact, and every result is measured before the next pass.

01 · INGEST

Reads your sources

Site, facts, and search data.

02 · INTERVIEW

Talks to the AI engines

Learns what they say about you today.

03 · STRUCTURE

Builds the answer

Verified facts, schema & llms.txt.

04 · MEASURE

Proves the result

Citation share, by engine, over time.

The part that's different

It talks to the AIs — in both senses.

It interviews the engines

The engine queries ChatGPT, Perplexity, and AI Overviews the way a customer would — then records whether they cited you, mentioned a competitor, or made something up. That's your baseline, and the scoreboard you improve against.

It authors with AI — grounded in your facts

A two-pass writer drafts and then enhances content for retrieval, but only ever from facts you've verified. AI does the structuring and the labor; you supply the truth. That's the line we never cross.

image · engine render (optional)
Inside the engine

Everything it ships, on every page.

Operator-Provided Identity

Every claim traces to a fact you authored. Reproduced, never invented.

Answer-first generation

Two passes: draft, then enhance for retrieval and schema.

Schema injection

FAQPage, HowTo, LocalBusiness, Product — auto-detected at publish.

llms.txt + crawler rules

Hands AI crawlers your facts cleanly, the first time.

IndexNow + freshness

Pings engines on every change so updates land fast.

Citation tracking

Per-engine citation share, trended, with mention-vs-citation detail.

The honest part

What an engine can — and can't — promise.

No tool can guarantee a spot in an AI answer; the engines pick their own sources and change weekly. What the Citation Engine guarantees is the inputs: clean, verified, well-structured facts, shipped fast and measured honestly. We move the odds, repeatedly, and we show our work.

Point the engine at your business.

Start with a free audit. We'll interview the engines on your behalf and show you the baseline.