Getting cited in ChatGPT, deliberately

A growing share of research never reaches a results page. We work on whether the answer above it mentions you.

ChatGPT logo

Platform expertise

Being findable and citable inside the assistant people now ask first.

01Partnership

Why assistant visibility is now its own discipline

People increasingly ask an assistant instead of running three searches. The assistant answers, cites a handful of sources, and the rest of the web goes unread. That is a distribution change, not a fad.

Being cited depends on things classic search optimization touched only loosely: clear factual structure, consistent entity information across the web, retrievable content, and third party corroboration.

We treat it as measurable work. We track how assistants answer the questions your buyers ask, whether you appear, and what changed after we published.

Assistants cite sources that are easy to verify. Ambiguity is the thing that gets you left out.

02 / Scope

What we do for ChatGPT visibility

  1. 01

    Answer surface auditing

    Testing the real questions your buyers ask and recording who gets cited today.

  2. 02

    Retrievable content

    Pages structured so a model can extract a clean, attributable answer instead of guessing.

  3. 03

    Entity consistency

    Name, claims, credentials, and descriptions aligned across the properties assistants draw from.

  4. 04

    Corroboration

    Earned mentions and references that give a model reasons to trust the claim.

05Selected engagements
OctoClean logo

OctoClean needed to grow its franchise network, but its website was not reaching or educating prospective business owners. Candidates had to understand the opportunity, the support behind it, and what set the model apart from other commercial cleaning franchises.

Franchises | Web

2,247%

Increase in website traffic during the engagement

Franchises

Web

Read full story
Close-up of an OctoClean interim carpet cleaning machine treating green office carpet

OctoClean

01 / 03

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