AI

Our Citation Process

AI overviewgenerated · sourced · expert-edited

how does the citation process work?

We audit your current AI visibility, rebuild your content architecture, add structured data, strengthen entity signals, and shape authority so AI systems can trust and cite you.
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  1. 01

    Audit current AI visibility

    We benchmark citation rate across ChatGPT, Perplexity, Google AI, Gemini, and Claude for the queries that matter in your market.

  2. 02

    Map query intent & citation gaps

    We model the question space your buyers actually prompt, and find where you're absent, weak, or misrepresented.

  3. 03

    Rewrite core pages for direct answers

    We rebuild your most important pages around clear, citable passages — without sacrificing brand voice.

  4. 04

    Implement schema & technical structure

    JSON-LD that matches visible content. llms.txt. Clean crawl access for AI bots. Render-stable HTML.

  5. 05

    Strengthen entity & authority signals

    We engineer the consensus AI systems use to decide trust: source-tier mentions, expert positioning, citable assets.

  6. 06

    Measure visibility & iterate

    Weekly tracking, monthly reviews, quarterly strategy. Citation share is a campaign, not a project.

"Citation share is built like a campaign — measured weekly, iterated monthly, defended quarterly."

Founder · expert commentary
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