LLM Citation Optimization

Your Next Customer Might Ask an AI for Help — Will It Recommend You?

When buyers ask ChatGPT, Perplexity or Gemini for recommendations in your space, you are either in the answer or invisible.

If your business isn't structured so AI can understand and cite it, you're not in the conversation.

The Shift

Google Isn't the Only Place Your Buyers Look Anymore

More of your customers now open ChatGPT or Perplexity and ask, instead of scrolling search results. The AI answers from sources it can understand, verify and attribute.

A wall of marketing copy with no clear claims gives it nothing to grab onto. You can have the best product in your category and still be invisible.

The businesses that show up now compound that advantage for years.

The Service

We Make Your Business Readable, Referenceable and Citable by AI

This isn't an SEO add-on. We audit how AI systems see you today, find the gaps, then restructure your content so answer engines can confidently reference you.

The result ranks on Google and gets cited by AI.

What Gets Built

AI Search Visibility Audit

Whether ChatGPT, Perplexity and Gemini mention you, describe you accurately, and cite you.

Citation-Ready Content Review

Are your claims clear, sourced and extractable? Most aren't.

Source Clarity & Structured Content

Key pages restructured so information is clearly attributable.

Topical Authority Mapping

The topics you should own in AI answers, and the plan to own them.

FAQ & Answer-Block Optimization

Content that answers what buyers ask AI, in the patterns LLMs favour.

Schema & Structure Recommendations

JSON-LD, heading hierarchy and structure that AI crawlers read correctly.

LLM-Friendly Page Formatting

Machine-readable pages that still read well for humans.

Brand Mention & Citation Readiness

How your brand appears across the sources LLMs draw from.

How It Works in Practice

How We Make Your Business AI-Citable

  1. We audit your current AI visibility. We ask the major LLMs what your buyers ask, and report where you stand.

  2. We identify your citation gaps. Marketing-heavy copy, vague claims and poor structure create blind spots.

  3. We restructure for dual readability. Key pages rewritten for humans and machines. They still look the same.

  4. We build your topical authority map. The topics you should own, and how to get there.

  5. We implement and verify. Changes go in, then we re-audit to confirm AI is picking them up.

The Visibility Gap Is Already Open

Businesses not optimized for LLM citation:

  • Invisible when buyers ask AI
  • Content structured for Google circa 2019
  • Brand described vaguely, or wrongly
  • Absent from the sources LLMs draw on
  • Losing discovery every day

Businesses optimized for LLM citation:

  • Appearing in AI answers
  • Content LLMs can extract and cite
  • Brand described accurately
  • Citation authority compounding
  • Capturing the channel early
See for Yourself

Try This Right Now

Open ChatGPT or Perplexity and ask what your ideal customer would ask — "best tools for [your category]" or "who does [your service] for [your audience]?"

Look at the answer and the citations. Are you there?

If not, that's the gap we close.

The Businesses That Get Cited Now Will Be Cited for Years

Appear early as a credible source and the position strengthens over time — while most competitors aren't thinking about it yet.

Start with a strategy call. We'll audit your AI visibility and show you where you stand.

LLM Citation FAQ

Common Questions About This Service