AI SEO

Traditional SEO tries to win the click. AI SEO tries to win the reference.

We audit how AI answer engines describe you today, build the strategy that changes it, and do the editorial and earned-media work that gets you cited by name — without giving up a step of ground in traditional search.

See how the engagement works

People stopped getting links. They started getting answers.

More and more, a buyer does not receive ten blue links. They receive a paragraph — a recommendation, a head-to-head comparison, a “best option” list — and they act on it without ever clicking through to a search result.

That paragraph is assembled from sources. A handful of brands are in it. Most are not. AI SEO is the discipline of being in it.

It is not blue-link optimization wearing a new name. Rankings are a different game with different physics. What matters here is whether the answer engines pull from you at all — and whether they say your name when they do.

ChatGPT Google AI Overviews Google AI Mode Gemini Perplexity Claude Copilot

Traditional SEO tries to win the click.

AI SEO tries to win the reference.

When someone asks an assistant “who’s the best firm for this” or “what should we actually do about that,” you want to be one of the sources it draws from. Ideally, the one it names out loud.

And Your Existing SEO

This doesn’t replace your SEO. It finishes it.

The most common question we get, and a fair one: does chasing AI answers mean giving up on search? No. It means doing the same work properly, and collecting on it twice.

Organizations that ran search and AI visibility as one integrated strategy reported 81% success driving traffic and leads. The ones running them as separate workstreams reported 36%. Splitting them is the losing play, and it has been measured.

The work What it does for traditional search What it does for AI answers
Earned media and coverage Referring domains, domain authority, and the third-party trust signals rankings still run on Supplies roughly 84% of the sources AI answers are assembled from
Original data and research The most reliable way there is to earn links and press pickup The highest-leverage tactic in the only peer-reviewed research in the field
Answer-first structure Featured snippets, People Also Ask, and the boxes above the results Survives extraction — the passage still reads with no context around it
Entity clarity and profile linking Knowledge Panel, brand SERP, and disambiguation from everyone with a similar name Gives a model the confidence to name you rather than describe you vaguely
Crawlability and clean HTML Googlebot renders JavaScript, so a slow or messy site costs you position No AI crawler renders JavaScript at all — they read only what is served

One discipline. Two payoffs. Nobody has to choose — and choosing would be the expensive mistake, because you would be paying twice for work that overlaps by more than half.

The Engagement

An audit is where it starts. It is not where it ends.

Plenty of shops will sell you a dashboard and call it a strategy. An audit that tells you you are invisible, with no plan for fixing it, is a diagnosis with no treatment. Four movements, in order.

  1. i.

    The Audit

    A baseline of how the answer engines describe you right now — and what they are building that description out of.

    • 30–50 real buyer questions, phrased the way people actually ask them
    • Run across ChatGPT, Claude, Gemini, Perplexity and Google AI Mode
    • Who gets named, who gets cited, and where you do not appear at all
    • The sources those answers are assembled from — and which ones you are absent from
    • Technical read: whether AI crawlers can read your site at all
    • Entity check: does the model know who you are, and who it thinks you are
    • A ranked list of gaps, ordered by what is worth closing first
  2. ii.

    The Strategy

    You do not win AI search. You win one question, then another. This is where we decide which ones.

    • The questions you can realistically own, chosen against the field
    • One consistent category story, so every source describes you the same way
    • A map of where models actually look in your category — not where trophies live
    • The original data asset worth building this year
    • A 90-day sequence with the order of operations settled up front
  3. iii.

    The Work

    The part most audits hand back to you. We do it. This is a storytelling firm, and the thing that moves the needle is storytelling.

    • Answer-first editorial, written to survive being lifted out of context
    • Original research and data — the highest-leverage asset in the field
    • Earned placement in the outlets, communities and reference sources that get cited
    • Executive voice and on-the-record presence, so a human is quotable too
    • Technical remediation: crawlability, structure, entity linking
  4. iv.

    The Measurement

    The same prompts, re-run on a fixed cadence. Counting the thing that actually matters.

    • Named-in-answer share — not citation count
    • Share of voice against the competitors you actually lose to
    • Which sources are now doing the work, and which went quiet
    • AI-referred traffic and what it does after it arrives
    • A running before-and-after, so the change is checkable

Why This Works

The inputs are not what people assume.

84% Share of AI citations that come from earned media
0.3% Share that comes from paid or advertorial content
38% Drop in clicks caused by Google's AI Overviews
61.7% Citations that never name the brand in the visible answer

Sources: Muck Rack analysis of 25M+ links cited by ChatGPT, Claude and Gemini across 17 industries (May 2026)  ·  pre-registered randomized field experiment, 1,065 US users (Jan–Feb 2026)  ·  Semrush ghost-citations study, 3,981 domain appearances across four AI engines.

That last number is the one nobody sells against. Most tools count links. Almost none count whether a human read your name. We measure the mention.

Fit

Who this is for, and who it isn't.

This works when

  • Your buyers ask questions before they shop, and someone else is currently the answer
  • You have real expertise that has never been written down in a citable form
  • You can sit still for two quarters and let compounding do its job
  • Somebody senior is willing to go on the record
  • You would rather own one question completely than rank for forty

This does not work when

  • You need pipeline this month — that is a paid-media problem, not this one
  • There is nothing true and specific to say yet
  • You want a guaranteed citation; these systems are non-deterministic and nobody can promise one
  • The plan is to buy your way in. Paid is 0.3% of citations
  • Nobody will approve anything an outsider might quote

Straight Answers

The questions we actually get asked.

Start with the audit. Find out what the machines already say about you.

Most companies have never looked. The answer is usually more surprising than the fix.

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