LLM SEO · SEvO & GAIO

Stop optimizing only for clicks. Start optimizing for citations.

Architect your brand as a primary knowledge source across ChatGPT, Gemini, Perplexity, and the wider discovery grid — without abandoning search.

Search Everywhere Optimization

Omnipresent visibility across the digital ecosystem

Not Google alone. Your brand becomes a coherent reference wherever people — and machines — look.

  • Social & video discovery
  • Accurate brand representation in AI chat
  • Voice answer readiness
  • Cross-platform entity consistency

Generative AI Optimization

Structure content so models cite you

Structure content, data, and APIs so models cite you as a definitive authority.

  • Answer Assets
  • Authority signals (E-E-A-T in infrastructure)
  • Citation tracking
  • Knowledge graphs / entity clarity

PROCESS

From audit to authority

01
AuditAI visibility & citation patterns
02
StrategySEvO + GAIO design for your category
03
ImplementationContent architecture, schema, and authority
04
MonitoringCitations, sentiment, and visibility

PROTOCOLS

Every asset clears the same bar

ProtocolOne line
A.C.C.U.R.A.T.E.Quality bar every asset must clear.
I.D.E.A.S.How Answer Assets get built.
A.C.I.D.Authority sprint cycle.
P.A.C.E.D.Enterprise / regulated governance.

The three shifts

Keywords → Entities

Stuffing harms; relationships win.

Traffic → Attribution

Citation can win without the click.

Optimization → Answerability

Be the complete answer models choose.

In the age of AI, visibility without authority is just noise. We don’t optimize for algorithms alone — we optimize for becoming the definitive answer.

— James Huang, Lead Architect, Mercury

Questions about LLM-SEO

GEO vs SEO?

SEO ranks pages. GEO/GAIO optimizes for AI citation and recommendation. Metrics and tactics differ.

Can we measure it?

Citation rate, branded mention quality, and AI-referred revenue correlation.

B2B?

Especially strong — buyers research vendors inside assistants before contact.

Timeline?

Early movement often in weeks; authority compounds over months.

New content required?

Often restructure what exists first — entities, structure, answer format.

Ready to become the answer?

Initialize an LLM audit and map your path to AI citation.