GEO Decision System™
The Method

Nine layers, from viability to proof.

Generative Engine Optimization (GEO) is the practice of improving how often and how accurately a brand is cited in the answers produced by AI engines such as ChatGPT, Perplexity, and Google AI Overviews. The GEO Decision System™ operationalizes GEO through nine layers.

Traditional SEO optimizes for a ranked link on a results page. GEO optimizes for something different: being named inside a single synthesized answer. That outcome depends far less on backlinks and far more on entity clarity, structured data, and third-party corroboration — which is why a keyword playbook doesn't transfer, and why the GEO Decision System™ is built as a diagnostic sequence rather than a checklist.

The layers run in order for a reason. You don't build authority for a topic that can't earn citations (that's L0), and you don't monitor performance you haven't yet routed to the right engines (that's L6 before L8). Each layer answers a specific question, and the order is the discipline.

▚ — The Nine Layers

L0 through L8.

L0
Topic Viability AuditDetermines whether a topic can realistically earn AI citations before any work begins — scored on demand, intent, competition, citation potential, and sustainability. This pre-entry stage opens by defining the buyer persona the topic must serve.
L1–L4
Intent FunnelMaps content to the four stages of AI-search intent: Discovery, Consideration, Decision, and Conversion.
L5
Re-engagementRecovers and re-surfaces entities the engines have seen but stopped citing.
L6
AI Engine RoutingTailors structure and signals to the distinct retrieval behavior of each of the six engines — because authority is per-engine, not global.
L7
Authority AmplificationBuilds the third-party corroboration that makes an entity citable, including L7S Social Citation.
L8
GEO Performance MonitoringTracks citation footprint across engines over time as measurable output.
Why "decision system"
The layers don't just describe what to do — they decide, in sequence, what is worth doing at all. Most GEO advice is a pile of tactics. This is the order you apply them in, and the diagnosis that tells you which ones your brand actually needs.

The system currently runs on six engines — ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and Microsoft Copilot — each with its own retrieval quirks, which is exactly why L6 exists. What earns a citation on Copilot is not what earns one on Gemini, and pretending otherwise is how strategies quietly fail.

See the method run on my own entity →

Curious which layers your brand is failing?

A Snapshot scores you against all nine — and names the first gap to fix.

Start with a Snapshot →