GeoOne rigorous pipeline. Eight modules.
Every GeoAIVO audit runs the same transparent process — from modelling who your buyers are, to querying real AI engines, to a weighted score and an action plan.
How the score is built.
Four dimensions combine into a single 0–100 AIVO Score. Share of Model visibility — the thing you actually buy us for — carries the dominant weight; supporting signals are weighted by how much independent information they add.
Inside the 8 modules.
USER_PROFILE — persona & question mining
We model who your buyers are and mine the real high-intent questions they ask AI. Those questions become the test set everything else runs on.
INFRA_EVAL — infrastructure evaluation
We assess the digital footprint China's engines trust — your official site, owned media and authority citations.
COMPETITOR — competitive set & comparison
We identify the brands the engines actually recommend in your category — the benchmark your Share of Model is measured against.
AI_SEARCH — real visibility testing Core
The heart of the platform: we put real buyer questions to the Big Six and record every answer — whether you're mentioned, how, and in what position. Actual answers, not estimates.
GEO_EFFECT — aggregation & comparison
Every mention is aggregated into your Share of Model — overall and engine by engine.
SENTIMENT — narrative health
When engines mention you, how do they frame you — leader, reliable choice, or budget option?
AIVO_SCORE — weighted scoring
Four dimensions combine into a single, comparable AIVO Score out of 100.
SUGGESTION — priority actions & roadmap
Scores and gaps become a prioritized, impact-ranked action plan and roadmap.
Run the full pipeline on your brand.
See all 8 modules in action in the live demo dashboard.