SupremeEcomExample audit
Methodology

How Supreme Score works

Supreme Score is a proprietary optimization score derived from observable signals on a public storefront. It is a measure of how well a store is set up to be found, understood, trusted and bought from — not a prediction of business outcomes.

Scoring dimensions

SEO

16% weight

Indexability, metadata, internal linking, structured data hygiene.

GEO

15% weight

Entity clarity, machine-readable facts, citation readiness.

AEO

13% weight

Coverage and specificity of answers to real buyer questions.

CRO

14% weight

CTA prominence, price and shipping clarity, cart friction.

UX

12% weight

Navigation, mobile ergonomics, search quality, consistency.

Performance

12% weight

Core Web Vitals, asset weight, script budget.

Trust

12% weight

Reviews, policies, company facts, payment assurance.

Accessibility

6% weight

Alt coverage, contrast, focus order, labels.

What we use, and how confident we are

Observed signals

Facts read directly from the page: markup, headers, assets, timings, links, copy.

Rule-based analysis

Deterministic checks with fixed thresholds. These carry high confidence.

AI-assisted analysis

Language-level judgements such as answer coverage or title clarity. Reported with a confidence level.

Virtual scores

A re-evaluation of a proposed implementation against the same signal model. Labelled Virtual Optimization Score everywhere it appears.

What Supreme Score is not

It is not a ranking, a traffic forecast, a revenue projection or a measurement of how any specific AI product treats your brand. Where we simulate AI understanding, we simulate it against your published signals and say so. Analysis of northstaroutdoors.example in this product is a representative sample dataset.