Deterministic
Scores come from published weighted formulas, not from a language model. The same inputs always produce the same score.
Methodology · gi-1.0.0
A transparent framework that converts what you know about your business into a weighted score, an evidence trail and a ranked set of decisions. No black box, no invented data.
Principle
Every dimension carries a score from 0 to 100, a confidence level and the evidence used to produce it. Where an input is missing, confidence falls rather than the score being fabricated — an honest 'unknown' is more useful than a confident guess.
Scores come from published weighted formulas, not from a language model. The same inputs always produce the same score.
Each sub-factor names the input that produced it, so any score can be traced back to a decision you made.
Every audit is stored as a snapshot, so movement — not just level — drives the recommendations.
The eight dimensions
Coherence, personality and premium signalling of the brand.
Weight 10%
Clarity, differentiation and ICP specificity of the market position.
Weight 15%
Value architecture, pricing coherence and perceived value.
Weight 15%
Depth of ICP understanding: pains, outcomes and objections.
Weight 10%
Channel fit, traffic quality, lead generation and CAC efficiency.
Weight 15%
Funnel continuity, offer conversion and trust architecture.
Weight 15%
KPI completeness, tracking quality and decision cadence.
Weight 10%
Goal clarity, constraint awareness and capacity to execute.
Weight 10%
Prioritisation
Each recommendation is scored on four axes and combined into a single priority value, so the list you see is ordered by consequence rather than by enthusiasm.
Guardrails