Proprietary Framework
The JudeLuxe
Commercial Risk Index.
Performance metrics tell you what happened. They rarely tell you what could go wrong.
This framework assesses commercial risk inside Google Ads accounts: the exposures that performance dashboards hide, the dependencies that create fragility, the decisions that compound quietly until they surface as crises.
The Problem
Why performance metrics hide risk
A 450% ROAS looks healthy. Until you realise it depends on three products, runs through automation you cannot explain, and would collapse if you reduced budget by 20%.
Google Ads dashboards show performance. They do not show fragility, concentration, or misalignment between platform optimisation and business economics.
The Commercial Risk Index examines what standard reporting ignores: the structural factors that determine whether performance is sustainable or precarious.
Common pattern
Account reports 400% ROAS. Agency says everything is optimised. Finance asks why margins are declining.
Investigation reveals: algorithm prioritised high-volume, low-margin products. Brand spend increased without anyone noticing. Discount-period conversions masked full-price weakness.
The performance metric was accurate. It just measured the wrong thing.
Framework Dimensions
We assess risk across eight dimensions
Each dimension represents a category of exposure that performance metrics alone cannot surface.
Spend Concentration
How dependent is your account on a small number of SKUs or categories? When 60% of revenue comes from 5% of products, a single stock-out or competitor move can collapse performance overnight.
We often see accounts where one product category drives the majority of conversions. The algorithm loves this pattern. Your business survival depends on it not breaking.
Margin Variability
Are your high-converting products also your high-margin products? Frequently, the opposite is true. Algorithms chase conversion volume, not contribution margin.
A 400% ROAS on a 15% margin product is less valuable than a 200% ROAS on a 60% margin product. Most accounts optimise for the former.
Automation Consolidation
How much decision-making has been handed to Performance Max or Smart Bidding without constraint? Automation without guardrails optimises for platform metrics, not business outcomes.
Performance Max will happily cannibalise your brand traffic to hit ROAS targets. The numbers look good. The incrementality is zero.
Cash Flow Pressure
Is your bidding strategy aligned with cash conversion cycles? Aggressive ROAS targets often conflict with inventory timing and payment terms.
Optimising for next-day delivery products when your supplier terms are 60 days creates invisible cash strain. The algorithm cannot see your balance sheet.
Inventory Sensitivity
How exposed is performance to stock levels and fulfilment capacity? Accounts optimised without inventory signals waste spend on products that cannot ship.
When bestsellers go out of stock, the algorithm reallocates to whatever converts next. Usually lower-margin, slower-moving inventory.
Discount Dependency
How much of your conversion volume relies on promotional pricing? Discount-trained algorithms struggle to convert at full price.
If 70% of conversions happen during sales periods, your baseline performance is weaker than reports suggest. You have trained customers and algorithms to wait.
Spend Reversibility
Can you reduce spend by 30% without proportional revenue collapse? Healthy accounts have flexibility. Fragile accounts are locked into minimum spend thresholds.
If cutting budget causes disproportionate performance drops, the account has structural dependencies that limit commercial control.
Signal Quality
Are conversion signals feeding the algorithm actually tied to business value? Many accounts optimise for vanity metrics or incorrectly weighted conversions.
Optimising for add-to-cart when your real goal is profit per order trains the algorithm on the wrong objective. Garbage in, garbage out.
Assessment Output
Risk categories, not scores
We deliberately avoid numeric scores. Commercial risk requires judgment, not false precision. Instead, we categorise accounts and explain what the category means for decision-making.
Low Risk
Spend is diversified. Margins are visible to bidding. Automation has constraints. The business can flex budget without performance collapse. Decisions are documented and reversible.
Moderate Risk
Some concentration exists. Margin data is incomplete or inconsistent. Automation runs with limited oversight. Performance is stable but not fully understood.
High Risk
Heavy dependency on few products or campaigns. No margin visibility in bidding. Automation has full control. Spend cannot be reduced without severe impact. Nobody can explain why performance moves.
Why This Matters
How risk visibility changes decisions
When you see that 65% of conversions depend on one product category, you make different inventory decisions.
When you understand that your automation is optimising for metrics disconnected from margin, you set different constraints.
When you recognise that reducing spend by 20% would cause a 40% revenue drop, you plan contingencies differently.
Risk visibility does not guarantee better outcomes. It guarantees better decisions: ones made with awareness of exposure rather than assumption of stability.
This framework is for
- Founders who sense something is wrong but cannot pinpoint it
- Finance leaders asking why ROAS improvement has not improved profit
- Marketing directors inheriting accounts they did not build
- Boards preparing for due diligence who need to understand exposure
What this is not
- ×A free audit with recommendations
- ×An automated score pretending to be precise
- ×A lead magnet requiring email for vague insights
- ×A checklist anyone could replicate
This is a thinking framework, applied by people with commercial judgment and platform depth. The value is in the interpretation, not the template.
Discuss your risk profile
A 30-minute conversation to understand your account structure, surface potential exposures, and determine whether a deeper review makes sense.
No pitch. No obligation. Senior judgment from the start.