Commercial decisions that already complete without this business appearing. A campaign increases how many of these happen, not how many are won.
Should we launch this campaign today?
This assessment evaluates the business, not the campaign. Creative, targeting and budget can all be correct while the business remains structurally unable to convert the attention it buys.
Seven readiness dimensions, weighted into one index.
Every score is computed from observed data rather than assigned. The weights are published and sum to one. Authority, at 11, is the primary constraint.
Is there enough evidence for AI to recommend this business?
- Independent authority sources
- 33 independent sources can verify this business. The category median is 14.
- Third-party validation
- WeakEvery claim traces back to the company’s own website. Systems treat self-description as a claim rather than as evidence.
- Industry references
- 0 of 3 publicationsThe three trade publications engines cite most for this category carry no coverage of the business at all.
- Authority gap
- 7× behindCindermark Industrial holds 21 sources against 3. Advertising does not close an evidence gap; publishing and validation do.
The campaign generates consideration the business cannot survive. Buyers who check will find nothing independent, and the check happens after the click is paid for.
Demonstration environment, seeded organisation Ironvale Supply. Illustrative data, not a customer result.
Where the campaign would reach buyers, and where it would not.
A campaign creates demand across the whole journey. It converts only at the stages where the business is actually present.
- Stage 1Research3%6 tracked questionsInvisible to every conventional measurement tool.
- Stage 2Concerns0%3 tracked questionsAbsentInvisible to every conventional measurement tool.
- Stage 3Solution Evaluation7%5 tracked questionsInvisible to every conventional measurement tool.
- Stage 4Supplier Evaluation7%7 tracked questionsDecides 60% of revenueVisible to SEO platforms.
- Stage 5Purchase Decision0%3 tracked questionsAbsentVisible to SEO platforms, Analytics, CRM.
What launching today would cost.
Risk here is not the chance the campaign underperforms. It is the mechanism by which spend converts into a competitor's advantage.
Uncovered. Return depends on buyers completing a journey the business is absent from at these stages.
The share of revenue arriving through supplier evaluation, the stage where presence is currently lowest and the campaign has least leverage.
A directional estimate per quarter, built on the customer’s own deal-value and conversion assumptions.
DirectionalDirectional estimate, not confirmed lost revenue.Required before launch.
Each carries a priority, an owner, a deadline, an effort estimate, its dependencies and the movement it should produce.
Open Action Center- 1ImmediatehighNo dependencies · can start immediately
Strengthen independent authority evidence and supplier-comparison coverage.
- 2ImmediatelowNo dependencies · can start immediately
Publish a canonical entity description and propagate identical category language to trade directories and structured data.
- 3ImmediatelowBlocked until priority 2 lands
Resolve the Gemini entity conflation with the same-named logistics firm.
- 4This quartermediumNo dependencies · can start immediately
Build supplier-comparison content against the six highest-volume missed decision questions.
- 5This quartermediumBlocked until priority 4 lands
Reallocate paid spend from keywords with a viable organic replacement path.
Delay the campaign. Fix authority first.
Launching remains available and is sometimes correct, a product deadline or a competitive move can outweigh a readiness score. This assessment states the cost of that choice.