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Commercial Transformation Index methodology

How CTI reaches a conclusion.

The Commercial Transformation Index methodology turns commercial signals and evidence into a structured view of capability, relationships and maturity across ten connected domains. It applies a consistent evaluation structure to every organisation it assesses, while preserving the source, depth and limitations of the evidence behind each finding.

The purpose is not to produce a number without context. It is to show what a commercial system can demonstrate, where its constraints sit, and how much confidence a decision-maker should place in the result.

Signals: CTI gathers commercial signals across ten domains, including what an organisation makes publicly observable, what people operating its systems report, what its records establish and the external context surrounding it. Individual signals are not scored in isolation; their value comes from the pattern they form together.

Evidence: Each signal is classified by how it is known. That classification stays attached to the analysis so a reader can distinguish externally observed evidence, self-reported input, validated evidence and source-specific context.

Structure: Evidence is assessed against a consistent evaluation structure so organisations can be examined on comparable terms. Multiple signals can inform a single criterion; the detailed criterion wording and scoring mechanics remain proprietary.

System: CTI assesses how commercial domains depend on and influence one another. Relationship analysis helps identify where a visible weakness originates and which other parts of the commercial system depend on it.

Finding: The result is a commercial finding: what the evidence demonstrates, where material constraints sit, what should be addressed first and where further evidence is required.

Commercial domains
10
Assessed individually and in relationship
Signals
5,000+
Observed, derived, contextual and relational, across the ten domains
Maximum audit points
250
The validated Full CTI Audit scale
Commercial maturity bands
6
Critical through Optimised

Principles

What principles govern the CTI methodology?

Four principles govern the CTI methodology. Commercial systems are assessed in relationship, findings are supported by evidence appropriate to the claim, the depth and source of that evidence remain visible, and methodology changes are versioned so results stay interpretable over time.

The system, not the function

CTI assesses each commercial domain on its own terms and in relationship to the systems around it. This matters because a weakness carried between two domains can remain invisible when either function is reviewed alone.

Evidence before assertion

A CTI finding is supported by evidence appropriate to what it says. Observed, self-reported and validated evidence provide different levels and types of support, and the evidence basis remains visible in the result.

Confidence stays visible

The source and depth of evidence remain attached to a CTI finding. Where evidence is limited, confidence is correspondingly lower, allowing a decision-maker to distinguish a strong conclusion from one that requires further validation.

The method is versioned

Material methodology changes are recorded against a version so historical results remain understandable. Versioning allows organisations, researchers and decision-makers to interpret findings in the context of the method that produced them.

Translucent layers of structured records stacked above one another, connected by pathways into a single processing core.

The point of the method

A score without a reason is just decoration.

A CTI Score is useful only when the evidence and commercial conditions behind it remain understandable. CTI therefore keeps the evidence context and system relationships attached to the result, so a decision-maker can see what the number represents and what should be investigated next.

The assessment architecture

What are the stages of the CTI methodology?

The CTI methodology runs through seven stages: signals, evidence, criteria, domains, relationships, maturity and findings. Each stage narrows what is known and records how it was narrowed, so what travels forward is never just the reading but the class of evidence behind it.

Signals

CTI gathers commercial signals across ten domains, including what an organisation makes publicly observable, what people operating its systems report, what its records establish and the external context surrounding it.

Individual signals are not scored in isolation; their value comes from the pattern they form together.

Evidence

Each signal is classified by how it is known. That classification stays attached to the analysis so a reader can distinguish externally observed evidence, self-reported input, validated evidence and source-specific context.

Criteria

Evidence is assessed against a consistent evaluation structure so organisations can be examined on comparable terms.

Multiple signals can inform a single criterion; the detailed criterion wording and scoring mechanics remain proprietary.

Domains

Criterion-level evidence resolves into an assessment of capability across the ten commercial domains.

This shows where individual systems are strong or constrained before their relationships are considered.

Relationships

CTI assesses how commercial domains depend on and influence one another.

Relationship analysis helps identify where a visible weakness originates and which other parts of the commercial system depend on it.

Maturity

Whole-system capability is expressed through one of 6 Commercial Maturity Bands.

A band describes the operating state of the commercial system: how deliberately it is designed, how reliably it works and how strongly its capability can be evidenced.

Findings

The result is a commercial finding: what the evidence demonstrates, where material constraints sit, what should be addressed first and where further evidence is required.

Two different objects

How do criteria and signals play different roles in CTI?

Signals provide evidence about an organisation. Criteria provide the consistent evaluation structure used to interpret that evidence. Many signals can inform one criterion, which allows CTI to compare commercial capability without treating every observed input as if it carries the same meaning.

5,000+

Signals

A signal is a piece of commercial evidence or context about an organisation. CTI analysis can draw on more than 5,000 potential signals across the ten domains, with the available depth varying by domain and assessment route.

Across the ten commercial domains

Structured criteria

A criterion is a structured evaluation question the Full CTI Audit asks of every organisation it assesses, which is what makes two assessments comparable. Criteria are applied consistently across the ten commercial domains, and each one can be informed by multiple signals. Their wording, weighting and how each one resolves remain proprietary.

The Full CTI Audit evaluation structure

250

Maximum audit points

The 250-point scale is the validated scoring range of the Full CTI Audit. It is the outcome of structured assessment across the methodology, not a count of signals examined along the way.

Validated evidence only

A luminous ribbon of flow moving across a sequence of raised platforms, narrowing and widening as it passes each handoff.

Evidence classes

What evidence does the Commercial Transformation Index use?

CTI uses four public evidence classes to show how a finding is supported: observed evidence, self-reported input, validated CTI evidence and source-specific context. The evidence class remains visible because conclusions based on different evidence depths should not be interpreted as equivalent.

Observed

Observed evidence is gathered directly from what an organisation makes externally visible, without its participation.

It tells a reader what the market and machines can currently establish about a business. It is available on every assessment route, and it is the only evidence the Free Website Audit uses.

Used on every assessment route

Self-reported

Self-reported evidence is described by the people who run a commercial system, and covers the systems that cannot be seen from outside at all.

It tells a reader what an organisation reports about how its systems operate. It is used in the Commercial Maturity Assessment and the Full CTI Audit, and findings resting on it are labelled so they are never read as verified.

Commercial Maturity Assessment and Full CTI Audit

Validated CTI evidence

Validated CTI evidence has been reviewed against supporting material during a Full CTI Audit.

It tells a reader that a finding can be examined by a third party, which is why it is the standard required for diligence and board-level decisions, and why only this route returns a validated CTI Score and Commercial Maturity Band.

Full CTI Audit only

Source-specific

Source-specific evidence comes from external market, economic and sector sources.

It tells a reader about the conditions an organisation operates in rather than about the organisation itself. It frames a reading, and the source travels with it so the basis of that framing stays visible.

Context for benchmarking and market analysis

The most complete application

What makes the Full CTI Audit the most comprehensive CTI assessment?

The Full CTI Audit is the most comprehensive CTI assessment because it evaluates all 10 commercial domains and the relationships between them using validated evidence. It applies a structured set of evaluation criteria across those domains, producing a maximum of 250 audit points and a Commercial Maturity Band.

Consistent by design
The same evaluation structure is applied across the whole assessment.
Relationships assessed directly
Dependencies and influence between domains are examined alongside individual capability.
A result with its reasoning attached
The final reading keeps its evidence context, constraints and priorities visible.
A dense stream of individual signal points converging from open space into a concentrated, structured core.

Explore the Full CTI Audit

Apply it to yourself

How evidence-ready is your commercial system?

Assessment depth is limited by what your systems can already show. Four questions about what exists, not about how well it performs, and a reading of which evidence classes you could currently support.

Answered in the page. Nothing is sent, and no contact details are requested.

How evidence-ready is your commercial system?

Assessment depth depends on what your systems can already show.

Four questions about what exists, not about how well it performs.

~1 min

Progress: Question 1 of 4

Records If you opened your CRM now, how much of the commercial picture would be in it?

Evidence depth

How does evidence depth differ across the four CTI assessment routes?

The four CTI assessment routes do not use different frameworks. They differ in which evidence is available to the methodology, and that is what changes the standard a result can meet. The Free Website Audit reads what is externally observable; the Full CTI Audit works from validated evidence across every domain and the relationships between them.

  1. Free Website Audit What can buyers, search engines and AI systems already establish about your business? Observed findings, strengths, constraints and a starting order of priority.
    • Evidence class: Observed
    Minutes
  2. In-Depth Website Audit What is limiting your website commercially, and what should change first? A deeper automated diagnosis of what is limiting performance, why it matters and what should change first.
    • Evidence class: Observed
    Within 1 hour
  3. Commercial Maturity Assessment How mature is your commercial system across all ten domains? An indicative maturity band, a ten-domain profile, strongest system and clearest constraint.
    • Evidence class: Observed
    • Evidence class: Self-reported
    20 to 30 minutes
  4. Full CTI Audit Most comprehensive What is constraining your commercial system, why, and what should change first? Validated whole-system evidence: a maturity band and CTI score, the constraints and the dependencies between domains, and a prioritised sequence of change.
    • Evidence class: Validated CTI evidence
    • Evidence class: Observed
    • Evidence class: Self-reported
    • Evidence class: Source-specific
    Weeks

Governance

How does CTI keep a finding useful and interpretable over time?

CTI keeps a finding interpretable through five controls: the methodology is versioned, provenance travels with every figure, confidence stays visible where evidence is thin, published comparisons rest on a defined cohort, and the boundary between what is published and what stays proprietary is fixed, not negotiated case by case.

Versioned method

CTI methodology versions identify material changes to how results should be interpreted. Published research and assessment outputs can therefore be understood in the context of the method used at the time.

Provenance

Population, evidence class, period and relevant source information remain attached to published findings so a reader can understand what a figure represents and where it came from.

Visible confidence

CTI distinguishes findings supported by deeper validated evidence from those based on more limited evidence. This helps decision-makers understand where a conclusion is strong and where further validation may be useful.

Cohort thresholds

Published benchmark comparisons use defined cohorts and appropriate sample thresholds. Where the evidence base is too limited for a defensible comparison, CTI does not present the result as a benchmark.

Public method, protected mechanics

CTI publishes the domain model, evidence classes, maturity bands, criteria count, point scale and relationship principles. Detailed criterion wording, scoring anchors, weighting, aggregation and confidence calculations remain proprietary.

Frequently asked questions

Questions about the Commercial Transformation Index methodology

Direct answers about how CTI uses evidence, structures analysis, handles confidence, and applies the same methodology at different depths of assessment.

How does the Commercial Transformation Index methodology work?

The Commercial Transformation Index methodology turns commercial signals into a structured view of capability, relationships and maturity across ten connected domains. Signals are gathered and classified by how they are known, read against a consistent evaluation structure, resolved into domain capability and the dependencies between domains, and expressed as a commercial maturity state with the evidence behind each finding still attached.

What is a CTI signal?

A CTI signal is a single piece of commercial evidence or context about one organisation: something observable from outside, something reported by the people who operate a system, something established from that organisation records, or a condition in its market. A signal on its own establishes very little. Its value comes from being read alongside many others.

What is a CTI criterion?

A CTI criterion is a structured question the methodology asks of every organisation it assesses, which is what makes two assessments comparable. The Full CTI Audit applies its criteria consistently across the ten commercial domains. Their number and wording, and how each one resolves, remain proprietary.

How are signals different from criteria?

Signals provide evidence and context; criteria provide a consistent evaluation structure. Many signals inform a single criterion, and signal depth varies considerably between domains because some commercial systems are far more observable than others. Criteria alone would produce a questionnaire; signals alone would produce observations without a comparable structure to read them against.

What evidence does CTI use?

Four classes. Observed evidence is gathered directly from what is externally visible. Self-reported evidence is described by the people who operate a system. Validated CTI evidence has been reviewed against supporting material in a Full CTI Audit. Source-specific evidence comes from external market and sector sources and describes conditions rather than the organisation. Every finding carries the class it rests on.

How does CTI assess relationships between domains?

CTI assesses two kinds of relationship. A primary dependency is structural: one domain cannot do its job properly without what another produces. A secondary influence is commercial: one domain changes the value another can create without feeding it directly. Both are assessed in their own right rather than inferred by comparing two domain readings, which is what lets a result say which weakness is holding the others in place.

How is commercial maturity determined?

Commercial maturity is expressed as one of six Commercial Maturity Bands, describing how the commercial system operates as a whole rather than grading any single function. The band reflects how deliberately the system is designed, how reliably it repeats without depending on particular individuals, how well its domains inform one another, and how much of it the organisation can evidence.

Does every domain use the same amount of evidence?

No. Some commercial domains are highly observable from outside, and others can only be understood from the inside, so the volume and type of evidence available differs considerably between them. The evaluation structure stays constant so results remain comparable, and the evidence class attached to each finding is what tells a reader how much weight it can carry.

How does self-reported evidence affect an assessment?

Self-reported evidence is used where a system cannot be observed from outside, and any finding resting on it is labelled as self-reported. It is not treated as a weaker finding: it is a finding about what an organisation reports, which is a genuinely different thing from what has been reviewed. An assessment built mainly on self-reported evidence returns an indicative maturity position rather than a validated one.

How does CTI handle missing evidence?

A gap is recorded as a gap. CTI does not infer a value where it has no evidence, and it does not average around the hole. Missing evidence lowers the confidence attached to the finding, and is frequently a finding in its own right, because a system that cannot evidence a capability is rarely managing it consistently.

How does CTI avoid false precision?

By keeping the evidence behind a result visible rather than resolving everything into a single unqualified number. Where evidence is thin, a CTI finding says so and carries lower confidence than one built on reviewed material, and the routes that cannot support a validated score do not produce one. A figure that states what it was built from can be examined by somebody else, which is what makes it usable in a commercial decision.

How are methodology versions handled?

The methodology carries a version, and any change that alters how a finding should be read is recorded against the version it applies from. Published intelligence states the version it was produced under. This is what keeps historical findings interpretable, because a result can always be read in the context of the method that produced it.

What parts of the CTI methodology are public?

The ten commercial domains, the evidence classes, the six Commercial Maturity Bands, the structured evaluation criteria and 250 point maximum of the Full CTI Audit, the relationship model and the way evidence depth differs between assessment routes are all public. The criterion wording, scoring anchors, weighting, aggregation and confidence calculations remain proprietary, so a CTI result reflects an organisation’s commercial system rather than its familiarity with the scoring model.

How do the four CTI assessment routes differ in evidence depth?

They apply the same methodology to different evidence. The Free Website Audit reads externally observable evidence in minutes. The In-Depth Website Audit examines the same territory far more closely, within an hour. The Commercial Maturity Assessment adds self-reported evidence across all ten domains in 20 to 30 minutes and returns an indicative maturity position. The Full CTI Audit works from validated evidence across all ten domains and their relationships, over weeks.

Why is the Full CTI Audit the most comprehensive CTI assessment?

The Full CTI Audit is the only route that covers all ten commercial domains and the relationships between them on evidence reviewed against supporting material. It is the only one that produces a validated CTI Score and Commercial Maturity Band, and the only one that can establish which constraint is limiting the wider system and in what order to address it. The other routes are deliberately faster and narrower.