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Commercial Transformation Index · CTI Intelligence

Commercial intelligence built from how commercial systems operate.

CTI Intelligence is the commercial intelligence published by CTIndex.org from the Commercial Transformation Index (CTI) research programme: where commercial capability breaks down, how mature organisations are, how sectors and markets differ, and how visible businesses are to AI systems.

Every finding rests on classified evidence and carries its population, its period and the evidence class behind it, so a leader, an advisor or an investor can act on it rather than on commentary.

How a CTI finding is formed

suppression
  1. 01 Evidence Classified before it is used: observed, self-reported, validated or source-specific
  2. 02 Cohort Aggregated over a defined population; small cohorts are suppressed
  3. 03 Finding Published with its population, period, evidence class and limits

What CTI Intelligence is

What is CTI Intelligence?

CTI Intelligence is the analytical output of the Commercial Transformation Index: findings generated from the CTI methodology and the evidence gathered under it, published through CTIndex.org as benchmark reports, market intelligence and research notes.

The evidence comes from four sources, and each is classified before it is used. Observed evidence is gathered from what organisations make public. Self-reported evidence is what participants state during an assessment. Validated evidence has been reviewed by an assessor in a Full CTI Audit. Source-specific evidence comes from named external market, economic and sector sources, which CTI can also interpret through the same methodology.

Conventional market research asks organisations to describe themselves and reports the answers. CTI Intelligence measures the commercial system against one consistent methodology and reports what that measurement shows, with the population and the evidence class stated beside every figure. The difference is commercial as well as methodological: a finding about how systems operate can be acted on, while a sentiment survey mostly describes what people were prepared to say.

Light trails forming a network above a city at night.

Why it matters commercially

Opinion describes a market. Measurement locates the constraint.

Knowing that most organisations in a sector describe themselves as customer-led changes nothing about where a leadership team should look first. If assessed commercial systems in that sector most often lose value at one handoff between domains, the team knows exactly where to look, because the finding names a mechanism.

CTI Intelligence reports mechanism: which domains most often constrain the rest, which relationships carry the constraint forward, and what separates organisations in different Commercial Maturity Bands. A mechanism is something a leadership team can act on. A sentiment is something it can only note.

Reports & Intelligence

Where published CTI research is catalogued

Every study CTINDEX publishes is listed in one catalogue, filterable by publication type, CTI domain, sector, geography, research theme and year. A report is listed there once its population, period, evidence basis and disclosure position can all be stated.

What CTI publishes

What commercial intelligence does the Commercial Transformation Index publish?

CTIndex.org publishes CTI Intelligence along six lines: domain, maturity, sector, market, machine visibility and signals. Each is produced from the same methodology and published on the same terms: as an aggregate over a stated population, with the period it covers, the evidence classes it rests on and the limits of what it can establish, and only where cohort suppression rules permit an aggregate to be published.

  • Domain intelligence

    Where commercial capability breaks down

    Which of the ten CTI domains most often constrains the rest across an assessed population, and which relationships between domains carry that constraint forward.

  • Maturity intelligence

    How commercially mature organisations are

    How assessed organisations are distributed across the six Commercial Maturity Bands, and what separates the operating states at either end of the scale.

  • Sector intelligence

    How commercial systems differ between sectors

    Where organisations in one sector build, connect and operate their commercial systems differently from another, published where the assessed cohort in that sector supports the claim.

  • Market intelligence

    How commercial capability differs between markets

    Commercial capability by country and market region, drawn from assessed organisations in that market and read against external economic context where it is relevant.

  • Machine visibility

    How readable organisations are to AI systems

    What AI systems and search engines can establish about an organisation from its public evidence. It is entirely observable, which makes it one of the most directly comparable measures CTI can analyse.

  • Signals

    What is changing

    Short-form observations about commercial behaviour that do not need a full report to be useful, published on the same evidence terms as everything else.

How a finding is shown

How is a CTI finding presented?

CTI findings are presented in four formats: a distribution across the six Commercial Maturity Bands, an accumulation over time, a profile across the ten CTI domains, and a relationship between two measures. Every published figure carries a data table a reader or a machine can quote directly, with its source, period and sample note beside it. The four figures below are drawn with illustrative values to show the formats; none is a CTI finding.

Distribution

How a population is distributed across the six Commercial Maturity Bands

A column chart is how CTI reports the shape of a population across the six Commercial Maturity Bands. The finding is rarely the tallest column; it is how much of the population sits below the middle of the scale, and how that differs by sector or size.

Illustrative distribution across the six bands
Band Share of cohort (%)
Critical 8
Developing 19
Emerging 27
Capable 24
Advanced 15
Optimised 7

Illustrative visualisation, not a published CTI finding

Accumulation

How an evidence base compounds over time

A line or area series is how CTI reports anything that accumulates or moves between periods: assessed organisations, evidence volume, or a maturity distribution shifting over time. The second series shows the subset that meets the validated evidence standard, which is what decides how strong a claim the base can carry.

Illustrative accumulation over six periods
Period Assessed organisations (index) With validated evidence (index)
P1 12 4
P2 26 9
P3 45 17
P4 61 28
P5 84 41
P6 100 58

Illustrative visualisation, not a published CTI finding

Profile

How capability is shaped across the ten CTI domains

A domain profile is how CTI reports the shape of a commercial system, for one organisation or averaged across a cohort. Two systems with the same overall position can have completely different shapes, and the shape is what shows where the constraint sits.

  1. ICP
  2. Positioning
  3. Pricing
  4. Website
  5. CRM
  6. Marketing
  7. Sales
  8. Operations
  9. Retention & Customer Success
  10. Automation
Illustrative ten-domain profile
CTI domain Value
ICP 58
Positioning 44
Pricing 51
Website 72
CRM 39
Marketing 64
Sales 60
Operations 46
Retention & Customer Success 36
Automation 49

Illustrative visualisation, not a published CTI finding

Relationship

How two commercial measures relate across a population

A scatter plot is how CTI reports the relationship between two measures across a cohort, such as evidence readiness against assessed maturity. The spread is the finding: a tight band and a wide scatter support very different conclusions from the same average.

Illustrative relationship between two measures
Point Evidence readiness Assessed maturity Group
1 18 22 Lower
2 24 31 Lower
3 31 27 Lower
4 29 44 Middle
5 38 41 Middle
6 44 52 Middle
7 47 39 Middle
8 53 58 Middle
9 58 49 Middle
10 62 66 Upper
11 69 61 Upper
12 74 78 Upper
13 81 71 Upper
14 86 84 Upper

Illustrative visualisation, not a published CTI finding

The rule behind every figure

A figure without its population, period and evidence class is not a finding.

Population states who or what the figure describes, so a reader can tell whether it applies to their organisation. Period states when the evidence was gathered, so the figure is read against the conditions of its time. Evidence class states how the evidence was obtained: observed, self-reported, validated or source-specific. Source and stated limits show where the figure came from and what it cannot establish.

The Commercial Transformation Index publishes every figure with all of them, and a figure that is missing any of them is not published. That is what makes a CTI figure quotable accurately, challengeable specifically and usable in a decision that somebody else will examine.

How a finding is qualified

What has to be true before a CTI finding is published?

Four conditions are met before a figure is published, and each is set by the publication rules rather than chosen after a result is known. Open each to see what it requires.

01 The cohort clears the suppression rules

Cohort suppression rules decide whether an aggregate can be published at all. Where a cohort is too small for a figure to describe a population rather than the organisations in it, the figure is suppressed and the publication states that suppression was applied. The rules are applied before publication, not chosen once a result is known.

02 The population is stated

Every figure carries a population label describing what it covers, so a reader knows whether it applies to their organisation, sector or market before deciding whether to act on it. A figure without a stated population is not published, because nobody can tell whether it describes them.

03 The evidence class is named

Observed, self-reported, validated or source-specific. A finding built on what participants report is labelled self-reported wherever it appears and is never presented as audited fact. A validated finding rests on evidence an assessor has reviewed.

04 The period is fixed

Commercial conditions move. Every publication states the period its evidence covers and carries a publication date and a modified date, so a figure can be read against the conditions of its time and a superseded publication is identified rather than left in place.

A dispersed field of individual points converging through a threshold line into a dense, measurable population.

Find the intelligence you need

Which line of CTI Intelligence is relevant to your decision?

Three questions route you to the line of CTI Intelligence that fits the decision you are making, and to the page that explains how that evidence is qualified. The result is a route, never a reading of your organisation.

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

Build your intelligence view

Tell CTI what you need to understand, and it shows you where that sits.

Three questions, and a reading of which CTI intelligence is relevant to you.

~30 sec

Progress: Question 1 of 3

Role Which describes you best?

Research themes

What questions is the CTI research programme built to answer?

The Commercial Transformation Index research programme is organised around standing research themes. Each is a line of enquiry across assessed organisations and observed public evidence, and each maps to the CTI domains and topics that published intelligence is classified under, so a theme becomes a route to its publications as they appear.

  • Commercial maturity distribution

    Commercial maturity
    How assessed organisations are distributed across the six Commercial Maturity Bands, and how that distribution differs by size, sector and market.
  • Cross-domain constraint patterns

    Commercial handoffs · Revenue leakage
    Which domains most often limit the value produced elsewhere in the commercial system, and which handoffs between domains carry the constraint.
  • AI and machine visibility

    Website · Positioning · AI visibility
    What AI systems and search engines can establish about an organisation from its public evidence, and how that is changing the commercial system required to compete.
  • Website commercial intelligence

    Website · ICP · Positioning
    How clearly websites state who they serve, what they solve and why, and how that observable evidence relates to wider commercial capability.
  • CRM and pipeline reliability

    CRM · Sales
    How reliably commercial records are kept and used, and how CRM capability relates to sales and retention outcomes.
  • Sales system maturity

    Sales
    How structured, repeatable and evidenced sales execution is across assessed organisations, and where it depends on the domains upstream of it.
  • Pricing governance

    Pricing · Positioning
    How deliberately pricing is set, governed and connected to positioning and margin, rather than inherited or negotiated case by case.
  • Automation and process reliability

    Automation · Operations
    Where automation amplifies a reliable process and where it accelerates an unreliable one, across the domains it is applied to.
  • Retention and value protection

    Retention & Customer Success · Marketing
    How organisations protect and grow the value of existing customers, and how that relates to the quality of what acquisition brings in.
  • Evidence readiness

    Commercial transformation
    How much of an organisation’s commercial capability can be evidenced rather than described, which decides what any assessment can establish about it.

Source-specific intelligence

What is source-specific CTI intelligence?

Source-specific intelligence is CTI analysis of evidence from a named external source: a published business survey, a sector dataset, or the membership of an organisation such as a chamber of commerce or industry body. The Commercial Transformation Index methodology is applied to that source's evidence, and the resulting intelligence is published with the source named, the population it covers stated, and the source's own findings attributed to it rather than absorbed into CTI's.

It is classified as source-specific evidence, the fourth CTI evidence class, because what it can establish depends on the source and its provenance. That dependence is also what makes it useful: a defined population, measured through one consistent method, produces intelligence about that population that no general survey can. Chambers, industry bodies, investors and research organisations can commission cohort research on this basis, and any commissioning relationship is disclosed alongside the findings.

What every CTI publication carries

  1. Summary A direct summary that stands alone when quoted
  2. Population What the figures describe, stated as a population label
  3. Evidence classes How the underlying evidence was obtained
  4. Period The window the evidence covers
  5. Methodology The methodology version the finding was produced under, linked
  6. Sources Every external source used, with its publisher
  7. Limitations What the evidence does not establish
  8. Data table The figures behind every chart, quotable by a reader or a machine

Who CTI Intelligence is for

Who uses CTI Intelligence, and for what decision?

CTI Intelligence is written for people making commercial decisions with somebody else's money, reputation or membership at stake: business leaders, advisors, investors and industry bodies. The decision differs for every group, and every group needs the population behind a figure as much as the figure itself.

  1. Business leaders

    Where to direct commercial investment and attention first.

    What CTI Intelligence contributes

    A reference for where commercial capability commonly breaks down at a given size, sector or maturity, so a leadership team can test its own diagnosis against a defined population rather than an impression of the market.

    What to check

    Whether the population a figure describes resembles your organisation, and which evidence class it rests on.

    Find your own position
  2. Advisors and consultancies

    What to recommend, and how to justify it to a client.

    What CTI Intelligence contributes

    An evidence base with its method, population and limits stated, so a recommendation can cite a published finding a client can examine rather than a proprietary claim.

    What to check

    The methodology version and the period, so the finding is cited accurately.

    Read the methodology
  3. Investors and acquirers

    Whether a commercial system can sustain the performance it reports.

    What CTI Intelligence contributes

    Reference points for how commercial systems behave across the ten domains at a given size and maturity, used to frame diligence questions and to read a target against its peers.

    What to check

    Whether a comparison is validated or self-reported, and whether cohort suppression was applied to it.

    Explore the Full CTI Audit
  4. Policy and industry bodies

    Where commercial capability across a membership, sector or region needs support.

    What CTI Intelligence contributes

    Cohort intelligence produced through one consistent methodology across a defined population, showing where capability gaps and system constraints recur, so a chamber, industry body or programme operator has an evidence base for deciding where support should be directed. The source is named and the population stated.

    What to check

    How the population is defined and which evidence classes the finding rests on, so it is not read beyond the organisations it covers.

    Commission cohort research

Frequently asked questions

Questions about CTI Intelligence

Direct answers about what CTI Intelligence is, what evidence it uses, what is published and what is not, how findings are qualified, and how to cite them.

What is CTI Intelligence?

CTI Intelligence is the analytical output of the Commercial Transformation Index: findings generated from the CTI methodology and the evidence gathered under it, published through CTIndex.org as benchmark reports, market intelligence and research notes. It reports how organisations build, connect and operate their commercial systems across ten domains, how commercially mature they are, how that differs by sector and market, and how visible they are to AI systems.

What evidence does CTI Intelligence use?

Four classes of evidence, each classified before it is used: observed evidence gathered from what organisations make public, self-reported evidence from participants in an assessment, validated evidence reviewed by an assessor in a Full CTI Audit, and source-specific evidence from named external market, economic and sector sources. Every published figure names the classes it rests on.

Is CTI Intelligence based only on CTI audits?

No. Assessment evidence is one input. Observed public evidence needs no assessment at all, and source-specific intelligence applies the Commercial Transformation Index methodology to evidence from a named external source. Validated evidence from Full CTI Audits carries the highest CTI confidence tier, and a finding always states which classes it rests on.

How is observed evidence different from self-reported, validated and source-specific evidence?

Observed evidence is what an organisation makes visible and what a machine can read from it, at the time it was observed. Self-reported evidence is what a participant states, and it is never presented as audited fact. Validated evidence has been reviewed by an assessor against supporting material. Source-specific evidence comes from a named external source, and what it can establish depends on that source. The class describes how something is known, not how good it is.

How does CTI Intelligence differ from conventional market research?

Conventional market research typically asks organisations to describe themselves and reports the answers. CTI Intelligence measures the commercial system against one consistent methodology across ten connected domains and reports what that measurement shows, with the population, period and evidence class stated beside every figure. A self-reported figure is labelled as such rather than presented as fact.

What data does CTI Intelligence publish?

Aggregated findings about defined populations. Every published figure carries the population it describes, the period it covers, the evidence classes behind it and the limits of what it can establish, together with a data table a reader or a machine can quote directly. No individual organisation, result or score is published.

Are individual company results published in CTI Intelligence?

No. An individual assessment result is private by default and belongs to the organisation that was assessed. Contributed evidence reaches published intelligence only as part of an aggregate, only where research use has been agreed, and only where cohort suppression rules permit the aggregate to be published.

How are CTI findings qualified before publication?

A finding is published only with its population stated, its evidence classes named, its period fixed and its limitations listed, and only where the cohort behind it clears the cohort suppression rules applied in the assessment environment. Publication fails where any of these is missing. Every chart also carries its source, period and sample note.

How large does a cohort need to be before CTI publishes a finding?

Large enough to clear the cohort suppression rules that are applied before any aggregate is published. Where a cohort is too small for a figure to describe a population rather than the organisations in it, the figure is suppressed and the publication states that suppression was applied. The rules are applied before publication rather than chosen once a result is known.

Which sectors and markets does CTI Intelligence cover?

CTI Intelligence is classified by sector, by country and market region, by CTI domain and by topic, using one canonical taxonomy. Sector and market intelligence is published where the assessed cohort in that sector or market supports the claim, and each publication states the population it covers rather than implying coverage it does not have.

How often is CTI Intelligence published?

Publication follows the evidence rather than a calendar. A finding is published when the cohort behind it clears the suppression rules and the finding has passed evidence and editorial review. Every publication carries its publication date and the period it covers, and short-form signals are published on the same terms as full reports.

Can an organisation commission CTI research?

Yes. Chambers of commerce, industry bodies, investors and research organisations can commission cohort research that applies the Commercial Transformation Index methodology to a defined population, with the commissioning source named and the population, methodology version and period stated in the output. Where a commissioning relationship exists it is disclosed alongside the findings.

Does CTI Intelligence use external datasets?

Yes, as source-specific evidence. External market, economic and sector sources are used to frame a finding, and a named external source can be interpreted through the CTI methodology to produce source-specific intelligence. Every external source is listed on the publication that uses it with its publisher, and its findings are attributed to it rather than absorbed into CTI’s own evidence.

Who is CTI Intelligence for?

Business leaders deciding where to direct commercial investment and attention; advisors and consultancies who need an evidence base a client can examine; investors and acquirers assessing whether a commercial system can sustain the performance it reports; and policy and industry bodies who need evidence about a defined population produced through one consistent method.

How do I cite CTI Intelligence?

Cite the Commercial Transformation Index, the title of the report or research note, CTIndex.org and the year, for example: Commercial Transformation Index (CTI), report title, CTIndex.org, year. In text, “Commercial Transformation Index data shows” or “CTI research found” are the preferred forms. Quote the population, period and evidence class stated on the publication with the figure.