The seven pillars of reputation measurement, explained

The seven pillars are news, social, newsletters, market, employee, customer, and predictive. Each is scored in its own right and combined with non-linear weighted scoring, so a sharp move in one pillar registers in the headline number.

A reputation score is only as good as the signals behind it. Contrlr computes its 0 to 100 score from seven pillars, each scored in its own right and combined with non-linear weighted scoring so a sharp movement in one pillar reaches the headline number.

Contrlr is an AI-powered reputation intelligence platform that scores, monitors, and predicts how an organisation is described across all seven pillars, built for communications leaders, boards, and General Counsel. The seven-pillar structure is how the platform turns scattered signals into one governed metric.

Reputation measurement is the practice of quantifying how an organisation is described and perceived. The seven pillars are the specific signal groups Contrlr measures to produce that quantity.

Why seven pillars rather than one signal?

Because reputations fail in different places, and a single-source measure misses the failure it was not watching.

An organisation can hold excellent news coverage while employee sentiment collapses, which is the pattern that precedes most culture stories. A listed company can read positively in the trade press while its share price moves against its benchmark on a narrative the market has priced and the media has not yet reported. Each pillar catches a different early signal.

Contrlr scores news, social, newsletters, market, employee, customer, and predictive signals separately, then combines them into one number. Because the weighting is non-linear, a collapse in a single pillar pulls the composite instead of being averaged away by calm in the other six, which is what makes the score responsive enough to act on.

What does the news pillar measure?

The news pillar scores published coverage: volume, sentiment, and the authority of the outlets carrying it.

Earned media carries disproportionate weight because it has the longest life. Coverage is indexed, cited, and surfaced for years, so a single authoritative article continues shaping how the organisation is described long after the news cycle ends.

The social pillar scores the conversation as it moves, which is usually where a narrative accelerates before it reaches a newsroom.

Speed is the reason it is measured continuously. Research published in Science found that true news takes six times as long as false information to reach 1,500 people, and that falsehoods are 70 percent more likely to be shared than the truth. A weekly social report describes a race that was decided on the first day.

What does the newsletters pillar measure?

The newsletters pillar tracks the specialist publications and analyst notes that an organisation's buyers, investors, and regulators actually read.

These outlets shape expert opinion well before mainstream coverage forms, and they are frequently the first place a technical criticism appears in a citable form. For organisations selling to a specialist audience, this pillar often moves earliest.

What does the market pillar measure?

For listed companies, the market pillar connects narrative to price. It scores share price movement relative to benchmark, isolating the company-specific component from broad market movement.

An idiosyncratic decline, meaning a fall that the benchmark does not explain, is a signal that the market has priced something specific to the organisation. When that appears before the coverage does, it is one of the strongest early warnings available.

What do the employee and customer pillars measure?

These two pillars measure the people closest to the organisation, whose views become external stories.

The employee pillar scores what current and former staff report, drawing on review platforms and internal signals. Culture problems appear here months before they appear in a newspaper.

The customer pillar scores buyer sentiment from reviews and satisfaction signals, placed beside every other pillar rather than isolated in a separate tool that nobody reconciles with the communications picture.

What does the predictive pillar measure?

The predictive pillar is the forward-looking one. It ranks the narratives most likely to move against the organisation next, drawing on early-warning indicators across the other six pillars and external signals.

This pillar feeds directly into the Contrlr Scenario Simulator, where nine AI agents run a crisis in sequence before it happens, each agent grounded in the output of the last. The scenario process is described here.

How do the pillars combine into one score?

Three rules govern the combination:

Each pillar is scored independently on the same 0 to 100 scale, so pillars are comparable with each other
The composite uses non-linear weighting, so a severe movement in one pillar is not diluted by stability elsewhere
Every composite movement traces back to the pillar and the underlying signals that caused it, so the number is explainable

A composite of 55 with market at 37 and news at 69 is a complete instruction to a communications team: the market pillar is pulling the number down, the news pillar is holding, and the source signals behind the market score identify what to examine first.

Which pillars should an organisation prioritise?

All seven are scored, and two practical patterns are worth knowing.

Listed companies weight market and news heavily, because those two pillars carry the signals that reach investors and analysts fastest. Private companies with large workforces often find employee and customer are the earliest indicators available to them, since they lack a share price to reveal what the market has inferred.

The full reputation score methodology is explained here, including how to read a movement.

How do the pillars behave during a live crisis?

A crisis moves the pillars in a recognisable sequence, and knowing that sequence tells a communications team where to look next.

Social usually moves first, because conversation requires no editorial process. The predictive pillar often moves at the same time or slightly earlier, since its early-warning indicators are built to detect exactly this acceleration.

News follows within hours once outlets pick the story up, and the news pillar movement is usually larger and more durable than the social spike that preceded it, because published coverage persists.

Market moves next for listed companies, sometimes within the same trading session. An idiosyncratic move that the benchmark does not explain confirms the market has priced the event.

Newsletters follow over days as specialist publications and analysts write their considered take, which frequently sets the medium-term framing of the story.

Employee and customer pillars move last and recover slowest, over weeks or months, because they reflect experience rather than coverage. A crisis that leaves those two pillars depressed after the news cycle ends has become a structural problem.

Watching the sequence tells a communications team whether a crisis is following its expected path or diverging. A news pillar that recovers while the employee pillar keeps falling is the signature of an organisation that fixed its statement and not its problem.

Which pillars do the free capabilities cover?

All seven. The reputation score and continuous monitoring at launch cover news, social, newsletters, market, employee, customer, and predictive signals, so an organisation sees its whole position before any commitment. Distribution into high-authority outlets is the paid layer.

Frequently asked questions

What are the seven pillars of reputation measurement?

The seven pillars are news, social, newsletters, market, employee, customer, and predictive. Contrlr scores each independently on a 0 to 100 scale and combines them into one composite reputation score using non-linear weighted scoring, so a sharp movement in any single pillar reaches the headline number.

Why does Contrlr use non-linear weighting?

Because a simple average hides the event the score exists to detect. Under a straight average, a collapse in one pillar is offset by calm in the other six and the composite barely moves. Non-linear weighting lets a severe single-pillar movement pull the composite, keeping the score responsive.

Which pillar gives the earliest warning?

It depends on the organisation. For listed companies the market pillar often moves first, because the market prices information before it is reported. For large private employers, the employee pillar frequently leads, since culture problems surface internally months before external coverage.

Can a pillar be switched off?

Pillars can be enabled or disabled to focus a report on what is relevant, and a pillar with no data source simply does not contribute. The composite reports how many pillars are active, so a score is never read without knowing what fed it.

How do the pillars connect to taking action?

Each pillar links to the tools that move it: content drafted on the platform, distribution into high-authority outlets, and Circuit Breaker for crisis response. Every action is recorded against the score it was intended to change. Request an organisation's pillar breakdown here.