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The Operational Toolkit

Ten working tools from the appendix of The Invisible Hand of Reputation. They are dry, procedural, and useful. They are ordered by where a practitioner needs them first, not by how interesting they are. Take what you need.

THE TEN

What each one produces

Every tool below is described in the appendix of the book. Three of them also run in the browser, further down this page — no account, no storage, nothing sent anywhere.

The seven-stakeholder audit matrix

One row for each segment: customers; investors and capital providers; employees and talent; regulators; media and information intermediaries; partners; communities and civil society. Three columns for reach, interpretation, and consensus, and two more for the data source and the date the number was taken.

Leave a cell blank rather than fill it with an impression. The blank is itself a finding: it names the audience you are currently guessing about.

The RIC scorecard sheet

One page per cycle, three blocks, never one total. Each block carries a definition, a data source, a sample, and a statement of uncertainty. Record the direction and size of change, not only the level.

If a board asks for one number, show the three and explain what multiplying them would hide: a strong reach score can conceal a failed interpretation.

The five-factor scorecard and weighting sheet

Score each factor from 1 to 10 and write the reason beside the number. Then re-weight the factors for each audience and for each stage of the company's development, and re-run the scorecard on a fixed calendar.

A scorecard that is never re-weighted is a photograph being used as a dashboard.

Return probability

Qualified promises kept, divided by promises made. Read per audience and per year, it is the most direct single measure of the expectation factor, and it moves before survey scores do.

Compute it: kept ÷ made, per audience, per year.

The grey-scale single-blind pricing test

To measure contribution willingness without asking a leading question, quote different price points to comparable customer cohorts — five to thirty percent apart — over thirty days, and watch behaviour rather than stated intent.

Read the churn curve, not the survey. The restaurant chain in the book learned more from its churn than from any research it had run.

The trust tax statement

Take ten transactions from the past year. For each, record what you spent in time, money, deposits, legal review, and waiting to be believed; then estimate what a counterparty with a strong reputation would have spent for the same transaction.

Divide the gap by your own cost. That percentage is the trust tax rate — the one number here most likely to survive a budget meeting.

The sentiment-label matrix

Tag every monitored mention by issue and by sentiment, then read the matrix rather than the total.

The total tells you the weather. The matrix tells you which issue is producing it.

Expected return on investment

Realised return divided by promised return, read against the resources invested.

Most useful for spotting audiences whose expectations were inflated by your own communication rather than by your conduct.

The crisis quadrant

Plot a live crisis on two axes — severity of harm and speed of spread — to decide whether to answer with facts, with action, or with both.

High harm plus high speed is the only quadrant that justifies the full protocol in the first hour.

The 3T pyramid

Tell it fast, tell it all, tell your own tale — but in sequence rather than at once. The crisis team holds the whole picture, one spokesperson does the talking, and the message leaves from a single point.

Most failed responses invert the order and let several mouths speak before anyone holds the picture.
WORKING VERSIONS

Three of the ten, running

Type your own numbers. Nothing you enter leaves this page: there is no account, no cookie, and no request to a server. Reload and it is gone.

1 · Five-factor scorecard → RCI

Score each factor from 1 to 10. Be honest with the weakest one; it is the only one worth acting on first.

— RCI / 100

2 · Return probability

Qualified promises kept, divided by promises made. Read it per audience and per year — never as a company-wide average.

— %

3 · Trust tax statement

For one transaction: what you spent to be believed, against what a counterparty with a strong reputation would have spent for the same thing.

— % trust tax
The model these tools come from
Printing gives you the whole toolkit as a worksheet set: the ten descriptions above, plus the three fields you filled in.
The Invisible Hand of Reputation — cover
FROM THE BOOK

THE INVISIBLE HAND OF REPUTATION

How Reputation Shapes Markets, Decisions, and Power in the AI Age

These ten tools are the appendix of the book. The chapters set out why reputation behaves like a credit line, how the consensus forms before you speak, and what the five-factor index is for.