An independent research and editorial practice for the retrieval age
The next person deciding about you may meet a sentence that nobody at your company wrote.
Machines now sit inside consequential decisions about what to buy, hire, fund, recommend and trust. We measure the sentence, find where the record breaks, and repair it without moving the ruler.
Where it starts
You look, then you dig, then you assay.
Two ways in. Both priced. Both credited forward in full within ninety days.
The Field Read
$2,500
A look, not a measurement. Single pass, open record, no frozen battery, no control set, no second reader. It shows you the shape of the problem, not the size of it, and it is never dressed as a baseline. Read on →
The Dig
$7,500
The evidence, before the instrument. Two weeks on one subject, and the sun — the candidate positions, declared as hypotheses before anything is measured, so the Assay tests them rather than flatters them. Read on →
Above them, pricing scales with the number of subjects measured and how often the battery re-runs — never with hours.
Two scores
Retrieval
Are you the answer?
Whether you become the answer in the relevant consideration circumstance.
Fidelity
Is the reason yours?
Whether the reason given remains specific, accurate and attributable to you — not category language.
Fame is presence. Retrieval is preference. Fidelity is ownership.
The problem
You cannot optimize for infinite questions. You can author a finite record.
A company can be famous and still lose the decision. A machine can know your facts and award their meaning to someone else. It can also fill a thin record with the category average.
The Assay shows where.
How it works
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Measure
Freeze the decision space and establish the baseline.
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Author
Repair what the evidence warrants. If the fact is missing, the work belongs in the business first. If the evidence exists, Editorial authors the record and builds the circulation plan for where it should travel — owned, earned and paid.
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Remeasure
Run the same decision space again.
Sometimes the right answer is no intervention.
Different layer · different question
Three disciplines meet the same machine. Only one of them asks whether the answer is yours.
| Dimension | RAG | GEO / AI visibility | The Assay™ |
|---|---|---|---|
| What is it? | A technical retrieval architecture. | A visibility / optimization discipline. | A representation measurement and diagnostic. |
| Primary question | What information should the system retrieve? | Are we appearing, cited or visible? | Are we the answer — and is the reason ours? |
| Unit of concern | Sources, chunks, retrieved context. | Mentions, citations, visibility surfaces. | Sentence, representation, decision circumstance. |
| Starts with | System architecture. | Discoverability and content visibility. | A consequential decision. |
| Reality gap | Not its primary job. | Not usually its primary job. | Can identify when the desired sentence outruns the underlying evidence. |
| After the finding | Improve the retrieval system. | Improve visibility / discoverability. | Change the business, evidence, authority, editorial or circulation — depending on what failed. |
| Longitudinal proof | System evaluation. | Visibility monitoring. | Standing Wave reruns the same decision space. |
These are not mutually exclusive. RAG helps systems retrieve. GEO helps content become visible. The Assay asks whether the representation produced under real consideration is actually yours.
Editorial
Challenge the claim. Own the answer.
Measurement tells us where the representation fails. Editorial decides what deserves to replace it.
A missing record can be authored. A missing fact cannot. If the evidence required by the desired representation does not exist, the intervention belongs in the business first. Do the work. Then write the record.
We score the sentence. We author the record. We run the sentence again.
Circulation
The record has to travel.
A fact stranded on one surface is still a stranded fact.
Editorial does not end when the sentence is written. We determine what evidence needs to travel, what form can carry it, and where another voice would make the record stronger.
Every material Editorial engagement ends with a Custom Circulation Plan across owned, earned and paid.
Not the same message everywhere. The same truth, carried by the surfaces that can actually support it.
Different jobs · same market
| Dimension | Agency | PR | Media | Rebel.Rebel Editorial |
|---|---|---|---|---|
| Usually starts with | A business or brand brief. | A story worth earning attention for. | An audience to reach. | A measured representation gap. |
| Primary job | Express. | Legitimize / earn. | Distribute. | Author the record. |
| Core question | How should we communicate this? | Why should someone else care? | Where should it appear? | What needs to become true, specific and retrievable — and where must the evidence travel? |
| If the claim is not true yet | Expression may change. | Credibility becomes difficult. | Distribution can still occur. | Stop. Reality gap. Do the work first. |
| Success | Effective expression. | Credible earned attention. | Efficient reach. | A stronger, better-circulated record that survives the same measured consideration space. |
These disciplines are often partners, not substitutes. The difference is sequence. Rebel.Rebel starts before the communications brief is assumed to be correct.
The public record
Touchstone
The public market read.
Independent research. Hypotheses declared before the wave; findings, disagreement and misses published after. Published, not sold — inclusion cannot be bought.
Rebel.Rebel Press
Make things that stay.
The House’s independent imprint. Books and durable editorial objects built to the same standard: evidence before assertion, authorship with something at stake.
A method cannot earn trust by being right only in private.
The name
REBEL — verb. Challenge the claim.
REBEL — noun. Own the answer.
Research without editorial becomes observation. Editorial without research becomes opinion.
The questions we are asked first
Is The Assay GEO?
No. GEO and AI-visibility work generally focus on appearing, being cited or becoming more visible in generative answers. The Assay starts with the decision and measures whether you become the answer — and whether the rationale remains yours. GEO may become useful after the diagnosis.
What if our scores are already good?
We say so. Every baseline can conclude None. If no material intervention is warranted, the engagement ends there.
Does this prove revenue impact?
No. The Assay measures representation. Standing Wave measures whether that representation moved under the same decision space. Revenue or valuation causality requires separate commercial evidence.
Contact
Bring the decision.
Client work begins with the question being decided — not a deliverables list.