What this site claims, and what it will not.

A business that sells evidence-cited work should be held to the same standard in its own marketing. This page says what that means here.

Every commercial claim is a hypothesis

Pricing, demand, conversion, and outcomes are labeled as hypotheses until there is paid evidence behind them. Where a page carries a number, it carries the source of that number or a visible hypothesis label. Articles show the documents they rest on at the bottom, with a version and a commit.

What this site will not say

• No guarantee of savings, outcomes, uptime, or performance.
• No compliance or certification claim of any kind.
• No client name, logo, quote, metric, or screenshot without written permission.
• No presenting the founder's own companies as independent client proof. Work done on our own operation is a demonstration of method, never a customer result.
• No case study without a section on what it does not show.

How that is enforced

Mechanically, not by good intentions. A build of this site runs a check that fails on banned language, on an unsourced statistic, on a price that has not been explicitly authorized, and on a client name without a permission record. A page carrying any of those cannot be deployed.

Corrections

A correction supersedes the material it replaces and says where the old claim appeared. Corrections are not silent edits.