Signal Math / Our approach

About Signal Math

What this workspace offers, what is still in preview, and how to use it responsibly.

A workspace for thinking through the numbers

Signal Math provides local-browser calculators for audience signals, campaign costs, creator revenue scenarios, video formats, transfer estimates, and text drafting counts. Text entered into the character and hashtag tools stays in the browser and is not sent to a calculation API.

Reach, earnings, engagement, and delivery outcomes depend on definitions and destination requirements outside these formulas. No platform approval, audience growth, payout, or file acceptance is promised; check the current destination documentation for publishing requirements.

Make the production boundary visible

Use the production and signals hub to keep campaign denominators, creator revenue, watch time, bitrate, and upload time separate. The creator metrics and delivery guide includes illustrative arithmetic and unit cautions.

Transparent scope

No professional credentials, independent certification, or named expert review are claimed for these pages. Examples are illustrative arithmetic, not customer case studies, market benchmarks, or evidence of likely earnings. Read the methodology before relying on a result and the terms of use for the scope of the service.

Questions and corrections belong on the contact page, which shows whether a public address is configured. We do not substitute a placeholder address or a nonfunctional form when contact is unavailable.