How Superscale works

What each stage does

Read the loop as a hand-off. The stages do not all run on their own; each stage takes inputs, produces a working artifact, and may create a learning worth saving as context.

Stage	Uses	Produces	Cost	What carries forward
Research & analysis	Brand and product context, competitor ads, connected account data, reviews, and public research	Reports, scored ads, competitor lists, creative briefs, and hypotheses	Usually lower than production; reports and messages use credits	Findings become inputs for briefs, references, or context files
Creation	A brief, brand and product context, exact assets, and visual references	Static ads, video ads, scripts, resized exports, and iterations	Most credit use lives here; static and video generation have different costs	Strong outputs, corrections, and winners can become references or context
Media buying	Approved creative, connected ad accounts, platform permissions, and campaign prerequisites	Manual exports, supported platform writes, performance reads, and recommendations	Ad spend is external to credits and stays under your platform account control	Performance results and recommendations guide the next research or creative brief

Autonomous does not mean unattended platform action. Ad-platform writes that can affect delivery, spend, budget, or live creative wait for approval before the gated action is sent.

The loop improves when you deliberately keep the useful parts: save durable findings as context, keep strong ads as references, and turn repeated corrections into rules.

How it works

Research & analysis

Creation

Media buying

Workspace

Automation

How Superscale works

The three stages

What each stage does

​The three stages

​What each stage does

The three stages

What each stage does