The map behind everything we publish.

Facebook and Instagram advertising, now largely automated except for creative.

Short-form video advertising where native-feeling creative wins outright.

Search, Shopping, Demand Gen and Performance Max, all fed by your product data.

Meta's automation layer that collapsed targeting into a creative contest.

Ads assembled per-shopper from your catalog instead of hand-built per SKU.

The predictable decay of an ad's performance as frequency climbs.

Diffusion and transformer models producing product-accurate stills.

Model-generated motion for feeds that reward video.

The rules deciding which ad gets credit for a sale.

The revenue that only happened because of the ad.

Creator-style content that reads as native rather than advertising.

Turning thin SKU rows into ad-ready imagery, copy and attributes.

A disciplined loop for finding which angles deserve budget.

Generating on-brand ad variants programmatically instead of by hand.

Reading performance at the element level, not the ad level.

The system that moves a brief to a live ad without heroics.

Revenue divided by ad spend — the headline efficiency number.

Clicks per impression — the fastest read on whether creative lands.

The auction price of a thousand impressions.

What one conversion costs you, all-in.

The margin a customer contributes over their whole relationship.

Share of impressions that survive the first three seconds.

The structured product file every automated ad product reads from.

Your SKU inventory as the ad platforms see it.

Machine-readable rules that keep generated creative on-brand.

The frame shape and safe zones each placement demands.

The store platform most ecommerce catalogs live on.

Where catalogs, feeds and shops are administered.