Paid Media

Using external data to make ad spend work harder: competitor availability, pricing, and product feeds as triggers for bidding, budgets, and creative. Posts here sit at the intersection of data infrastructure and performance marketing — the parts of campaign automation that depend on knowing something your own analytics can't tell you, because it's happening on someone else's site.

Infographic showing how a competitor's out-of-stock product page triggers an automated bid increase — competitor product card with OUT OF STOCK badge on the left, signal trigger pulse in the

Paid Media

When Your Competitor Runs Out of Stock, Their Customer Is Up for Grabs

When a competitor's SKU sells out, the shopper who wanted it doesn't disappear — they go looking for a substitute. That window lasts hours, not weeks. Here's how to detect it at variant level and turn it into a bid trigger, without a six-figure retail media contract.