Ad research that runs itself.
An AI agent that turns one product name into a ranked sheet of proven ad angles for a seven‑figure e‑commerce operation.
50% faster research workflow.
Research eats the week.
Winning on paid social starts long before the first creative is cut: someone has to trawl competitor pages and ad libraries, guess the right search terms, and judge — ad by ad — what is actually working. Done properly, that is days of skilled work per product, every single time.
For a seven‑figure e‑commerce operation launching and testing constantly, the research desk had become the bottleneck: too slow to feed the testing calendar, and dependent on one person’s judgment of what a winning ad looks like.
Product name in. Ranked winners out.
One message starts the run. The agent reads the product’s own pages, extracts pain points and claims, and generates the search terms a senior media buyer would use. It sweeps ad‑intelligence sources for live and recent ads against those terms, then scores every hit with a model built from the operation’s own definition of a winning ad. What lands in the team’s sheet is a ranked shortlist, not a wall of screenshots. Low‑confidence matches route to human review and re‑enter the run once checked — nothing drops silently.
This sheet shows the architecture, not the implementation. Tool names, prompt systems, and the winning-ad scoring criteria ship only to clients.
One command replaces the research day.
The delivered system covers the full path from request to ranked sheet: the chat trigger, page analysis, keyword generation, the ad‑intelligence sweep, scoring, and delivery into the spreadsheet the team already works in. Ad research had been a full‑time job here — cutting the workflow in half hands back roughly 80 of a researcher’s ~160 working hours every month. The keyword logic and scoring rules live in files the client’s team edits themselves, no developer required.
All of it.
The workflows, the automations, the accounts the agent runs on — everything is transferred at handover, together with detailed documentation and a video walkthrough of how to use the system. It runs on the client’s own subscriptions; we hold no keys and charge no license. If we disappeared tomorrow, the research keeps running.
Want research like this on your operation?
Thirty minutes. We look at your research and creative workflow, tell you honestly what's worth automating — and what isn't — and you leave with a map either way.