Creative autopilot

A media buyer's weekly loop on each new video ad, run on its own: pull the retention curve, watch the video second by second, find why people left, write the report, brief a new cut, plan the test.

How it works

Pull. The ad video and the platform's retention curve, from the Meta Insights API or from the Ads Manager export.
Read. A private video-reading engine, called by API, reads every second: cuts, faces, logo, speech and on-screen text.
Cross. What was on screen and in the audio at each drop of the curve. Only the points the platform provides are used; nothing is interpolated.
Deliver. A report, a variant with one change only (with a pixel certificate that nothing else changed) and a test plan with the sample size per arm. A new ad triggers a new report.

Why it fits the track

The track asks for projects that move information and work more efficiently. This one replaces a recurring manual workflow between the ad platform, a video-analysis service and the person who decides what to test next.

Project status

Under construction during the online phase of Hack Brasil (November 5–30, 2026). The engine is a black box behind a documented API contract; this repository only knows the contract. Examples used in the demo are synthetic videos with a known answer key, plus the maker's own ads.

Data and privacy

Only the maker's own ads, synthetic videos, and what a person sends are processed.
No data from third parties is collected outside official APIs.
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Code

Public repository: github.com/IgorLima-py/vesk-hack. License: PolyForm Noncommercial 1.0.0. Anyone can read, run and test the code; commercial use is not licensed.