From tasteless tech to master marketers.

Advancing the frontier of persuasion.

Our work

Ad Writing Arena

Frontier LLMs write a short video ad from one brief. Judges compare the scripts in blind pairs. The ratings are on the leaderboard.

The problem

Frontier models can prove theorems and write software. They still cannot tell which message a person will act on.

The questions

  • Which message will people act on? An expert often can tell. Current models still pick the ad that lost.
  • Can a model write that message? The line has to stop someone who was not looking for the ad. There is no answer key.
  • Where should the budget go? Each choice costs money. The result comes back later.
  • Can it persuade without deceiving anyone? We score whether people moved, and whether the claims are true.

Work with us

We work with labs, brands, and the people who run marketing.

For AI labs, data partners and RL builders

Partner with us

For researchers, engineers and marketers

Join us

Join us

Join us.

We are not hiring yet. We are always glad to meet people who do exceptional work. Leave your email and something you have made, and we will write to you when there is a fit.

A link to something you have built, written or shipped, and a line on why you are proud of it.

We use what you send only to consider you for a role at Conviction Labs.