Validation

How we make sure the results are accurate.

How we build and test our synthetic population, and what published research says about the surveys it is measured against.

Audience research paper · October 2026 · FishDog

From Visual Cues to Audience Response

The science behind reading audience emotion from video: film reliably produces measurable feelings, those feelings follow cues on the screen and in the soundtrack, who is watching changes them, and a small panel's moment-by-moment response predicts a large audience. Then how TestScreen puts those findings into a system a buyer can check.

Methodology and validation · June 2026, revised October 2026 · Phillip Gales (Chief Product Officer) and Andreas Duess (CEO)

Synthetic Populations: How FishDog Builds, Calibrates, and Validates Them

How the population is built from US Census and ACS microdata, calibrated to about 1 percent average error on the census margins, and checked against prediction markets and published Gallup and Pew results. It also sets out the known limits, and what a reviewer can inspect.

Questions about the methodology?

We walk buyers through our sources, methods and validation record on every call.