Databrain Remote · Remote research
01

A neuromarketing lab in any webcam.

Gaze, facial emotion and implicit response — captured while your participant watches the stimulus from their own home. Without bringing anyone into a lab.

GazeWebcam
EmotionFacial coding
ImplicitFTR
RigorStatistical validation
session in progress · participant's webcam
From zero to results

Four steps, no lab logistics

The entire protocol runs in the participant's browser. Set up the study and share a link; the rest happens on its own.

01

Set up the study

Upload your images or videos, set the presentation order (fixed or randomized) and, if you want, enable the implicit response module.

upload → protocol
02

Share a link

Participants join from their own computer. Gaze is calibrated against their own webcam before starting — no software to install.

per-subject calibration
03

They watch the stimulus

Gaze, facial expression and, where applicable, response speed to keywords are recorded — all synced to the same timeline.

x_norm · y_norm · t_ms
04

Read the results

Heatmaps, emotion curves, attention by area of interest and statistical significance across stimuli — ready to export as a PDF.

paired t · Cohen's d
A look inside

Draw the zone, the system does the rest

Draw a rectangle over a logo, a price or a face. The system tracks it frame by frame and measures how much attention it received — only during the actual window it was on screen.

What gets measured

Four signals, one shared timeline

It's not a single number: it's the overlay of where they looked, what they felt and how fast they reacted — so you can read the stimulus from several angles at once.

Attention heatmaps

A heatmap per stimulus, weighted by participant — not by raw sample, so no one counts extra just for having a better camera or better lighting.

Moving areas of interest

Draw a rectangle over a logo, a price or a face and track the object frame by frame. Each AOI exists only within its real window — not before, not after.

Continuous facial emotion

Seven basic emotions, frame by frame, resampled to a common grid to average across participants without sampling bias.

FTR — implicit response

After the stimulus, timed words answered YES/NO. Speed is the signal: fast reveals automatic association, slow reveals rationalization.

Significance across stimuli

Paired t-test per emotion and per attention, with multiple-comparison correction and effect size — same stimulus, same subject, a clean comparison.

Report with interpretation

A PDF with tables, statistical significance and a supporting read generated from the results — it does not replace a specialist's analysis.

Why trust this

Lab rigor, without pretending to be a lab

  • 01

    Every number has an owner

    Metrics are averaged per participant before per sample — a subject with more detected frames doesn't weigh more than one with fewer.

  • 02

    Gaps are shown, not disguised

    If a participant lost tracking quality, they are excluded and the count is reported — never backfilled with an artificial average.

  • 03

    Multiple comparisons, corrected

    When several stimuli are compared at once, the false discovery rate is adjusted — not just the raw p-value.

  • 04

    Effect size, always visible

    Significance alone isn't enough: every comparison also reports how large the difference is, not just whether it's "significant".

Limits, out loud

This is not a hardware eye tracker. It's an ordinary webcam, calibrated per subject in the browser. The precision is enough to read directional trend — which general zone the gaze went to — not pixel-precise fixation.

That's why every result is delivered with its context: how many participants, how many were left out for signal quality, and from which device. Honesty about the method is part of the method.

~4°reported angular error for webcam eye tracking in the lab
7basic emotions, frame by frame
2axes: gaze and response speed, one shared timeline
Get started

Your next study doesn't need a mirrored room.

Build the protocol, send the link, and watch results accumulate in real time — with the same statistical rigor as an in-person lab.