| The field | No scanner or panel | Deep cognition, not just gaze | Outcome-validated | Built for scale |
|---|---|---|---|---|
| Lab neuromarketing
Nielsen Consumer Neuroscience, fMRI labs
|
no | yes | yes | no |
| Attention & saliency AI Neurons, Dragonfly, Expoze, Lumen, Realeyes, Tobii
|
yes | gaze only | partial | yes |
| Creative-outcome AI
System1, Zappi, Memorable, Swayable, VidMob
|
yes | non-neural | yes | yes |
| Stimulus Tridha neural
response engine
|
yes | yes | yes | yes |