Predicted neural response reports for creative content

run your content through a brain first.

limbicpop runs your content through a model of the human brain and turns the predicted response into a report a marketer can act on: which seconds earn their place, whether the brand is actually seen, and what survives in a muted feed.

See what's inside Private demo · passcode required
Playback · run 8944 · 60 s video fsaverage5 · 20,484 vertices · inferno, fixed scale
Predicted cortical activation — whole-ad average
Voice · +0.42
Faces · +0.19
Distinctiveness vs brand:DemoBrand_v2026-08-17 · display trace, fixed scale T = 0:48S
20,484
Cortical vertices
~1 Hz
Predicted response rate
6
Brand-legible axes
129
Reference corpus clips
01 · Pipeline

upload to report in minutes.

UPLOAD WARM GPU SIMULATE DECODE DIAGNOSE AGGREGATE RENDER
Step 1
Upload a cut

Final or animatic, any aspect. Video, audio and speech are ingested separately.

Step 2
A brain responds

The model predicts a group-average cortical response at every timestep, on GPU.

Step 3
Decoded vs literature

The response is matched against published fMRI term maps and your brand's reference set.

Step 4
A report lands

Verdicts in one word — pop, bail, flat — with the strength of every claim printed on the claim.

02 · The report

diagnostics you can point at.

Illustrative values · every block carries its grade
Where it landsC · Diagnostic
Voice+0.42
Language+0.38
Faces+0.19
Early visual≈ −0.08
Greyed row ≈ below robustness floor — shown, never hidden
Sound offC · Ablation
61%
of the distinctive signature survives muting — what your ad still says in a silent feed.
Muted-feed ablation · per intended placement
Second-by-secondC · Diagnostic
Auditory Visual Pop Bail Speech
Among its peersC · Diagnostic
Reference Your history This cut
03 · Posture

an instrument, not an oracle.

Predicted responses are evidence, not outcomes. The product is built so the strength of every claim is visible on the claim itself — enforced in code, not in a disclaimer.

Graded claimsEvery block carries its evidence grade — A validated to H experimental — on the block itself.
Floors shownBelow-floor readings grey out and gain a ≈ — they are never hidden and never rounded up.
H · ExperimentalWeak or unvalidated methods are tagged blue, collapsed by default, and never load-bearing.
Not a forecastThese are predicted cortical footprints matched to literature — descriptive, not a validated predictor of ad performance.

see a report on your own content.

limbicpop runs as a private demo — one passcode, one GPU, minutes per asset. Bring a final cut or the animatic.

Request logged — passcodes are issued per demo
Access by passcode · issued per demo