Pre-publish attention modelling

XenrexAI

Attention62%Live Scan

01 The problem

You publish and hope.

Every creator hits publish without knowing how their audience's brain will actually respond. No data. No preview. Just guesswork and a view count two days later.

02 The science

Brains are predictable.

Neuroscientists have mapped how attention rises and collapses in response to motion, faces, pacing, and emotional arc. The signals are real. The patterns are measurable.

Visual Cortex

Frame saliency, luminance shock, and motion energy scored per frame.

Neural Audio

BPM sync, voice prosody, and spectral surprise index per second.

Emotional Arc

Valence trajectory modelled to predict when viewers feel, then leave.

03 The product

XenrexAI reads it.

Drop your edit. Within seconds you get an attention curve, a composite score, platform specific hook grades, and a plain English fix list before you ever hit publish.

04 passes

Visual → Audio → Attention model → Verdict.

7 signals

Every metric a neuroscientist uses to study focus.

3 platforms

TikTok, Reels, and Shorts scored separately.

04 The result

Stop guessing.

Creators who scan before publishing fix the drop off points that kill retention. The edit at 40% completion becomes 64%. The difference is knowing where to look.

Read minds.

Before they scroll away.

What XenrexAI reads

88Neural Visual score
91Emotional Arc score
×1.27Distribution multiplier

Frame by frame. Second by second. Every signal your brain responds to.

XenrexAI models attention, arousal, emotional arc, and platform compliance. Giving you a concrete roadmap to fix your edit before it goes live.

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Scan your video

Drop your edit.XenrexAI reads it immediately.

Upload MP4 or MOV files up to 60 seconds in length.

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MP4 or MOV · up to 60 seconds · short-form content

Signal library

Every signal a brainresponds to, quantified.

Not vanity metrics. The same signals neuroscientists use to study attention, applied to your cut before an audience ever sees it.

01

Hook window

The first 1–3 seconds scored for novelty, motion, and faces. These are the exact triggers that decide whether a thumb keeps scrolling.

02

Pacing rhythm

Cut frequency and shot length mapped against arousal to find where pacing matches the emotional beat and where it fights it.

03

Face & gaze

Human faces and eye contact are the strongest attention magnets. XenrexAI tracks when they appear and when they disappear.

04

Emotional peaks

Moments of surprise, tension, humour and reward are flagged as the spikes that make a viewer's brain want to keep watching.

05

Drop-off risk

XenrexAI finds the seconds where attention is likely to collapse from flat pacing, repeated beats, or dead air.

06

Retention forecast

All signals combine into a predicted average watch time and completion rate, benchmarked against your platform and format.

Stop guessing.
Start reading.

Run your next edit through XenrexAI before you publish and see your video the way your audience's brain will.

Scan my video