AI video retention analysis

    SEE WHERE ATTENTION HOLDS BEFORE YOU PUBLISH.

    Every video creates an attention curve. eval analyzes the creative forces shaping that curve while there is still time to strengthen the work.

    Creative assessment
    Predicted analysis

    Your video

    A story that earns the next second.

    Ready for a creative read

    Read the why

    Entertainment Value

    Hook strengthEarn the opening

    Strong enough to invite a second look

    Predicted retentionCarry attention

    Read the creative structure, not viewer behavior

    Creative opportunityKnow what to change

    A clear next question for the edit

    The curve before the crowd

    Attention leaves clues.

    A slow opening. A promise that takes too long to arrive. A character worth following. A turn nobody saw coming.

    eval reads those signals across the full piece and turns them into a predicted view of how effectively the work is built to hold attention.

    01

    Hook Strength

    Does the opening give people a reason to continue?

    02

    Predicted Retention

    How effectively is the full piece built to keep an audience with it?

    03

    Attention Curve

    Where does momentum rise, hold or drift across the experience?

    04

    Pacing & Flow

    Does the rhythm of the story keep creating forward movement?

    The creative forces behind retention

    Retention is a creative outcome.

    People stay because something keeps earning their attention.

    A question opens. Stakes rise. Character deepens. Emotion builds. The story moves somewhere worth following.

    eval examines those forces through the Nine Dimensions of Entertainment Value.

    Explore the Nine Dimensions →
    01

    Narrative Arc

    Story structure and progression

    02

    Character

    Someone or something the audience invests in

    03

    Voice

    The writing itself — script, messaging, memorable lines

    04

    Emotional Resonance

    Emotional connection strength

    05

    Stakes

    Tension, risk, and what's at stake

    06

    Unexpectedness

    Unexpected moments and joy

    07

    Pacing & Flow

    Content rhythm and timing

    08

    Craft & Polish

    Production quality and execution

    09

    Cultural Relevance

    Audience connection and context

    Beyond the curve

    See the story around the score.

    Retention is one signal inside a larger creative experience. eval also reveals how the content connects with its audience, fits its platform, occupies a distinctive position, rewards continued attention and creates a reason to return.

    1

    Audience

    Who is most likely to care, and what gives them a reason?

    2

    Platform

    How naturally does the work fit the place it will appear?

    3

    Positioning

    What makes the content and its point of view distinct?

    4

    Watchability

    What keeps the experience compelling from beginning to end?

    5

    Return Value

    What gives people a reason to rewatch, share or come back for more?

    From signal to action

    Know what to strengthen.

    eval turns the analysis into specific creative opportunities. See what is working, what is leaving value on the table and where the next edit can make the greatest difference.

    01. Upload your content

    Analyze a finished video, rough cut, script or written piece.

    02. Get the full read

    See hook strength, predicted retention, the attention curve, nine creative dimensions and Strategic Insights.

    03. Strengthen the work

    Use specific opportunities to sharpen the story before production, before publishing or while the content is already live.

    Prediction before publication. Evidence after it.

    eval analyzes how the creative itself is built to hold attention. Platform analytics show how a real audience behaved after release. Together, they give creators and teams a fuller understanding of the work.

    Predicted retention is a creative assessment, not a guarantee of future audience behavior. Distribution, title, thumbnail, audience fit and platform conditions also shape performance.

    Keep exploring the creative forces that make content worth watching.

    Questions, answered

    About the assessment.

    What is video retention analysis?+

    Video retention analysis examines how effectively a video is built to keep people watching. eval looks at the creative signals that shape attention, including the hook, narrative progression, stakes, character, pacing and payoff.

    Can AI predict video retention before publishing?+

    AI can analyze creative patterns associated with attention and produce a predicted retention assessment before publication. The result is a directional creative tool, not a guarantee of how a real audience will behave.

    How is eval different from YouTube audience retention?+

    YouTube audience retention reports what actual viewers did after a video was published. eval analyzes the creative itself and can be used before production, during an edit or after release.

    Can eval analyze more than YouTube videos?+

    Yes. eval can analyze brand films, social videos, documentaries, advertisements, creator content, scripts and other written material across platforms.

    What does eval include beyond retention?+

    Every report includes an Entertainment Value score, nine creative-dimension breakdowns, Strategic Insights and specific opportunities to strengthen the work.

    Before the views. Before the drop-offs. Before you publish.

    Find out if your video is built to hold attention.