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    GrowthAsist Content Authenticity Engine

    Does Your LinkedIn Post
    Sound Like AI Slop?

    0 words•0 characters•~5s read time
    Try an example:

    The 5-Part Framework to Guarantee Authenticity

    Before you publish any LinkedIn post, score it against these 5 human-tested principles:

    Test #1

    “Could Anyone Have Written This?”

    Remove your name from the post. If 1,000 other founders in your niche could post the exact same lines without changing a word, it is generic slop.

    Test #2

    The Specificity Test

    AI naturally gravitates toward abstractions (e.g. “optimize leverage”). Humans use concrete numbers, timeframes, tool names, and dollar figures.

    Test #3

    “Would I Say This Out Loud?”

    Read your post aloud. If you wouldn't say it to a peer sitting across a table over coffee, rewrite it until it sounds conversational.

    Test #4

    The Opinion Test

    AI loves safe, balanced statements. Humans take bold, defensible stances. Ask yourself: “What do I believe here that another smart founder might disagree with?”

    Test #5

    The Evidence of Life Test

    Every top-performing post contains at least one piece of evidence that you lived it: a customer quote, an uncomfortable realization, a project that failed, or a concrete metric you tracked.

    Frequently Asked Questions

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