proof-matrix

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Matrix for AI tool review output quality proof, prompt inputs, example artifacts, limitations, screenshots, and claim decisions.

Proof matrix for AI tool use-case fit, buyer jobs, feature evidence, output examples, pricing limits, and review notes.

Matrix for UGC video script hook proof, caption claims, first-frame evidence, fatigue signals, and variant rotation.

Matrix for AI tool pricing source dates, plan limits, screenshot proof, claim freshness, comparison copy, and refresh decisions.

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