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    Measurement

    Impressions / Estimated Views

    What is Impressions / Estimated Views?

    Impressions or estimated views are audience reach estimates derived from outlet traffic and placement prominence. Useful as a directional reach signal but easily inflated; pair with quality metrics like outlet tier, message pull-through, and AI citation lift. Crackle PR treats impressions as a directional-only metric — we lead client reporting with placement quality, message pull-through, and AI citation lift because impressions are the easiest number to inflate in the industry.

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