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📊 Empirical Data Analysis

Historical Low Pricing Audits

90-Day Baseline Validation

A deal is only as good as its historical benchmark. Rather than relying on manufacturer claims, ExtraVaul evaluates each product’s trailing 90-day price trend line across authorized US retailer databases before spotlighting it to our community.

1. The 90-Day Moving Average Principle

For every curated item in categories such as Smart Kitchen, Premium Audio, and Seasonal Tech, we calculate a rolling 90-day median price. An offer only receives our "Verified Drop" badge if its promotional price drops at least 15% below this historical median.

2. Historical Low vs. Event Inflation

During peak promotional calendars (such as Prime Big Deal Days and Black Friday), third-party marketplace merchants frequently fluctuate unit rates. Our audit team checks historical records to verify whether an advertised discount represents an all-time low or merely a standard seasonal cyclic dip.

3. Bundle & Pack Pricing Integrity

In categories like cosmetics, holiday fragrances, and home goods, retailers often create festive bundles that mask per-unit price increases. We decompose multi-item packs into individual unit values, ensuring that readers receive genuine volume savings.

Audit Transparency:

If an item's promotional price matches previous low records but does not surpass them, we transparently classify it as "Standard Seasonal Low" rather than "Historic All-Time Record."

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