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The data count looks low / how is data collected?

Data collection rules vary by channel. MD-sourced channels (e.g., Olive Young) are collected exhaustively. Open marketplaces (e.g., Amazon) are collected based on the top 100 bestsellers.

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Written by Sarah

Short answer: Data collection rules vary by channel. MD-sourced channels (e.g., Olive Young) are collected exhaustively across the category. Open marketplaces (e.g., Amazon) are collected based on the top 100 bestsellers.


Collection methodology by channel type

Channel type

Examples

Collection rule

MD-sourced channels

Olive Young, etc.

Exhaustive within category

Open marketplaces

Amazon, etc.

Top 100 bestsellers

When verification is needed

If a count looks significantly different from what you expected, email [email protected] with: channel 路 category 路 time range 路 comparison URL (if applicable).

Common follow-up questions

Why do item counts differ so much across channels for the same category?
MD-sourced channels capture all items, while open marketplaces capture only the top 100. Channels also use different category taxonomies.

The lower count makes me worried about analysis reliability
The top 100 on open marketplaces accounts for the majority of category sales and review activity. Trend consistency and signal direction matter more than raw count.


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