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How does the algorithms analyze data?

Learn how does the algorithms analyze data.

Updated over 4 months ago

On most algorithms pages, the Settings tab contains parameters that control the start and end date to aggregate, analyze, and evaluate advertising performance.

rules_settings

Days of recent data to ignore

  • This parameter controls the end date.

  • If today is 31-Jan, and you set this value to 2 days, the end date will be 29-Jan.

  • The presets for most algorithms are 1-2 days.

  • If you want to change the preset value, consider these first:

    • When a shopper clicks on an ad and purchases a few days later, the sale attribution will only show up later.

    • Additionally, advertising data can occasionally be delayed for up to 72 hours.

    • Factor sales attribution and data latency to exclude days with a very high % of incomplete data.

    • Most sales happen within a few hours after a shopper clicks on an ad.

    • There is generally enough data after 24 hours to evaluate performance.

Days to analyze (Up to 90 days)

  • This parameter determines the start date.

  • If the end date is 29-Jan, and you set this value to 3 days, the start date will be 27-Jan.

  • When an algorithm runs, it will analyze 3 days of advertising data from 27-Jan to 29-Jan.

  • Having a shorter period enables better adaptability to changes:

    • Analyzes recent data, factoring recent changes, such as changes in bid, placement, price, conversion, and seasonality.

    • Ideal for high-traffic accounts.

  • Having a more prolonged period enables decision-making with more historical data:

    • Lesser occurrence of making incorrect optimization due to unsustainable performance (Etc. keywords with 1 click and 100% conversion)

    • Ideal for low-traffic accounts.

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