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About simulations

Beta feature

Simulation reports show the estimated marginal cost-to-objective value, cost, number of clicks, and objective value that you can expect for a portfolio at various levels of spending (cost) and the corresponding daily budgets or other targets. You can optionally customize the view to see additional traffic metrics, simulation settings, and only a specific simulation type (Weekly or Custom).

Types of simulations

  • Automated weekly simulations: Simulation reports are run automatically each week using the current portfolio settings. Automated weekly simulations are available only for periods in which the portfolio is optimized or active.

    Each downloaded weekly simulation consists of one workbook. Each workbook includes the target for each of 20 step levels and the projected cost, clicks, weighted revenue (objective value), and conversion metrics included in the objective, based on the corresponding target. For the first 20 data rows, constraints weren’t applied; for the remaining data rows, constraints were applied.

  • Custom, user-generated simulations: You can create a custom simulation report for a single optimized or active portfolio using the current portfolio settings or using custom portfolio settings to see the results that those settings would produce without actually changing them. For example, you could create a custom simulation to see the effect of using a different spending strategy or learning budget. You can view estimated performance at the portfolio, campaign, bid unit, and device levels. Custom simulations inherit the constraints spending setting from the portfolio.

    note note
    NOTE
    The new custom simulation form uses the same settings as the legacy form, except that it inherits the bid unit constraints information from the portfolio settings. You don’t have the option to ignore bid unit constraints, like you did in the old custom simulation settings page.

    Each downloaded custom simulation consists of one workbook. Each workbook includes one worksheet for each specified entity level of simulation (portfolios, campaigns, ad groups, bid units) when data is available for that level. When you specify device-level data, each worksheet includes a Device column. Each worksheet includes one row with data for each applicable entity and (when specified for the report) and device type for each of 20 steps (for example, one row per campaign). The data in each row includes the projected marginal cost-to-revenue, cost, clicks, weighted revenue (objective value), the device type, and conversion metrics included in the objective, based on the corresponding target. The portfolio-level worksheet also includes the target for the step levels, and the entity-level worksheet includes the ad network, account, campaign, and (when applicable) the ad group.

The Simulations view

The Simulations view lists weekly simulations and custom simulations. Administrator and some other user types can see custom simulations created by other users. All other users can see only the custom simulations they create.

The data table includes the progress of each simulation; a Target Midpoint column populated for each row; and columns for cost/impression/click/objective value predictions, actual values, and accuracy. You can optionally add additional custom columns (including lift metrics, such as actual objective value divided by cost).

Available actions simulations-actions

  • Customize the view to include additional metrics, including the estimated impressions; the actual cost, clicks, impressions, and objective value; the cost-to-objective value; the cost accuracy, click accuracy, and objective value accuracy; and the difference (delta) between the predicted and actual objective value and cost-to-objective value. You can also include columns for most of the simulation settings and the simulation type (Custom or Weekly).

  • Generate or rerun a custom simulation for a single portfolio. You can either create a new simulation or regenerate an existing simulation in the list.

  • Download weekly and custom simulations as Microsoft Excel workbooks in ZIP files.

  • Using the Spend Planner button, open the legacy Spend Recommendation tool, which helps you to identify the optimal spend distribution across portfolios.

Best practices

Monitor simulation reports in the following situations:

  • Before you launch a portfolio to estimate the performance you can expect with the corresponding portfolio settings; use at least two weeks of data. If the simulation results indicate lower performance than you would expect based on historical data for the included campaigns, investigate and resolve the issues before launching the portfolio.

  • After any major change to a portfolio, such as adding a campaign or changing the objective. If you make changes to the portfolio’s modeling start date, the weight of a conversion metric, or the click value of an objective, then wait until after 17:00 PST the next day to run the simulation, when updated cost and revenue models are available.

  • Periodically to monitor performance trends at the conversion metric level.

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