입찰가 시뮬레이션 가져오기

입찰 시뮬레이션에는 시뮬레이션 데이터와 시간 범위, 시뮬레이션 데이터 유형, 캠페인, 광고 그룹 또는 기준에 관한 정보가 포함됩니다. 시뮬레이션 데이터는 주어진 기간 동안 다양한 입찰가로 예측된 실적의 히스토그램을 제공하는 시뮬레이션 포인트의 시퀀스입니다. 시뮬레이션 포인트에서 제공하는 정보는 시뮬레이션 데이터 유형에 따라 다릅니다.

핵심사항: 입찰 시뮬레이션은 과거에 다른 입찰가로 동일한 조건에서 광고가 게재되었을 때의 실적을 예측하므로 기간은 항상 과거입니다.

올바른 리소스 (입찰 수준)에서 올바른 시뮬레이션 데이터 필드(시뮬레이션 데이터 유형)를 선택하여 GAQL 쿼리로 모든 입찰 시뮬레이션을 검색할 수 있습니다.

요점: 각 입찰가 수준은 지원되는 필드 값 조합의 제한된 집합과 연결됩니다. CampaignSimulation과 같은 자세한 내용은 각 리소스 유형의 문서를 참고하세요.

입찰 수준 및 리소스	SimulationType	시뮬레이션 데이터 필드	시뮬레이션 포인트 유형
광고 그룹 ad_group_simulation	CPC_BID CPV_BID TARGET_CPA TARGET_ROAS	cpc_bid_point_list.points cpv_bid_point_list.points target_cpa_point_list.points target_roas_point_list.points	CpcBidSimulationPoint CpvBidSimulationPoint TargetCpaSimulationPoint TargetRoasSimulationPoint
광고 그룹 기준 ad_group_criterion_simulation	CPC_BID	cpc_bid_point_list.points	CpcBidSimulationPoint
입찰 전략 (포트폴리오) bidding_strategy_simulation	TARGET_CPA TARGET_ROAS	target_cpa_point_list.points target_roas_point_list.points	TargetCpaSimulationPoint TargetRoasSimulationPoint
Campaign campaign_simulation	BUDGET CPC_BID TARGET_CPA TARGET_IMPRESSION_SHARE TARGET_ROAS 참고: 앱 캠페인의 경우 이 시뮬레이션 유형은 Google Ads API v16_1 이상에서 사용할 수 있습니다.	budget_point_list.points cpc_bid_point_list.points target_cpa_point_list.points target_impression_share_point_list.points target_roas_point_list.points	BudgetSimulationPoint CpcBidSimulationPoint TargetCpaSimulationPoint TargetImpressionShareSimulationPoint TargetRoasSimulationPoint

캠페인 시뮬레이션의 확장 시뮬레이션 수정 방법

캠페인 수준 시뮬레이션은 SCALING이라는 특수 시뮬레이션 수정 방법을 지원합니다. CampaignSimulation에 수정 메서드 SCALING이 있으면 모든 키워드 입찰가를 지정된 조정 수정자로 조정했을 때의 결과가 표시됩니다. 예를 들어 확장 수정자가 2.0이면 모든 키워드 입찰가가 두 배로 늘어났을 때의 결과를 보여줍니다. 자세한 내용은 입찰가, 예산, 타겟 시뮬레이터로 실적 추정하기를 참고하세요.

다음 예에서는 ID로 필터링된 지정된 광고 그룹의 기준에 사용할 수 있는 모든 CPC 입찰가 유형 시뮬레이션을 가져와 출력하는 방법을 보여줍니다.

자바

private void runExample(GoogleAdsClient googleAdsClient, long customerId, long adGroupId) {
  try (GoogleAdsServiceClient googleAdsServiceClient =
      googleAdsClient.getLatestVersion().createGoogleAdsServiceClient()) {
    // Creates a query that retrieves the ad group criterion CPC bid simulations.
    String query =
        String.format(
            "SELECT ad_group_criterion_simulation.ad_group_id, "
                + "ad_group_criterion_simulation.criterion_id, "
                + "ad_group_criterion_simulation.start_date, "
                + "ad_group_criterion_simulation.end_date, "
                + "ad_group_criterion_simulation.cpc_bid_point_list.points "
                + "FROM ad_group_criterion_simulation "
                + "WHERE ad_group_criterion_simulation.type = CPC_BID "
                + "AND ad_group_criterion_simulation.ad_group_id = %d",
            adGroupId);
    // Constructs the SearchGoogleAdsStreamRequest.
    SearchGoogleAdsStreamRequest request =
        SearchGoogleAdsStreamRequest.newBuilder()
            .setCustomerId(Long.toString(customerId))
            .setQuery(query)
            .build();

    // Issues the search stream request.
    ServerStream<SearchGoogleAdsStreamResponse> stream =
        googleAdsServiceClient.searchStreamCallable().call(request);

    // Iterates over all rows in all messages and prints the requested field values for
    // the ad group criterion CPC bid simulation in each row.
    for (SearchGoogleAdsStreamResponse response : stream) {
      for (GoogleAdsRow googleAdsRow : response.getResultsList()) {
        AdGroupCriterionSimulation simulation = googleAdsRow.getAdGroupCriterionSimulation();
        System.out.printf(
            "Found ad group criterion CPC bid simulation for ad group ID %d, "
                + "criterion ID %d, start date '%s', end date '%s', and points:%n",
            simulation.getAdGroupId(),
            simulation.getCriterionId(),
            simulation.getStartDate(),
            simulation.getEndDate());
        for (CpcBidSimulationPoint point : simulation.getCpcBidPointList().getPointsList()) {
          System.out.printf(
              "  bid: %d => clicks: %d, cost: %d, impressions: %d, "
                  + "biddable conversions: %.2f, biddable conversions value: %.2f%s",
              point.getCpcBidMicros(),
              point.getClicks(),
              point.getCostMicros(),
              point.getImpressions(),
              point.getBiddableConversions(),
              point.getBiddableConversions());
        }
      }
    }
  }
}
GetAdGroupCriterionCpcBidSimulations.java
      

C#

public void Run(GoogleAdsClient client, long customerId, long adGroupId)
{
    // Get the GoogleAdsService.
    GoogleAdsServiceClient googleAdsService =
        client.GetService(Services.V21.GoogleAdsService);

    try
    {
        // Creates a query that retrieves the ad group criterion CPC bid simulations.
        string query = $@"
            SELECT
                ad_group_criterion_simulation.ad_group_id,
                ad_group_criterion_simulation.criterion_id,
                ad_group_criterion_simulation.start_date,
                ad_group_criterion_simulation.end_date,
                ad_group_criterion_simulation.cpc_bid_point_list.points
            FROM
                ad_group_criterion_simulation
            WHERE
                ad_group_criterion_simulation.type = CPC_BID AND
                ad_group_criterion_simulation.ad_group_id = {adGroupId}";

        // Issue a search stream request.
        googleAdsService.SearchStream(customerId.ToString(), query,
            delegate (SearchGoogleAdsStreamResponse response)
            {
                // Iterates over all rows in all messages and prints the requested field
                // values for the ad group criterion CPC bid simulation in each row.
                foreach (GoogleAdsRow googleAdsRow in response.Results)
                {
                    AdGroupCriterionSimulation simulation =
                        googleAdsRow.AdGroupCriterionSimulation;

                    Console.WriteLine("Found ad group criterion CPC bid simulation for " +
                        $"ad group ID {simulation.AdGroupId}, " +
                        $"criterion ID {simulation.CriterionId}, " +
                        $"start date {simulation.StartDate}, " +
                        $"end date {simulation.EndDate}");

                    foreach (CpcBidSimulationPoint point in
                        simulation.CpcBidPointList.Points)
                    {
                        Console.WriteLine($"\tbid: {point.CpcBidMicros} => " +
                            $"clicks: {point.Clicks}, " +
                            $"cost: {point.CostMicros}, " +
                            $"impressions: {point.Impressions}, " +
                            $"biddable conversions: {point.BiddableConversions}, " +
                            "biddable conversions value: " +
                            $"{point.BiddableConversionsValue}");
                    }

                    Console.WriteLine();
                }
            }
        );
    }
GetAdGroupCriterionCpcBidSimulations.cs
      

PHP

public static function runExample(
    GoogleAdsClient $googleAdsClient,
    int $customerId,
    int $adGroupId
) {
    $googleAdsServiceClient = $googleAdsClient->getGoogleAdsServiceClient();

    // Creates a query that retrieves the ad group criterion CPC bid simulations.
    $query = sprintf(
        'SELECT ad_group_criterion_simulation.ad_group_id, ' .
        'ad_group_criterion_simulation.criterion_id, ' .
        'ad_group_criterion_simulation.start_date, ' .
        'ad_group_criterion_simulation.end_date, ' .
        'ad_group_criterion_simulation.cpc_bid_point_list.points ' .
        'FROM ad_group_criterion_simulation ' .
        'WHERE ad_group_criterion_simulation.type = CPC_BID ' .
        'AND ad_group_criterion_simulation.ad_group_id = %d',
        $adGroupId
    );

    // Issues a search stream request.
    /** @var GoogleAdsServerStreamDecorator $stream */
    $stream = $googleAdsServiceClient->searchStream(
        SearchGoogleAdsStreamRequest::build($customerId, $query)
    );

    // Iterates over all rows in all messages and prints the requested field values for
    // the ad group criterion CPC bid simulation in each row.
    foreach ($stream->iterateAllElements() as $googleAdsRow) {
        /** @var GoogleAdsRow $googleAdsRow */
        $simulation = $googleAdsRow->getAdGroupCriterionSimulation();
        printf(
            'Found ad group criterion CPC bid simulation for ad group ID %d, ' .
            'criterion ID %d, start date "%s", end date "%s", and points:%s',
            $simulation->getAdGroupId(),
            $simulation->getCriterionId(),
            $simulation->getStartDate(),
            $simulation->getEndDate(),
            PHP_EOL
        );
        foreach ($simulation->getCpcBidPointList()->getPoints() as $point) {
            /** @var CpcBidSimulationPoint $point */
            printf(
                '  bid: %d => clicks: %d, cost: %d, impressions: %d, ' .
                'biddable conversions: %.2f, biddable conversions value: %.2f%s',
                $point->getCpcBidMicros(),
                $point->getClicks(),
                $point->getCostMicros(),
                $point->getImpressions(),
                $point->getBiddableConversions(),
                $point->getBiddableConversionsValue(),
                PHP_EOL
            );
        }

        print PHP_EOL;
    }
}
GetAdGroupCriterionCpcBidSimulations.php
      

Python

def main(client: GoogleAdsClient, customer_id: str, ad_group_id: str):
    googleads_service: GoogleAdsServiceClient = client.get_service(
        "GoogleAdsService"
    )

    query = f"""
        SELECT
          ad_group_criterion_simulation.ad_group_id,
          ad_group_criterion_simulation.criterion_id,
          ad_group_criterion_simulation.start_date,
          ad_group_criterion_simulation.end_date,
          ad_group_criterion_simulation.cpc_bid_point_list.points
        FROM ad_group_criterion_simulation
        WHERE
          ad_group_criterion_simulation.type = CPC_BID
          AND ad_group_criterion_simulation.ad_group_id = {ad_group_id}"""

    # Issues a search request using streaming.
    stream: Iterable[SearchGoogleAdsStreamResponse] = (
        googleads_service.search_stream(customer_id=customer_id, query=query)
    )

    # Iterates over all rows in all messages and prints the requested field
    # values for the ad group criterion CPC bid simulation in each row.
    batch: SearchGoogleAdsStreamResponse
    for batch in stream:
        row: GoogleAdsRow
        for row in batch.results:
            simulation: AdGroupCriterionSimulation = (
                row.ad_group_criterion_simulation
            )

            print(
                "found ad group criterion CPC bid simulation for "
                f"ad group ID {simulation.ad_group_id}, "
                f"criterion ID {simulation.criterion_id}, "
                f"start date {simulation.start_date}, "
                f"end date {simulation.end_date}"
            )

            point: CpcBidSimulationPoint
            for point in simulation.cpc_bid_point_list.points:
                print(
                    f"\tbid: {point.cpc_bid_micros} => "
                    f"clicks: {point.clicks}",
                    f"cost: {point.cost_micros}, "
                    f"impressions: {point.impressions},"
                    "biddable conversions: "
                    f"{point.biddable_conversions},"
                    f"biddable conversions value: "
                    f"{point.biddable_conversions_value}",
                )

            print()
get_ad_group_criterion_cpc_bid_simulations.py
      

Ruby

def get_ad_group_criterion_cpc_bid_simulations(customer_id, ad_group_id)
  # GoogleAdsClient will read a config file from
  # ENV['HOME']/google_ads_config.rb when called without parameters
  client = Google::Ads::GoogleAds::GoogleAdsClient.new

  query = <<~QUERY
    SELECT ad_group_criterion_simulation.ad_group_id,
           ad_group_criterion_simulation.criterion_id,
           ad_group_criterion_simulation.start_date,
           ad_group_criterion_simulation.end_date,
           ad_group_criterion_simulation.cpc_bid_point_list.points
    FROM ad_group_criterion_simulation
    WHERE ad_group_criterion_simulation.type = CPC_BID 
    AND ad_group_criterion_simulation.ad_group_id = #{ad_group_id}
  QUERY

  responses = client.service.google_ads.search_stream(
    customer_id: customer_id,
    query: query,
  )

  responses.each do |response|
    response.results.each do |row|
      simulation = row.ad_group_criterion_simulation

      puts "Found ad group criterion CPC bid simulation for " \
      "ad group ID #{simulation.ad_group_id}, " \
      "criterion ID #{simulation.criterion_id}, " \
      "start date '#{simulation.start_date}', " \
      "end date '#{simulation.end_date}', and points:"

      simulation.cpc_bid_point_list.points.each do |point|
        puts "  bid: #{point.cpc_bid_micros} => " \
        "clicks: #{point.clicks}, " \
        "cost: #{point.cost_micros}, " \
        "impressions: #{point.impressions}, " \
        "biddable conversions: #{point.biddable_conversions.round(2)}, " \
        "biddable conversions value: #{point.biddable_conversions_value.round(2)}"
      end
    end
  end
end
get_ad_group_criterion_cpc_bid_simulations.rb
      

Perl

sub get_ad_group_criterion_cpc_bid_simulations {
  my ($api_client, $customer_id, $ad_group_id) = @_;

  # Create a query that retrieves the ad group criterion CPC bid simulations.
  my $search_query =
    "SELECT ad_group_criterion_simulation.ad_group_id, " .
    "ad_group_criterion_simulation.criterion_id, " .
    "ad_group_criterion_simulation.start_date, " .
    "ad_group_criterion_simulation.end_date, " .
    "ad_group_criterion_simulation.cpc_bid_point_list.points " .
    "FROM ad_group_criterion_simulation " .
    "WHERE ad_group_criterion_simulation.type = CPC_BID " .
    "AND ad_group_criterion_simulation.ad_group_id = $ad_group_id";

  my $search_stream_request =
    Google::Ads::GoogleAds::V21::Services::GoogleAdsService::SearchGoogleAdsStreamRequest
    ->new({
      customerId => $customer_id,
      query      => $search_query
    });

  # Get the GoogleAdsService.
  my $google_ads_service = $api_client->GoogleAdsService();

  my $search_stream_handler =
    Google::Ads::GoogleAds::Utils::SearchStreamHandler->new({
      service => $google_ads_service,
      request => $search_stream_request
    });

  # Issue a search stream request, iterate over all rows in all messages and
  # print the requested field values for the ad group criterion CPC bid
  # simulation in each row.
  $search_stream_handler->process_contents(
    sub {
      my $google_ads_row = shift;
      my $simulation     = $google_ads_row->{adGroupCriterionSimulation};

      printf
        "Found ad group criterion CPC bid simulation for ad group ID %d, " .
        "criterion ID %d, start date '%s', end date '%s', and points:\n",
        $simulation->{adGroupId}, $simulation->{criterionId},
        $simulation->{startDate}, $simulation->{endDate};

      foreach my $point (@{$simulation->{cpcBidPointList}{points}}) {
        printf "  bid: %d => clicks: %d, cost: %d, impressions: %d, " .
          "biddable conversions: %.2f, biddable conversions value: %.2f\n",
          $point->{cpcBidMicros},
          $point->{clicks},
          $point->{costMicros},
          $point->{impressions},
          $point->{biddableConversions},
          $point->{biddableConversionsValue};
      }
    });

  return 1;
}
get_ad_group_criterion_cpc_bid_simulations.pl