Belirli İşlem Gerçekleştiren Ziyaretçiler

Kitle listenizi, web sitenizde belirli işlemler gerçekleştiren kullanıcılarla doldurabilirsiniz. Dönüşüm izleme özelliğini kullanıyorsanız reklamlarla, web sitenizde daha önce bir dönüşüm (satın alma gibi) tetikleyen kullanıcıları hedefleyebilirsiniz.

Ayrıca, web sitenizde dönüşüm olarak değerlendirmediğiniz belirli bir işlem gerçekleştiren kullanıcıları hedefleyebilirsiniz (ör. bir kullanıcının alışveriş sepetine ürün eklemesi ancak satın alma işlemi gerçekleştirmeden bu ürünü silmesi).

Ön koşullar

Kitle segmentleri oluşturmak ve hedeflemek için öncelikle:

1. İlgi alanına ve yere dayalı reklamcılığa ilişkin politikayı inceleyin. Kullanıcılarla ilgili hassas bilgiler kitle oluşturmak için kullanılamaz.

2. Google etiketinizi ayarlayın.

   Mobil uygulama davranışına dayalı kullanıcı listeleri oluşturmak isteyen reklamverenler, uygulama içi davranışı izlemek için Firebase SDK'sını uygulamalı veya üçüncü taraf SDK'larla çalışmalıdır.

1. Dönüşüm izlemeyi kurun. Dönüşüm yönetimi Başlangıç kılavuzundaki talimatları uygulayın. Ardından web sitenize Google etiketini yükleyin.

Google etiketini alma

Tüm Google Ads hesaplarında, hesap açıldığında otomatik olarak oluşturulan tam olarak bir hesap düzeyinde Google etiketi bulunur.

Google etiketini, Yardım Merkezi'ndeki talimatları uygulayarak Google Ads kullanıcı arayüzünde veya RemarketingAction oluşturduktan sonra remarketing_action kaynağını kullanarak GoogleAdsService.searchStream isteği göndererek Google Ads API'de alabilirsiniz:

SELECT
  remarketing_action.id,
  remarketing_action.name,
  remarketing_action.tag_snippets
FROM remarketing_action
WHERE remarketing_action.resource_name = 'REMARKETING_ACTION_RESOURCE_NAME'

Google etiketini web sitenize veya uygulamanıza yükleme

Sonraki adım, Google etiketinizi sitenizin tüm sayfalarına yüklemektir. Google etiketini sitenize veya mobil uygulamanıza ekleme hakkında daha fazla bilgi edinin.

Yalnızca ziyaret edilen sayfa URL'lerine göre kitle segmentleri oluşturmayı planlıyorsanız Google etiketinizde herhangi bir düzenleme yapmanız gerekmez. Özel parametreler kullanıyorsanız Etiketleme ve yeniden pazarlama listeleri oluşturmayla ilgili gelişmiş stratejiler bölümünde ayrıntılı olarak açıklandığı gibi etiketinizi bunları içerecek şekilde düzenlemeniz gerekir.

Etiket yüklemenizi doğrulamak için Google Tag Assistant'ı kullanabilirsiniz.

Yerleşik Google etiketi parametreleri

Web sitenizi ziyaret edenler örneğinde gösterildiği gibi, kullanıcıların web sitenizde ziyaret ettiği URL'leri temel alarak bir kullanıcı listesini hedeflemek için yerleşik yeniden pazarlama parametresini url__ kullanabilirsiniz.

Özel Google etiketi parametreleri

Daha özelleştirilmiş kullanıcı listeleri oluşturmak için Google etiketinize özel Google etiketi parametreleri ekleyebilirsiniz.

Kendi özel parametrelerinizi oluşturmadan önce, kullanım alanınıza uygun bir önceden tanımlanmış parametre olup olmadığını görmek için önceden tanımlanmış parametreler listesine göz atın. Önceden tanımlanmış parametreleri kullanmak, diğer Google Ads yeniden pazarlama özellikleriyle entegrasyonu kolaylaştırır.

Kullanıcı listesini oluşturma

Belirli işlemleri gerçekleştiren ziyaretçileri hedeflemek için UserList öğesinin basic_user_list alanını, hedeflediğiniz işlemlere (dönüşümler veya dönüşüm dışı işlemler) referanslar içeren bir BasicUserListInfo nesnesi ile ayarlamanız gerekir.

Dönüşüm ve dönüşüm dışı işlemlerin bir kombinasyonuna göre kullanıcıları hedeflediğiniz örnek bir senaryoyu adım adım açıklamalı olarak görmek için Örnek senaryo başlıklı makaleyi inceleyin.

Dönüşüm tetikleyen ziyaretçiler

Temel kullanıcı listesi, üyeliğini web sitenizde bir veya daha fazla dönüşüm işlemi tetikleyen kişiler olarak tanımlar. Temel bir kullanıcı listesi oluşturduğunuzda ConversionAction kaynağının adını bir UserListActionInfo nesnesine sağlarsınız. Bu nesne, nihayetinde UserList nesnesine iletilir.

Aşağıdaki örnekte, iki mevcut dönüşüm işlemiyle ilişkili temel bir kullanıcı listesi oluşturulmaktadır:

Java

private void runExample(
    GoogleAdsClient googleAdsClient, long customerId, List<Long> conversionActionIds) {
  List<UserListActionInfo> userListActionInfoList = new ArrayList<>();
  for (long conversionActionId : conversionActionIds) {
    // Creates the UserListActionInfo object for a given conversion action. This specifies the
    // conversion action that, when triggered, will cause a user to be added to a UserList.
    UserListActionInfo userListActionInfo =
        UserListActionInfo.newBuilder()
            .setConversionAction(ResourceNames.conversionAction(customerId, conversionActionId))
            .build();
    userListActionInfoList.add(userListActionInfo);
  }

  // Creates a basic user list info object with all of the conversion actions.
  BasicUserListInfo basicUserListInfo =
      BasicUserListInfo.newBuilder().addAllActions(userListActionInfoList).build();

  // Creates the basic user list.
  UserList basicUserList =
      UserList.newBuilder()
          .setName("Example BasicUserList #" + getPrintableDateTime())
          .setDescription("A list of people who have triggered one or more conversion actions")
          .setMembershipLifeSpan(365)
          .setBasicUserList(basicUserListInfo)
          .setMembershipStatus(UserListMembershipStatus.OPEN)
          .build();

  // Creates the operation.
  UserListOperation operation = UserListOperation.newBuilder().setCreate(basicUserList).build();

  // Creates the service client.
  try (UserListServiceClient userListServiceClient =
      googleAdsClient.getLatestVersion().createUserListServiceClient()) {
    // Adds the basic user list.
    MutateUserListsResponse response =
        userListServiceClient.mutateUserLists(
            Long.toString(customerId), ImmutableList.of(operation));
    // Prints the results.
    System.out.printf(
        "Created basic user list with resource name '%s'.%n",
        response.getResults(0).getResourceName());
  }
}
AddConversionBasedUserList.java
      

C#

public void Run(GoogleAdsClient client, long customerId, long[] conversionActionIds)
{
    // Creates the service client.
    UserListServiceClient userListServiceClient =
        client.GetService(Services.V18.UserListService);

    List<UserListActionInfo> userListActionInfoList = new List<UserListActionInfo>();
    foreach (long conversionActionId in conversionActionIds)
    {
        // Creates the UserListActionInfo object for a given conversion action. This
        // specifies the conversion action that, when triggered, will cause a user to be
        // added to a UserList.
        userListActionInfoList.Add(new UserListActionInfo
        {
            ConversionAction =
                ResourceNames.ConversionAction(customerId, conversionActionId)
        });
    }

    // Creates a basic user list info object with all of the conversion actions.
    BasicUserListInfo basicUserListInfo = new BasicUserListInfo();
    basicUserListInfo.Actions.Add(userListActionInfoList);

    // Creates the basic user list.
    UserList basicUserList = new UserList
    {
        Name = $"Example BasicUserList #{ExampleUtilities.GetShortRandomString()}",
        Description = "A list of people who have triggered one or more conversion actions",
        MembershipLifeSpan = 365L,
        BasicUserList = basicUserListInfo,
        MembershipStatus = UserListMembershipStatus.Open
    };

    // Creates the operation.
    UserListOperation operation = new UserListOperation
    {
        Create = basicUserList
    };

    try
    {
        // Adds the new user list.
        MutateUserListsResponse response = userListServiceClient.MutateUserLists
            (customerId.ToString(), new[] { operation });

        // Prints the result.
        Console.WriteLine("Created basic user list with resource name: " +
            $"{response.Results.First().ResourceName}");
    }
    catch (GoogleAdsException e)
    {
        Console.WriteLine("Failure:");
        Console.WriteLine($"Message: {e.Message}");
        Console.WriteLine($"Failure: {e.Failure}");
        Console.WriteLine($"Request ID: {e.RequestId}");
        throw;
    }
}
AddConversionBasedUserList.cs
      

PHP

public static function runExample(
    GoogleAdsClient $googleAdsClient,
    int $customerId,
    array $conversionActionIds
) {
    $userListActionInfoList = [];
    foreach ($conversionActionIds as $conversionActionId) {
        // Creates the UserListActionInfo object for a given conversion action. This specifies
        // the conversion action that, when triggered, will cause a user to be added to a
        // UserList.
        $userListActionInfoList[] = new UserListActionInfo([
            'conversion_action' => ResourceNames::forConversionAction(
                $customerId,
                $conversionActionId
            )
        ]);
    }

    // Creates a basic user list info object with all of the conversion actions.
    $basicUserListInfo = new BasicUserListInfo(['actions' => $userListActionInfoList]);

    // Creates the basic user list.
    $basicUserList = new UserList([
        'name' => 'Example BasicUserList #' . Helper::getPrintableDatetime(),
        'description' => 'A list of people who have triggered one or more conversion actions',
        'membership_status' => UserListMembershipStatus::OPEN,
        'membership_life_span' => 365,
        'basic_user_list' => $basicUserListInfo
    ]);

    // Creates the operation.
    $operation = new UserListOperation();
    $operation->setCreate($basicUserList);

    // Issues a mutate request to add the user list and prints some information.
    $userListServiceClient = $googleAdsClient->getUserListServiceClient();
    $response = $userListServiceClient->mutateUserLists(
        MutateUserListsRequest::build($customerId, [$operation])
    );
    printf(
        "Created basic user list with resource name '%s'.%s",
        $response->getResults()[0]->getResourceName(),
        PHP_EOL
    );
}
AddConversionBasedUserList.php
      

Python

def main(client, customer_id, conversion_action_ids):
    """Creates a combination user list.

    Args:
        client: The Google Ads client.
        customer_id: The customer ID for which to add the user list.
        conversion_action_ids: The IDs of the conversion actions for the basic
            user list.
    """
    # Get the UserListService and ConversionActionService clients.
    user_list_service = client.get_service("UserListService")
    conversion_action_service = client.get_service("ConversionActionService")

    # Create a list of UserListActionInfo objects for the given conversion
    # actions. These specify the conversion actions that, when triggered, will
    # cause a user to be added to a UserList.
    user_list_action_info_list = []
    for conversion_action_id in conversion_action_ids:
        user_list_action_info = client.get_type("UserListActionInfo")
        user_list_action_info.conversion_action = (
            conversion_action_service.conversion_action_path(
                customer_id, conversion_action_id
            )
        )
        user_list_action_info_list.append(user_list_action_info)

    # Create a UserListOperation and populate the UserList.
    user_list_operation = client.get_type("UserListOperation")
    user_list = user_list_operation.create
    user_list.name = f"Example BasicUserList #{uuid4()}"
    user_list.description = (
        "A list of people who have triggered one or more conversion actions"
    )
    user_list.membership_status = client.enums.UserListMembershipStatusEnum.OPEN
    user_list.membership_life_span = 365
    # The basic user list info object contains the conversion action info.
    user_list.basic_user_list.actions.extend(user_list_action_info_list)

    # Issue a mutate request to add the user list, then print the results.
    response = user_list_service.mutate_user_lists(
        customer_id=customer_id, operations=[user_list_operation]
    )
    print(
        "Created basic user list with resource name "
        f"'{response.results[0].resource_name}.'"
    )
add_conversion_based_user_list.py
      

Ruby

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

  # Creates the basic user list.
  operation = client.operation.create_resource.user_list do |u|
    u.name = "Example BasicUserList ##{(Time.new.to_f * 100).to_i}"
    u.description = "A list of people who have triggered one or more conversion actions"
    u.membership_status = :OPEN
    u.membership_life_span = 365
    # Creates a basic user list info object with all of the conversion actions.
    u.basic_user_list = client.resource.basic_user_list_info do |info|
      conversion_action_ids.each do |conversion_action_id|
        # Creates the UserListActionInfo object for a given conversion action.
        # This specifies the conversion action that, when triggered, will cause a
        # user to be added to a user_list.
        info.actions << client.resource.user_list_action_info do |action|
          action.conversion_action =
            client.path.conversion_action(customer_id, conversion_action_id)
        end
      end
    end
  end

  # Issues a mutate request to add the user list and prints some information.
  response = client.service.user_list.mutate_user_lists(
    customer_id: customer_id,
    operations: [operation],
  )

  puts "Created basic user list with resource name " \
    "#{response.results.first.resource_name}"
end
add_conversion_based_user_list.rb
      

Perl

sub add_conversion_based_user_list {
  my ($api_client, $customer_id, $conversion_action_ids) = @_;

  my $user_list_action_info_list = [];
  foreach my $conversion_action_id (@$conversion_action_ids) {
    # Create the UserListActionInfo object for a given conversion action. This
    # specifies the conversion action that, when triggered, will cause a user to
    # be added to a UserList.
    push @$user_list_action_info_list,
      Google::Ads::GoogleAds::V18::Common::UserListActionInfo->new({
        conversionAction =>
          Google::Ads::GoogleAds::V18::Utils::ResourceNames::conversion_action(
          $customer_id, $conversion_action_id
          )});
  }

  # Create a basic user list info object with all of the conversion actions.
  my $basic_user_list_info =
    Google::Ads::GoogleAds::V18::Common::BasicUserListInfo->new({
      actions => $user_list_action_info_list
    });

  # Create the basic user list.
  my $basic_user_list = Google::Ads::GoogleAds::V18::Resources::UserList->new({
    name        => "Example BasicUserList #" . uniqid(),
    description =>
      "A list of people who have triggered one or more conversion actions",
    membershipStatus   => OPEN,
    membershipLifeSpan => 365,
    basicUserList      => $basic_user_list_info
  });

  # Create the operation.
  my $user_list_operation =
    Google::Ads::GoogleAds::V18::Services::UserListService::UserListOperation->
    new({
      create => $basic_user_list
    });

  # Issue a mutate request to add the user list and print some information.
  my $user_lists_response = $api_client->UserListService()->mutate({
      customerId => $customer_id,
      operations => [$user_list_operation]});

  printf
    "Created basic user list with resource name '%s'.\n",
    $user_lists_response->{results}[0]{resourceName};

  return 1;
}
add_conversion_based_user_list.pl
      

Dönüşüm olmayan işlemler gerçekleştiren ziyaretçiler

Web sitenizde ConversionAction yerine RemarketingAction ile ilişkilendirerek dönüşüm olarak kabul etmediğiniz işlemleri gerçekleştiren kullanıcılar için temel bir kullanıcı listesi oluşturabilirsiniz.

Önemli Nokta: Google Ads kullanıcı arayüzünün Dönüşümler bölümünde RemarketingAction görünmez. Durumu her zaman HIDDEN olarak ayarlanır ve değiştirilemez.

Listeyi alma

Kullanıcı listenizi almak için user_list kaynağına aşağıdaki Google Ads sorgu dili sorgusunu gönderebilirsiniz.

SELECT
  user_list.name,
  user_list.membership_status,
  user_list.membership_life_span
FROM user_list
WHERE
  user_list.resource_name = 'USER_LIST_RESOURCE_NAME'

Listeyi hedefleme

Kitle segmentiniz oluşturulduktan sonraki adım, bu segmenti hedeflemektir.

Kitle segmenti hedefleme kuralları

1. Pozitif (teklif verilebilir) kullanıcı listeleri aynı anda hem kampanya düzeyinde hem de reklam grubu düzeyinde ayarlanamaz. Kampanya için pozitif kullanıcı listesi belirlenebilmesi için pozitif kullanıcı listesi ölçütleri, kampanyadaki tüm reklam gruplarından kaldırılmalıdır.

2. Kullanıcı listesine göre pozitif hedefleme yalnızca Arama Ağı kampanyalarında desteklenir. Görüntülü Reklam Ağı kampanyalarında, user_list değerini ayarlayan CampaignCriterion hariç tutulmalıdır.

3. Arama Ağı ve Alışveriş kampanyalarında, kullanıcı listesi hedefleri aşağıdaki alanların ayarlanmasını desteklemez:

   • url_custom_parameters
   • tracking_url_template
   • final_urls
   • final_mobile_urls

Reklamları kullanıcı listenize hedefleme

Bu süreç, API'deki diğer hedefleme ölçütlerine benzer. Aşağıdaki kodda, bir reklam grubundaki reklamları bir kullanıcı listesine göre hedeflemek için AdGroupCriterion parametresini nasıl kullanabileceğiniz gösterilmektedir:

İpucu: Bir kullanıcı listesini hariç tutmak için AdGroupCriterion.negative alanını true olarak ayarlayın.

Java

private String targetAdsInAdGroupToUserList(
    GoogleAdsClient googleAdsClient, long customerId, long adGroupId, String userList) {
  // Creates the ad group criterion targeting members of the user list.
  AdGroupCriterion adGroupCriterion =
      AdGroupCriterion.newBuilder()
          .setAdGroup(ResourceNames.adGroup(customerId, adGroupId))
          .setUserList(UserListInfo.newBuilder().setUserList(userList).build())
          .build();

  // Creates the operation.
  AdGroupCriterionOperation operation =
      AdGroupCriterionOperation.newBuilder().setCreate(adGroupCriterion).build();

  // Creates the ad group criterion service.
  try (AdGroupCriterionServiceClient adGroupCriterionServiceClient =
      googleAdsClient.getLatestVersion().createAdGroupCriterionServiceClient()) {
    // Adds the ad group criterion.
    MutateAdGroupCriteriaResponse response =
        adGroupCriterionServiceClient.mutateAdGroupCriteria(
            Long.toString(customerId), ImmutableList.of(operation));
    // Gets and prints the results.
    String adGroupCriterionResourceName = response.getResults(0).getResourceName();
    System.out.printf(
        "Successfully created ad group criterion with resource name '%s' "
            + "targeting user list with resource name '%s' with ad group with ID %d.%n",
        adGroupCriterionResourceName, userList, adGroupId);
    return adGroupCriterionResourceName;
  }
}
SetUpRemarketing.java
      

C#

private string TargetAdsInAdGroupToUserList(
    GoogleAdsClient client, long customerId, long adGroupId, string userListResourceName)
{
    // Get the AdGroupCriterionService client.
    AdGroupCriterionServiceClient adGroupCriterionServiceClient = client.GetService
        (Services.V18.AdGroupCriterionService);

    // Create the ad group criterion targeting members of the user list.
    AdGroupCriterion adGroupCriterion = new AdGroupCriterion
    {
        AdGroup = ResourceNames.AdGroup(customerId, adGroupId),
        UserList = new UserListInfo
        {
            UserList = userListResourceName
        }
    };

    // Create the operation.
    AdGroupCriterionOperation adGroupCriterionOperation = new AdGroupCriterionOperation
    {
        Create = adGroupCriterion
    };

    // Add the ad group criterion, then print and return the new criterion's resource name.
    MutateAdGroupCriteriaResponse mutateAdGroupCriteriaResponse =
        adGroupCriterionServiceClient.MutateAdGroupCriteria(customerId.ToString(),
            new[] { adGroupCriterionOperation });

    string adGroupCriterionResourceName =
        mutateAdGroupCriteriaResponse.Results.First().ResourceName;
    Console.WriteLine("Successfully created ad group criterion with resource name " +
        $"'{adGroupCriterionResourceName}' targeting user list with resource name " +
        $"'{userListResourceName}' with ad group with ID {adGroupId}.");
    return adGroupCriterionResourceName;
}
SetUpRemarketing.cs
      

PHP

private static function targetAdsInAdGroupToUserList(
    GoogleAdsClient $googleAdsClient,
    int $customerId,
    int $adGroupId,
    string $userListResourceName
): string {
    // Creates the ad group criterion targeting members of the user list.
    $adGroupCriterion = new AdGroupCriterion([
        'ad_group' => ResourceNames::forAdGroup($customerId, $adGroupId),
        'user_list' => new UserListInfo(['user_list' => $userListResourceName])
    ]);

    // Creates the operation.
    $operation = new AdGroupCriterionOperation();
    $operation->setCreate($adGroupCriterion);

    // Issues a mutate request to add an ad group criterion.
    $adGroupCriterionServiceClient = $googleAdsClient->getAdGroupCriterionServiceClient();
    /** @var MutateAdGroupCriteriaResponse $adGroupCriterionResponse */
    $adGroupCriterionResponse = $adGroupCriterionServiceClient->mutateAdGroupCriteria(
        MutateAdGroupCriteriaRequest::build($customerId, [$operation])
    );

    $adGroupCriterionResourceName =
        $adGroupCriterionResponse->getResults()[0]->getResourceName();
    printf(
        "Successfully created ad group criterion with resource name '%s' " .
        "targeting user list with resource name '%s' with ad group with ID %d.%s",
        $adGroupCriterionResourceName,
        $userListResourceName,
        $adGroupId,
        PHP_EOL
    );

    return $adGroupCriterionResourceName;
}
SetUpRemarketing.php
      

Python

def target_ads_in_ad_group_to_user_list(
    client, customer_id, ad_group_id, user_list_resource_name
):
    """Creates an ad group criterion that targets a user list with an ad group.

    Args:
        client: an initialized GoogleAdsClient instance.
        customer_id: a str client customer ID used to create an ad group
            criterion.
        ad_group_id: a str ID for an ad group used to create an ad group
            criterion that targets members of a user list.
        user_list_resource_name: a str resource name for a user list.

    Returns:
        a str resource name for an ad group criterion.
    """
    ad_group_criterion_operation = client.get_type("AdGroupCriterionOperation")
    # Creates the ad group criterion targeting members of the user list.
    ad_group_criterion = ad_group_criterion_operation.create
    ad_group_criterion.ad_group = client.get_service(
        "AdGroupService"
    ).ad_group_path(customer_id, ad_group_id)
    ad_group_criterion.user_list.user_list = user_list_resource_name

    ad_group_criterion_service = client.get_service("AdGroupCriterionService")
    response = ad_group_criterion_service.mutate_ad_group_criteria(
        customer_id=customer_id, operations=[ad_group_criterion_operation]
    )
    resource_name = response.results[0].resource_name
    print(
        "Successfully created ad group criterion with resource name: "
        f"'{resource_name}' targeting user list with resource name: "
        f"'{user_list_resource_name}' and with ad group with ID "
        f"{ad_group_id}."
    )
    return resource_name
set_up_remarketing.py
      

Ruby

def target_ads_in_ad_group_to_user_list(
  client,
  customer_id,
  ad_group_id,
  user_list
)
  # Creates the ad group criterion targeting members of the user list.
  operation = client.operation.create_resource.ad_group_criterion do |agc|
    agc.ad_group = client.path.ad_group(customer_id, ad_group_id)
    agc.user_list = client.resource.user_list_info do |info|
      info.user_list = user_list
    end
  end

  # Issues a mutate request to create the ad group criterion.
  response = client.service.ad_group_criterion.mutate_ad_group_criteria(
    customer_id: customer_id,
    operations: [operation],
  )
  ad_group_criterion_resource_name = response.results.first.resource_name
  puts "Successfully created ad group criterion with resource name " \
    "'#{ad_group_criterion_resource_name}' targeting user list with resource name " \
    "'#{user_list}' with ad group with ID #{ad_group_id}"

  ad_group_criterion_resource_name
end
set_up_remarketing.rb
      

Perl

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

  # Create the ad group criterion targeting members of the user list.
  my $ad_group_criterion =
    Google::Ads::GoogleAds::V18::Resources::AdGroupCriterion->new({
      adGroup => Google::Ads::GoogleAds::V18::Utils::ResourceNames::ad_group(
        $customer_id, $ad_group_id
      ),
      userList => Google::Ads::GoogleAds::V18::Common::UserListInfo->new({
          userList => $user_list_resource_name
        })});

  # Create the operation.
  my $ad_group_criterion_operation =
    Google::Ads::GoogleAds::V18::Services::AdGroupCriterionService::AdGroupCriterionOperation
    ->new({
      create => $ad_group_criterion
    });

  # Add the ad group criterion, then print and return the new criterion's resource name.
  my $ad_group_criteria_response =
    $api_client->AdGroupCriterionService()->mutate({
      customerId => $customer_id,
      operations => [$ad_group_criterion_operation]});

  my $ad_group_criterion_resource_name =
    $ad_group_criteria_response->{results}[0]{resourceName};
  printf "Successfully created ad group criterion with resource name '%s' " .
    "targeting user list with resource name '%s' with ad group with ID %d.\n",
    $ad_group_criterion_resource_name, $user_list_resource_name, $ad_group_id;

  return $ad_group_criterion_resource_name;
}
set_up_remarketing.pl
      

Diğer ölçüt türlerinde olduğu gibi, AdGroupCriterion nesnesine teklif geçersiz kılma gibi başka özellikler atayabilirsiniz.

Hedefleme seviyelerini değiştirme

Reklam grubu düzeyindeki kullanıcı listesi ölçütlerinden kampanya düzeyine geçiyorsanız öncelikle ilgili kampanya kapsamındaki her etkin veya duraklatılmış reklam grubundan mevcut kullanıcı listesi ölçütlerini kaldırmanız gerekir. Her adıma ait örnek kodu görüntülemek için genişletilebilir öğeleri tıklayın.

Öncelikle, belirli bir kampanya altındaki tüm AdGroupCriteria öğelerini alın.

Java

private List<String> getUserListAdGroupCriterion(
    GoogleAdsClient googleAdsClient, long customerId, long campaignId) {
  List<String> userListCriteria = new ArrayList<>();
  // Creates the Google Ads service client.
  try (GoogleAdsServiceClient googleAdsServiceClient =
      googleAdsClient.getLatestVersion().createGoogleAdsServiceClient()) {
    // Creates a request that will retrieve all of the ad group criteria under a campaign.
    SearchGoogleAdsRequest request =
        SearchGoogleAdsRequest.newBuilder()
            .setCustomerId(Long.toString(customerId))
            .setQuery(
                "SELECT ad_group_criterion.criterion_id"
                    + " FROM ad_group_criterion"
                    + " WHERE campaign.id = "
                    + campaignId
                    + " AND ad_group_criterion.type = 'USER_LIST'")
            .build();
    // Issues the search request.
    SearchPagedResponse searchPagedResponse = googleAdsServiceClient.search(request);
    // Iterates over all rows in all pages. Prints the results and adds the ad group criteria
    // resource names to the list.
    for (GoogleAdsRow googleAdsRow : searchPagedResponse.iterateAll()) {
      String adGroupCriterionResourceName = googleAdsRow.getAdGroupCriterion().getResourceName();
      System.out.printf(
          "Ad group criterion with resource name '%s' was found.%n",
          adGroupCriterionResourceName);
      userListCriteria.add(adGroupCriterionResourceName);
    }
  }
  return userListCriteria;
}
SetUpRemarketing.java
      

C#

private List<string> GetUserListAdGroupCriteria(
    GoogleAdsClient client, long customerId, long campaignId)
{
    // Get the GoogleAdsService client.
    GoogleAdsServiceClient googleAdsServiceClient =
        client.GetService(Services.V18.GoogleAdsService);

    List<string> userListCriteriaResourceNames = new List<string>();

    // Create a query that will retrieve all of the ad group criteria under a campaign.
    string query = $@"
        SELECT ad_group_criterion.criterion_id
        FROM ad_group_criterion
        WHERE
          campaign.id = {campaignId}
          AND ad_group_criterion.type = 'USER_LIST'";

    // Issue the search request.
    googleAdsServiceClient.SearchStream(customerId.ToString(), query,
        delegate (SearchGoogleAdsStreamResponse resp)
        {
            // Display the results and add the resource names to the list.
            foreach (GoogleAdsRow googleAdsRow in resp.Results)
            {
                string adGroupCriterionResourceName =
                    googleAdsRow.AdGroupCriterion.ResourceName;
                Console.WriteLine("Ad group criterion with resource name " +
                    $"{adGroupCriterionResourceName} was found.");
                userListCriteriaResourceNames.Add(adGroupCriterionResourceName);
            }
        });

    return userListCriteriaResourceNames;
}
SetUpRemarketing.cs
      

PHP

private static function getUserListAdGroupCriteria(
    GoogleAdsClient $googleAdsClient,
    int $customerId,
    int $campaignId
): array {
    // Creates a query that retrieves all of the ad group criteria under a campaign.
    $query = sprintf(
        "SELECT ad_group_criterion.criterion_id " .
        "FROM ad_group_criterion " .
        "WHERE campaign.id = %d " .
        "AND ad_group_criterion.type = 'USER_LIST'",
        $campaignId
    );

    // Creates the Google Ads service client.
    $googleAdsServiceClient = $googleAdsClient->getGoogleAdsServiceClient();

    // Issues the search request.
    $response =
        $googleAdsServiceClient->search(SearchGoogleAdsRequest::build($customerId, $query));

    $userListCriteria = [];
    // Iterates over all rows in all pages. Prints the user list criteria and adds the ad group
    // criteria resource names to the list.
    foreach ($response->iterateAllElements() as $googleAdsRow) {
        /** @var GoogleAdsRow $googleAdsRow */
        $adGroupCriterionResourceName = $googleAdsRow->getAdGroupCriterion()->getResourceName();

        printf(
            "Ad group criterion with resource name '%s' was found.%s",
            $adGroupCriterionResourceName,
            PHP_EOL
        );

        $userListCriteria[] = $adGroupCriterionResourceName;
    }

    return $userListCriteria;
}
SetUpRemarketing.php
      

Python

def get_user_list_ad_group_criteria(client, customer_id, campaign_id):
    """Finds all of user list ad group criteria under a campaign.

    Args:
        client: an initialized GoogleAdsClient instance.
        customer_id: a str client customer ID.
        campaign_id: a str campaign ID.

    Returns:
        a list of ad group criterion resource names.
    """
    # Creates a query that retrieves all of the ad group criteria under a
    # campaign.
    query = f"""
        SELECT
          ad_group_criterion.criterion_id
        FROM ad_group_criterion
        WHERE campaign.id = {campaign_id}
        AND ad_group_criterion.type = USER_LIST"""

    googleads_service = client.get_service("GoogleAdsService")
    search_request = client.get_type("SearchGoogleAdsRequest")
    search_request.customer_id = customer_id
    search_request.query = query
    response = googleads_service.search(request=search_request)

    # Iterates over all rows in all pages. Prints the user list criteria and
    # adds the ad group criteria resource names to the list.
    user_list_criteria = []
    for row in response:
        resource_name = row.ad_group_criterion.resource_name
        print(
            "Ad group criterion with resource name '{resource_name}' was "
            "found."
        )
        user_list_criteria.append(resource_name)

    return user_list_criteria
set_up_remarketing.py
      

Ruby

def get_user_list_ad_group_criterion(
  client,
  customer_id,
  campaign_id
)
  user_list_criteria = []

  # Creates a query that will retrieve all of the ad group criteria 
  # under a campaign.
  query = <<~QUERY
    SELECT ad_group_criterion.criterion_id
    FROM ad_group_criterion
    WHERE campaign.id = #{campaign_id}
    AND ad_group_criterion.type = 'USER_LIST'
  QUERY

  # Issues the search request.
  response = client.service.google_ads.search(
    customer_id: customer_id,
    query: query,
  )

  # Iterates over all rows in all pages. Prints the results and adds the ad
  # group criteria resource names to the list.
  response.each do |row|
    ad_group_criterion_resource_name = row.ad_group_criterion.resource_name
    puts "Ad group criterion with resource name " \
      "'#{ad_group_criterion_resource_name}' was found"
    user_list_criteria << ad_group_criterion_resource_name
  end

  user_list_criteria
end
set_up_remarketing.rb
      

Perl

sub get_user_list_ad_group_criteria {
  my ($api_client, $customer_id, $campaign_id) = @_;

  my $user_list_criterion_resource_names = [];

  # Create a search stream request that will retrieve all of the user list ad
  # group criteria under a campaign.
  my $search_stream_request =
    Google::Ads::GoogleAds::V18::Services::GoogleAdsService::SearchGoogleAdsStreamRequest
    ->new({
      customerId => $customer_id,
      query      => sprintf(
        "SELECT ad_group_criterion.criterion_id " .
          "FROM ad_group_criterion " .
          "WHERE campaign.id = %d AND ad_group_criterion.type = 'USER_LIST'",
        $campaign_id
      )});

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

  # Issue a search request and process the stream response.
  $search_stream_handler->process_contents(
    sub {
      # Display the results and add the resource names to the list.
      my $google_ads_row = shift;

      my $ad_group_criterion_resource_name =
        $google_ads_row->{adGroupCriterion}{resourceName};
      printf "Ad group criterion with resource name '%s' was found.\n",
        $ad_group_criterion_resource_name;
      push(@$user_list_criterion_resource_names,
        $ad_group_criterion_resource_name);
    });

  return $user_list_criterion_resource_names;
}
set_up_remarketing.pl
      

Ardından, döndürülen tüm reklam grubu ölçütleri hedefini kaldırın.

Java

private void removeExistingListCriteriaFromAdGroup(
    GoogleAdsClient googleAdsClient, long customerId, long campaignId) {
  // Retrieves all of the ad group criteria under a campaign.
  List<String> adGroupCriteria =
      getUserListAdGroupCriterion(googleAdsClient, customerId, campaignId);

  List<AdGroupCriterionOperation> operations = new ArrayList<>();

  // Creates a list of remove operations.
  for (String adGroupCriterion : adGroupCriteria) {
    operations.add(AdGroupCriterionOperation.newBuilder().setRemove(adGroupCriterion).build());
  }

  // Creates the ad group criterion service.
  try (AdGroupCriterionServiceClient adGroupCriterionServiceClient =
      googleAdsClient.getLatestVersion().createAdGroupCriterionServiceClient()) {
    // Removes the ad group criterion.
    MutateAdGroupCriteriaResponse response =
        adGroupCriterionServiceClient.mutateAdGroupCriteria(
            Long.toString(customerId), operations);
    // Gets and prints the results.
    System.out.printf("Removed %d ad group criteria.%n", response.getResultsCount());
    for (MutateAdGroupCriterionResult result : response.getResultsList()) {
      System.out.printf(
          "Successfully removed ad group criterion with resource name '%s'.%n",
          result.getResourceName());
    }
  }
}
SetUpRemarketing.java
      

C#

private void RemoveExistingListCriteriaFromAdGroup(GoogleAdsClient client, long customerId,
    long campaignId)
{
    // Get the AdGroupCriterionService client.
    AdGroupCriterionServiceClient adGroupCriterionServiceClient =
        client.GetService(Services.V18.AdGroupCriterionService);

    // Retrieve all of the ad group criteria under a campaign.
    List<string> adGroupCriteria =
        GetUserListAdGroupCriteria(client, customerId, campaignId);

    // Create a list of remove operations.
    List<AdGroupCriterionOperation> operations = adGroupCriteria.Select(adGroupCriterion =>
        new AdGroupCriterionOperation { Remove = adGroupCriterion }).ToList();

    // Remove the ad group criteria and print the resource names of the removed criteria.
    MutateAdGroupCriteriaResponse mutateAdGroupCriteriaResponse =
        adGroupCriterionServiceClient.MutateAdGroupCriteria(customerId.ToString(),
            operations);

    Console.WriteLine($"Removed {mutateAdGroupCriteriaResponse.Results.Count} ad group " +
        "criteria.");
    foreach (MutateAdGroupCriterionResult result in mutateAdGroupCriteriaResponse.Results)
    {
        Console.WriteLine("Successfully removed ad group criterion with resource name " +
            $"'{result.ResourceName}'.");
    }
}
SetUpRemarketing.cs
      

PHP

private static function removeExistingListCriteriaFromAdGroup(
    GoogleAdsClient $googleAdsClient,
    int $customerId,
    int $campaignId
) {
    // Retrieves all of the ad group criteria under a campaign.
    $allAdGroupCriteria = self::getUserListAdGroupCriteria(
        $googleAdsClient,
        $customerId,
        $campaignId
    );

    $removeOperations = [];
    // Creates a list of remove operations.
    foreach ($allAdGroupCriteria as $adGroupCriterionResourceName) {
        $operation = new AdGroupCriterionOperation();
        $operation->setRemove($adGroupCriterionResourceName);
        $removeOperations[] = $operation;
    }

    // Issues a mutate request to remove the ad group criteria.
    $adGroupCriterionServiceClient = $googleAdsClient->getAdGroupCriterionServiceClient();
    /** @var MutateAdGroupCriteriaResponse $adGroupCriteriaResponse */
    $adGroupCriteriaResponse = $adGroupCriterionServiceClient->mutateAdGroupCriteria(
        MutateAdGroupCriteriaRequest::build($customerId, $removeOperations)
    );

    foreach ($adGroupCriteriaResponse->getResults() as $adGroupCriteriaResult) {
        printf(
            "Successfully removed ad group criterion with resource name '%s'.%s",
            $adGroupCriteriaResult->getResourceName(),
            PHP_EOL
        );
    }
}
SetUpRemarketing.php
      

Python

def remove_existing_criteria_from_ad_group(client, customer_id, campaign_id):
    """Removes all ad group criteria targeting a user list under a campaign.

    This is a necessary step before targeting a user list at the campaign level.

    Args:
        client: an initialized GoogleAdsClient instance.
        customer_id: a str client customer ID.
        campaign_id: a str ID for a campaign that will have all ad group
            criteria that targets user lists removed.
    """
    # Retrieves all of the ad group criteria under a campaign.
    all_ad_group_criteria = get_user_list_ad_group_criteria(
        client, customer_id, campaign_id
    )

    # Creates a list of remove operations.
    remove_operations = []
    for ad_group_criterion_resource_name in all_ad_group_criteria:
        remove_operation = client.get_type("AdGroupCriterionOperation")
        remove_operation.remove = ad_group_criterion_resource_name
        remove_operations.append(remove_operation)

    ad_group_criterion_service = client.get_service("AdGroupCriterionService")
    response = ad_group_criterion_service.mutate_ad_group_criteria(
        customer_id=customer_id, operations=remove_operations
    )
    print(
        "Successfully removed ad group criterion with resource name: "
        f"'{response.results[0].resource_name}'"
    )
set_up_remarketing.py
      

Ruby

def remove_existing_list_criteria_from_ad_group(
  client,
  customer_id,
  campaign_id
)
  # Retrieves all of the ad group criteria under a campaign.
  ad_group_criteria = get_user_list_ad_group_criterion(
    client, customer_id, campaign_id)

  # Creates a list of remove operations.
  operations = []
  ad_group_criteria.each do |agc|
    operations << client.operation.remove_resource.ad_group_criterion(agc)
  end

  # Issues a mutate request to remove all ad group criteria.
  response = client.service.ad_group_criterion.mutate_ad_group_criteria(
    customer_id: customer_id,
    operations: operations,
  )
  puts "Removed #{response.results.size} ad group criteria."
  response.results.each do |result|
    puts "Successfully removed ad group criterion with resource name " \
      "'#{result.resource_name}'"
  end
end
set_up_remarketing.rb
      

Perl

sub remove_existing_list_criteria_from_ad_group {
  my ($api_client, $customer_id, $campaign_id) = @_;

  # Retrieve all of the ad group criteria under a campaign.
  my $ad_group_criteria =
    get_user_list_ad_group_criteria($api_client, $customer_id, $campaign_id);

  # Create a list of remove operations.
  my $operations = [];
  foreach my $ad_group_criterion (@$ad_group_criteria) {
    push(
      @$operations,
      Google::Ads::GoogleAds::V18::Services::AdGroupCriterionService::AdGroupCriterionOperation
        ->new({
          remove => $ad_group_criterion
        }));
  }

  # Remove the ad group criteria and print the resource names of the removed criteria.
  my $ad_group_criteria_response =
    $api_client->AdGroupCriterionService()->mutate({
      customerId => $customer_id,
      operations => $operations
    });

  printf "Removed %d ad group criteria.\n",
    scalar @{$ad_group_criteria_response->{results}};
  foreach my $result (@{$ad_group_criteria_response->{results}}) {
    printf "Successfully removed ad group criterion with resource name '%s'.\n",
      $result->{resourceName};
  }
}
set_up_remarketing.pl
      

Reklam grubu düzeyinde kullanıcı listelerine geçiş yapılırken mevcut kampanya düzeyindeki kullanıcı listesi ölçütleri de kaldırılmalıdır. Bu işlem önceki örneği yansıtır.

CampaignCriterion kullanarak bir kampanyadaki reklamları bir kullanıcı listesine hedefleyin.

Java

private String targetAdsInCampaignToUserList(
    GoogleAdsClient googleAdsClient, long customerId, long campaignId, String userList) {
  // Creates the campaign criterion.
  CampaignCriterion campaignCriterion =
      CampaignCriterion.newBuilder()
          .setCampaign(ResourceNames.campaign(customerId, campaignId))
          .setUserList(UserListInfo.newBuilder().setUserList(userList).build())
          .build();

  // Creates the operation.
  CampaignCriterionOperation operation =
      CampaignCriterionOperation.newBuilder().setCreate(campaignCriterion).build();

  // Creates the campaign criterion service client.
  try (CampaignCriterionServiceClient campaignCriterionServiceClient =
      googleAdsClient.getLatestVersion().createCampaignCriterionServiceClient()) {
    // Adds the campaign criterion.
    MutateCampaignCriteriaResponse response =
        campaignCriterionServiceClient.mutateCampaignCriteria(
            Long.toString(customerId), ImmutableList.of(operation));
    // Gets and prints the campaign criterion resource name.
    String campaignCriterionResourceName = response.getResults(0).getResourceName();
    System.out.printf(
        "Successfully created campaign criterion with resource name '%s' "
            + "targeting user list with resource name '%s' with campaign with ID %d.%n",
        campaignCriterionResourceName, userList, campaignId);
    return campaignCriterionResourceName;
  }
}
SetUpRemarketing.java
      

C#

private string TargetAdsInCampaignToUserList(
    GoogleAdsClient client, long customerId, long campaignId, string userListResourceName)
{
    // Get the CampaignCriterionService client.
    CampaignCriterionServiceClient campaignCriterionServiceClient =
        client.GetService(Services.V18.CampaignCriterionService);

    // Create the campaign criterion.
    CampaignCriterion campaignCriterion = new CampaignCriterion
    {
        Campaign = ResourceNames.Campaign(customerId, campaignId),
        UserList = new UserListInfo
        {
            UserList = userListResourceName
        }
    };

    // Create the operation.
    CampaignCriterionOperation campaignCriterionOperation = new CampaignCriterionOperation
    {
        Create = campaignCriterion
    };

    // Add the campaign criterion and print the resulting criterion's resource name.
    MutateCampaignCriteriaResponse mutateCampaignCriteriaResponse =
        campaignCriterionServiceClient.MutateCampaignCriteria(customerId.ToString(),
            new[] { campaignCriterionOperation });

    string campaignCriterionResourceName =
        mutateCampaignCriteriaResponse.Results.First().ResourceName;
    Console.WriteLine("Successfully created campaign criterion with resource name " +
        $"'{campaignCriterionResourceName}' targeting user list with resource name " +
        $"'{userListResourceName}' with campaign with ID {campaignId}.");

    return campaignCriterionResourceName;
}
SetUpRemarketing.cs
      

PHP

private static function targetAdsInCampaignToUserList(
    GoogleAdsClient $googleAdsClient,
    int $customerId,
    int $campaignId,
    string $userListResourceName
): string {
    // Creates the campaign criterion.
    $campaignCriterion = new CampaignCriterion([
        'campaign' => ResourceNames::forCampaign($customerId, $campaignId),
        'user_list' => new UserListInfo(['user_list' => $userListResourceName])
    ]);

    // Creates the operation.
    $operation = new CampaignCriterionOperation();
    $operation->setCreate($campaignCriterion);

    // Issues a mutate request to create a campaign criterion.
    $campaignCriterionServiceClient = $googleAdsClient->getCampaignCriterionServiceClient();
    /** @var MutateCampaignCriteriaResponse $campaignCriteriaResponse */
    $campaignCriteriaResponse = $campaignCriterionServiceClient->mutateCampaignCriteria(
        MutateCampaignCriteriaRequest::build($customerId, [$operation])
    );

    $campaignCriterionResourceName =
        $campaignCriteriaResponse->getResults()[0]->getResourceName();
    printf(
        "Successfully created campaign criterion with resource name '%s' " .
        "targeting user list with resource name '%s' with campaign with ID %d.%s",
        $campaignCriterionResourceName,
        $userListResourceName,
        $campaignId,
        PHP_EOL
    );

    return $campaignCriterionResourceName;
}
SetUpRemarketing.php
      

Python

def target_ads_in_campaign_to_user_list(
    client, customer_id, campaign_id, user_list_resource_name
):
    """Creates a campaign criterion that targets a user list with a campaign.

    Args:
        client: an initialized GoogleAdsClient instance.
        customer_id: a str client customer ID used to create an campaign
            criterion.
        campaign_id: a str ID for a campaign used to create a campaign
            criterion that targets members of a user list.
        user_list_resource_name: a str resource name for a user list.

    Returns:
        a str resource name for a campaign criterion.
    """
    campaign_criterion_operation = client.get_type("CampaignCriterionOperation")
    campaign_criterion = campaign_criterion_operation.create
    campaign_criterion.campaign = client.get_service(
        "CampaignService"
    ).campaign_path(customer_id, campaign_id)
    campaign_criterion.user_list.user_list = user_list_resource_name

    campaign_criterion_service = client.get_service("CampaignCriterionService")
    response = campaign_criterion_service.mutate_campaign_criteria(
        customer_id=customer_id, operations=[campaign_criterion_operation]
    )
    resource_name = response.results[0].resource_name
    print(
        "Successfully created campaign criterion with resource name "
        f"'{resource_name}' targeting user list with resource name "
        f"'{user_list_resource_name}' with campaign with ID {campaign_id}"
    )
    return resource_name
set_up_remarketing.py
      

Ruby

def target_ads_in_campaign_to_user_list(
  client,
  customer_id,
  campaign_id,
  user_list
)
  # Creates the campaign criterion targeting members of the user list.
  operation = client.operation.create_resource.campaign_criterion do |cc|
    cc.campaign = client.path.campaign(customer_id, campaign_id)
    cc.user_list = client.resource.user_list_info do |info|
      info.user_list = user_list
    end
  end

  # Issues a mutate request to create the campaign criterion.
  response = client.service.campaign_criterion.mutate_campaign_criteria(
    customer_id: customer_id,
    operations: [operation],
  )
  campaign_criterion_resource_name = response.results.first.resource_name
  puts "Successfully created campaign criterion with resource name " \
    "'#{campaign_criterion_resource_name}' targeting user list with resource name " \
    "'#{user_list}' with campaign with ID #{campaign_id}"

  campaign_criterion_resource_name
end
set_up_remarketing.rb
      

Perl

sub target_ads_in_campaign_to_user_list {
  my ($api_client, $customer_id, $campaign_id, $user_list_resource_name) = @_;

  # Create the campaign criterion.
  my $campaign_criterion =
    Google::Ads::GoogleAds::V18::Resources::CampaignCriterion->new({
      campaign => Google::Ads::GoogleAds::V18::Utils::ResourceNames::campaign(
        $customer_id, $campaign_id
      ),
      userList => Google::Ads::GoogleAds::V18::Common::UserListInfo->new({
          userList => $user_list_resource_name
        })});

  # Create the operation.
  my $campaign_criterion_operation =
    Google::Ads::GoogleAds::V18::Services::CampaignCriterionService::CampaignCriterionOperation
    ->new({
      create => $campaign_criterion
    });

  # Add the campaign criterion and print the resulting criterion's resource name.
  my $campaign_criteria_response =
    $api_client->CampaignCriterionService()->mutate({
      customerId => $customer_id,
      operations => [$campaign_criterion_operation]});

  my $campaign_criterion_resource_name =
    $campaign_criteria_response->{results}[0]{resourceName};
  printf "Successfully created campaign criterion with resource name '%s' " .
    "targeting user list with resource name '%s' with campaign with ID %d.\n",
    $campaign_criterion_resource_name, $user_list_resource_name, $campaign_id;

  return $campaign_criterion_resource_name;
}
set_up_remarketing.pl
      

Liste performansını inceleyin

Kitle segmentlerinizle ilgili performans verilerini toplamak için ad_group_audience_view veya campaign_audience_view kaynağına karşı bir arama isteği gönderin. Örneğin, kitle segmentini hedeflemenin gerçekten daha fazla dönüşüme yol açıp açmadığını belirlemek için conversions veya cost_per_conversion'e bakabilir, ardından teklif değiştiricilerinizi buna göre ayarlayabilirsiniz.

SELECT
  ad_group_criterion.criterion_id,
  metrics.conversions,
  metrics.cost_per_conversion
FROM ad_group_audience_view