Konversi yang disempurnakan untuk prospek memungkinkan Anda meningkatkan akurasi pengukuran konversi offline dengan mengupload konversi klik yang berisi ID pengguna yang di-hash dan beberapa detail tambahan opsional yang membantu Google Ads mengaitkan konversi dengan iklan yang mendorong prospek.
Pastikan untuk meninjau panduan Memulai dan menerapkan prasyarat untuk konversi yang disempurnakan untuk prospek sebelum melanjutkan penerapan.
Anda dapat mengupload konversi yang disempurnakan untuk prospek melalui UI Google Ads, seperti yang dijelaskan di Pusat Bantuan, atau melalui Google Ads API, seperti yang dijelaskan dalam panduan ini.
Mendesain integrasi
Anda dapat mendesain integrasi.
Alur penggunaan
Berikut adalah alur keseluruhan untuk mengupload konversi yang disempurnakan untuk prospek di Google Ads API.
Pastikan Anda telah menerapkan prasyarat, yang mencakup hal berikut:
Aktifkan tracking konversi.
Setujui persyaratan data pelanggan.
Konfigurasi pemberian tag di formulir prospek situs Anda.
Lihat Menerapkan prasyarat untuk panduan mendetail.
Menormalkan dan melakukan hashing pada data prospek, seperti alamat email, nomor telepon, dan alamat surat.
Masukkan data prospek yang dinormalisasi dan di-hash ke dalam objek
ClickConversion
. Untuk setiapClickConversion
:Isi
user_identifiers
dengan data prospek yang dinormalisasi dan di-hash. Jika Anda memiliki beberapa ID pengguna, buatUserIdentifier
terpisah untuk setiap ID, hingga lima ID.(Opsional, tetapi sangat direkomendasikan) Isi
order_id
.(Opsional) Isi
gclid
untuk pengukuran yang paling akurat.Pastikan Anda mengisi kolom
consent
dari objekClickConversion
.Tetapkan
conversion_action
ke nama resourceConversionAction
dengantype
UPLOAD_CLICKS
. Ini harus berupa nama resourceConversionAction
yang Anda buat saat menerapkan prasyarat.
Upload operasi pembuatan
ClickConversion
keConversionUploadService
, dengan menetapkanpartial_failure
ketrue
.Tinjau upload Anda.
Praktik terbaik
Perhatikan praktik terbaik berikut saat menerapkan konversi yang disempurnakan untuk prospek.
Memeriksa ID pelanggan
Saat Anda mengupload konversi, ID pelanggan harus ditetapkan ke akun yang berisi tindakan konversi dan yang melakukan tracking konversi. Untuk memeriksa
setelan ini, buat kueri resource Customer
penayangan Google Ads untuk
ConversionTrackingSetting
. Buat
kueri berikut dengan
GoogleAdsService.SearchStream
,
untuk menemukan nilai
customer.conversion_tracking_setting.google_ads_conversion_customer
.
Sertakan beberapa ID jika Anda memilikinya
Jika Anda menetapkan order_id
ke konversi, sebaiknya sertakan order_id
tersebut.
Jika Anda memiliki gclid
untuk konversi, sebaiknya kirimkan gclid
tersebut selain user_identifiers
untuk meningkatkan performa. Selain itu, jika Anda memiliki lebih dari satu UserIdentifier
untuk konversi, menyertakan beberapa UserIdentifier
dapat meningkatkan kemungkinan kecocokan. Menyertakan semua ID di ClickConversion
yang sama.
Meninjau error kegagalan sebagian saat menyiapkan integrasi
Saat pertama kali menyiapkan integrasi konversi yang disempurnakan untuk prospek, tinjau dan atasi error parsial apa pun di kolom partial_failure_error
respons. Jika ada masalah dalam penyiapan, Anda harus memeriksa kolom ini
untuk menyelidiki dan mengatasinya. Untuk mengetahui detail dan contoh selengkapnya tentang
penanganan error kegagalan parsial, buka panduan kegagalan parsial khusus.
Saat meninjau error kegagalan sebagian, lihat tabel error umum di panduan pemecahan masalah. Setelah Anda mengatasi masalah yang muncul dalam error kegagalan sebagian dan integrasi Anda selesai, beralihlah untuk menggunakan diagnostik data offline untuk meninjau kualitas konversi Anda secara rutin.
Mengelompokkan beberapa konversi dalam satu permintaan
Jika Anda memiliki beberapa konversi untuk diupload, gabungkan operasi ke dalam satu
UploadClickConversionsRequest
,
bukan mengirim permintaan upload per konversi.
Lihat panduan kuota untuk mengetahui batas jumlah konversi per permintaan.
Jika Anda ingin diagnostik data offline
mengelompokkan kumpulan permintaan dalam tugas logis yang sama, tetapkan
job_id
dari semua
permintaan ke nilai yang sama. Hal ini dapat berguna jika Anda memiliki satu tugas atau
proses yang mengupload konversi dalam jumlah besar menggunakan beberapa permintaan. Jika
Anda menetapkan job_id
pada setiap permintaan tersebut ke nilai yang sama, Anda dapat
mengambil satu entri untuk tugas dari
job_summaries
.
Jika Anda mengizinkan Google Ads API menetapkan nilai yang dihasilkan sistem ke job_id
setiap permintaan, job_summaries
akan berisi entri terpisah untuk setiap permintaan,
yang dapat mempersulit analisis kesehatan keseluruhan tugas Anda.
Upload semua peristiwa konversi offline yang tersedia
Untuk memastikan pelaporan konversi yang lengkap dan akurat, upload semua peristiwa konversi offline yang tersedia, termasuk peristiwa yang mungkin tidak berasal dari Google Ads.
Mengupload semua peristiwa konversi akan menyebabkan error CLICK_NOT_FOUND
untuk setiap peristiwa yang bukan dari Google Ads. Karena error ini diperkirakan saat mengupload semua peristiwa konversi, UploadClickConversionsRequest
memiliki kolom debug_enabled
.
Jika
debug_enabled
adalahfalse
atau tidak ditetapkan, Google Ads API hanya melakukan validasi input dasar, melewati pemeriksaan upload berikutnya, dan menampilkan keberhasilan meskipun tidak ada klik yang ditemukan untukuser_identifiers
yang diberikan.Ini adalah defaultnya.
Jika
debug_enabled
adalahtrue
, Google Ads API akan melakukan semua validasi dan menampilkan errorCLICK_NOT_FOUND
untukClickConversion
jika tidak ada konversi Google Ads untukuser_identifiers
yang diberikan.
Selama pengembangan dan pengujian, Anda dapat menetapkan debug_enabled
ke true
untuk membantu
mengidentifikasi masalah. Misalnya, jika Anda memiliki kumpulan konversi dan
user_identifiers
yang diketahui berasal dari konversi Google Ads, Anda dapat menggunakan
setelan true
untuk memvalidasi bahwa upload tersebut tidak menghasilkan
error CLICK_NOT_FOUND
. Namun, saat Anda melanjutkan pengembangan dan pengujian, sebaiknya tetapkan debug_enabled
ke false
untuk menghindari error yang berlebihan.
Jangan gunakan data atribusi eksternal
Jangan menetapkan external_attribution_data
di ClickConversion
atau menentukan
conversion_action
yang menggunakan model atribusi eksternal. Google Ads tidak
mendukung konversi yang diatribusikan secara eksternal untuk upload yang menggunakan ID.
Menyiapkan data untuk diupload
Demi pertimbangan privasi, data berikut harus di-hash menggunakan SHA-256 sebelum diupload:
- Alamat email
- Nomor telepon
- Nama depan
- Nama belakang
- Alamat
Jangan melakukan hashing pada data berikut:
- Negara
- Negara bagian/Provinsi
- Kota
- Kode pos
Untuk menstandarkan hasil hash, Anda harus melakukan tindakan berikut sebelum melakukan hashing pada salah satu nilai tersebut:
- Hapus spasi kosong di awal dan akhir.
- Konversi teks menjadi huruf kecil.
- Format nomor telepon sesuai dengan standar E164.
- Menghapus semua titik (
.
) yang mendahului nama domain di alamat emailgmail.com
dangooglemail.com
.
Java
private String normalizeAndHash(MessageDigest digest, String s) throws UnsupportedEncodingException { // Normalizes by first converting all characters to lowercase, then trimming spaces. String normalized = s.toLowerCase(); // Removes leading, trailing, and intermediate spaces. normalized = normalized.replaceAll("\\s+", ""); // Hashes the normalized string using the hashing algorithm. byte[] hash = digest.digest(normalized.getBytes("UTF-8")); StringBuilder result = new StringBuilder(); for (byte b : hash) { result.append(String.format("%02x", b)); } return result.toString(); } /** * Returns the result of normalizing and hashing an email address. For this use case, Google Ads * requires removal of any '.' characters preceding {@code gmail.com} or {@code googlemail.com}. * * @param digest the digest to use to hash the normalized string. * @param emailAddress the email address to normalize and hash. */ private String normalizeAndHashEmailAddress(MessageDigest digest, String emailAddress) throws UnsupportedEncodingException { String normalizedEmail = emailAddress.toLowerCase(); String[] emailParts = normalizedEmail.split("@"); if (emailParts.length > 1 && emailParts[1].matches("^(gmail|googlemail)\\.com\\s*")) { // Removes any '.' characters from the portion of the email address before the domain if the // domain is gmail.com or googlemail.com. emailParts[0] = emailParts[0].replaceAll("\\.", ""); normalizedEmail = String.format("%s@%s", emailParts[0], emailParts[1]); } return normalizeAndHash(digest, normalizedEmail); }
C#
/// <summary> /// Normalizes the email address and hashes it. For this use case, Google Ads requires /// removal of any '.' characters preceding <code>gmail.com</code> or /// <code>googlemail.com</code>. /// </summary> /// <param name="emailAddress">The email address.</param> /// <returns>The hash code.</returns> private string NormalizeAndHashEmailAddress(string emailAddress) { string normalizedEmail = emailAddress.ToLower(); string[] emailParts = normalizedEmail.Split('@'); if (emailParts.Length > 1 && (emailParts[1] == "gmail.com" || emailParts[1] == "googlemail.com")) { // Removes any '.' characters from the portion of the email address before // the domain if the domain is gmail.com or googlemail.com. emailParts[0] = emailParts[0].Replace(".", ""); normalizedEmail = $"{emailParts[0]}@{emailParts[1]}"; } return NormalizeAndHash(normalizedEmail); } /// <summary> /// Normalizes and hashes a string value. /// </summary> /// <param name="value">The value to normalize and hash.</param> /// <returns>The normalized and hashed value.</returns> private static string NormalizeAndHash(string value) { return ToSha256String(digest, ToNormalizedValue(value)); } /// <summary> /// Hash a string value using SHA-256 hashing algorithm. /// </summary> /// <param name="digest">Provides the algorithm for SHA-256.</param> /// <param name="value">The string value (e.g. an email address) to hash.</param> /// <returns>The hashed value.</returns> private static string ToSha256String(SHA256 digest, string value) { byte[] digestBytes = digest.ComputeHash(Encoding.UTF8.GetBytes(value)); // Convert the byte array into an unhyphenated hexadecimal string. return BitConverter.ToString(digestBytes).Replace("-", string.Empty); } /// <summary> /// Removes leading and trailing whitespace and converts all characters to /// lower case. /// </summary> /// <param name="value">The value to normalize.</param> /// <returns>The normalized value.</returns> private static string ToNormalizedValue(string value) { return value.Trim().ToLower(); }
PHP
private static function normalizeAndHash(string $hashAlgorithm, string $value): string { // Normalizes by first converting all characters to lowercase, then trimming spaces. $normalized = strtolower($value); // Removes leading, trailing, and intermediate spaces. $normalized = str_replace(' ', '', $normalized); return hash($hashAlgorithm, strtolower(trim($normalized))); } /** * Returns the result of normalizing and hashing an email address. For this use case, Google * Ads requires removal of any '.' characters preceding "gmail.com" or "googlemail.com". * * @param string $hashAlgorithm the hash algorithm to use * @param string $emailAddress the email address to normalize and hash * @return string the normalized and hashed email address */ private static function normalizeAndHashEmailAddress( string $hashAlgorithm, string $emailAddress ): string { $normalizedEmail = strtolower($emailAddress); $emailParts = explode("@", $normalizedEmail); if ( count($emailParts) > 1 && preg_match('/^(gmail|googlemail)\.com\s*/', $emailParts[1]) ) { // Removes any '.' characters from the portion of the email address before the domain // if the domain is gmail.com or googlemail.com. $emailParts[0] = str_replace(".", "", $emailParts[0]); $normalizedEmail = sprintf('%s@%s', $emailParts[0], $emailParts[1]); } return self::normalizeAndHash($hashAlgorithm, $normalizedEmail); }
Python
def normalize_and_hash_email_address(email_address): """Returns the result of normalizing and hashing an email address. For this use case, Google Ads requires removal of any '.' characters preceding "gmail.com" or "googlemail.com" Args: email_address: An email address to normalize. Returns: A normalized (lowercase, removed whitespace) and SHA-265 hashed string. """ normalized_email = email_address.lower() email_parts = normalized_email.split("@") # Checks whether the domain of the email address is either "gmail.com" # or "googlemail.com". If this regex does not match then this statement # will evaluate to None. is_gmail = re.match(r"^(gmail|googlemail)\.com$", email_parts[1]) # Check that there are at least two segments and the second segment # matches the above regex expression validating the email domain name. if len(email_parts) > 1 and is_gmail: # Removes any '.' characters from the portion of the email address # before the domain if the domain is gmail.com or googlemail.com. email_parts[0] = email_parts[0].replace(".", "") normalized_email = "@".join(email_parts) return normalize_and_hash(normalized_email) def normalize_and_hash(s): """Normalizes and hashes a string with SHA-256. Private customer data must be hashed during upload, as described at: https://support.google.com/google-ads/answer/7474263 Args: s: The string to perform this operation on. Returns: A normalized (lowercase, removed whitespace) and SHA-256 hashed string. """ return hashlib.sha256(s.strip().lower().encode()).hexdigest()
Ruby
# Returns the result of normalizing and then hashing the string using the # provided digest. Private customer data must be hashed during upload, as # described at https://support.google.com/google-ads/answer/7474263. def normalize_and_hash(str) # Remove leading and trailing whitespace and ensure all letters are lowercase # before hasing. Digest::SHA256.hexdigest(str.strip.downcase) end # Returns the result of normalizing and hashing an email address. For this use # case, Google Ads requires removal of any '.' characters preceding 'gmail.com' # or 'googlemail.com'. def normalize_and_hash_email(email) email_parts = email.downcase.split("@") # Removes any '.' characters from the portion of the email address before the # domain if the domain is gmail.com or googlemail.com. if email_parts.last =~ /^(gmail|googlemail)\.com\s*/ email_parts[0] = email_parts[0].gsub('.', '') end normalize_and_hash(email_parts.join('@')) end
Perl
sub normalize_and_hash { my $value = shift; # Removes leading, trailing, and intermediate spaces. $value =~ s/\s+//g; return sha256_hex(lc $value); } # Returns the result of normalizing and hashing an email address. For this use # case, Google Ads requires removal of any '.' characters preceding 'gmail.com' # or 'googlemail.com'. sub normalize_and_hash_email_address { my $email_address = shift; my $normalized_email = lc $email_address; my @email_parts = split('@', $normalized_email); if (scalar @email_parts > 1 && $email_parts[1] =~ /^(gmail|googlemail)\.com\s*/) { # Remove any '.' characters from the portion of the email address before the # domain if the domain is 'gmail.com' or 'googlemail.com'. $email_parts[0] =~ s/\.//g; $normalized_email = sprintf '%s@%s', $email_parts[0], $email_parts[1]; } return normalize_and_hash($normalized_email); }
Upload konversi yang disempurnakan
Cuplikan berikut menunjukkan cara membuat upload konversi yang
berisi ID untuk alamat email dan nomor telepon, dengan standardisasi
dan hashing diterapkan sesuai kebutuhan. Sebagai praktik terbaik, sertakan gclid
dan
order_id
pada konversi jika tersedia.
Menambahkan ID pengguna ke ClickConversion
Java
// Creates an empty builder for constructing the click conversion. ClickConversion.Builder clickConversionBuilder = ClickConversion.newBuilder(); // Extracts user email and phone from the raw data, normalizes and hashes it, then wraps it in // UserIdentifier objects. // Creates a separate UserIdentifier object for each. The data in this example is hardcoded, but // in your application you might read the raw data from an input file. // IMPORTANT: Since the identifier attribute of UserIdentifier // (https://developers.google.com/google-ads/api/reference/rpc/latest/UserIdentifier) is a // oneof // (https://protobuf.dev/programming-guides/proto3/#oneof-features), you must set only ONE of // hashedEmail, hashedPhoneNumber, mobileId, thirdPartyUserId, or addressInfo. Setting more // than one of these attributes on the same UserIdentifier will clear all the other members // of the oneof. For example, the following code is INCORRECT and will result in a // UserIdentifier with ONLY a hashedPhoneNumber. // // UserIdentifier incorrectlyPopulatedUserIdentifier = // UserIdentifier.newBuilder() // .setHashedEmail("...") // .setHashedPhoneNumber("...") // .build(); ImmutableMap.Builder<String, String> rawRecordBuilder = ImmutableMap.<String, String>builder() .put("email", "alex.2@example.com") // Phone number to be converted to E.164 format, with a leading '+' as required. .put("phone", "+1 800 5550102") // This example lets you put conversion details as arguments, but in reality you might // store this data alongside other user data, so we include it in this sample user // record. .put("conversionActionId", Long.toString(conversionActionId)) .put("conversionDateTime", conversionDateTime) .put("conversionValue", Double.toString(conversionValue)) .put("currencyCode", "USD"); // Adds entries for the optional fields. if (orderId != null) { rawRecordBuilder.put("orderId", orderId); } if (gclid != null) { rawRecordBuilder.put("gclid", gclid); } if (adUserDataConsent != null) { rawRecordBuilder.put("adUserDataConsent", adUserDataConsent.name()); } // Builds the map representing the record. Map<String, String> rawRecord = rawRecordBuilder.build(); // Creates a SHA256 message digest for hashing user identifiers in a privacy-safe way, as // described at https://support.google.com/google-ads/answer/9888656. MessageDigest sha256Digest = MessageDigest.getInstance("SHA-256"); // Creates a list for the user identifiers. List<UserIdentifier> userIdentifiers = new ArrayList<>(); // Creates a user identifier using the hashed email address, using the normalize and hash method // specifically for email addresses. UserIdentifier emailIdentifier = UserIdentifier.newBuilder() // Optional: specify the user identifier source. .setUserIdentifierSource(UserIdentifierSource.FIRST_PARTY) // Uses the normalize and hash method specifically for email addresses. .setHashedEmail(normalizeAndHashEmailAddress(sha256Digest, rawRecord.get("email"))) .build(); userIdentifiers.add(emailIdentifier); // Creates a user identifier using normalized and hashed phone info. UserIdentifier hashedPhoneNumberIdentifier = UserIdentifier.newBuilder() .setHashedPhoneNumber(normalizeAndHash(sha256Digest, rawRecord.get("phone"))) .build(); // Adds the hashed phone number identifier to the UserData object's list. userIdentifiers.add(hashedPhoneNumberIdentifier); // Adds the user identifiers to the conversion. clickConversionBuilder.addAllUserIdentifiers(userIdentifiers);
C#
// Adds a user identifier using the hashed email address, using the normalize // and hash method specifically for email addresses. clickConversion.UserIdentifiers.Add(new UserIdentifier() { HashedEmail = NormalizeAndHashEmailAddress("alex.2@example.com"), // Optional: Specifies the user identifier source. UserIdentifierSource = UserIdentifierSource.FirstParty }); // Adds a user identifier using normalized and hashed phone info. clickConversion.UserIdentifiers.Add(new UserIdentifier() { HashedPhoneNumber = NormalizeAndHash("+1 800 5550102"), // Optional: Specifies the user identifier source. UserIdentifierSource = UserIdentifierSource.FirstParty }); // Adds a user identifier with all the required mailing address elements. clickConversion.UserIdentifiers.Add(new UserIdentifier() { AddressInfo = new OfflineUserAddressInfo() { // FirstName and LastName must be normalized and hashed. HashedFirstName = NormalizeAndHash("Alex"), HashedLastName = NormalizeAndHash("Quinn"), // CountryCode and PostalCode are sent in plain text. CountryCode = "US", PostalCode = "94045" } });
PHP
// Creates a click conversion with the specified attributes. $clickConversion = new ClickConversion(); // Extract user email and phone from the raw data, normalize and hash it, then wrap it in // UserIdentifier objects. Creates a separate UserIdentifier object for each. // The data in this example is hardcoded, but in your application you might read the raw // data from an input file. // IMPORTANT: Since the identifier attribute of UserIdentifier // (https://developers.google.com/google-ads/api/reference/rpc/latest/UserIdentifier) is a // oneof // (https://protobuf.dev/programming-guides/proto3/#oneof-features), you must set only ONE // of hashedEmail, hashedPhoneNumber, mobileId, thirdPartyUserId, or addressInfo. Setting // more than one of these attributes on the same UserIdentifier will clear all the other // members of the oneof. For example, the following code is INCORRECT and will result in a // UserIdentifier with ONLY a hashedPhoneNumber. // // $incorrectlyPopulatedUserIdentifier = new UserIdentifier([ // 'hashed_email' => '...', // 'hashed_phone_number' => '...' // ]); $rawRecord = [ // Email address that includes a period (.) before the Gmail domain. 'email' => 'alex.2@example.com', // Phone number to be converted to E.164 format, with a leading '+' as required. 'phone' => '+1 800 5550102', // This example lets you input conversion details as arguments, but in reality you might // store this data alongside other user data, so we include it in this sample user // record. 'orderId' => $orderId, 'gclid' => $gclid, 'conversionActionId' => $conversionActionId, 'conversionDateTime' => $conversionDateTime, 'conversionValue' => $conversionValue, 'currencyCode' => 'USD', 'adUserDataConsent' => $adUserDataConsent ]; // Creates a list for the user identifiers. $userIdentifiers = []; // Uses the SHA-256 hash algorithm for hashing user identifiers in a privacy-safe way, as // described at https://support.google.com/google-ads/answer/9888656. $hashAlgorithm = "sha256"; // Creates a user identifier using the hashed email address, using the normalize and hash // method specifically for email addresses. $emailIdentifier = new UserIdentifier([ // Uses the normalize and hash method specifically for email addresses. 'hashed_email' => self::normalizeAndHashEmailAddress( $hashAlgorithm, $rawRecord['email'] ), // Optional: Specifies the user identifier source. 'user_identifier_source' => UserIdentifierSource::FIRST_PARTY ]); $userIdentifiers[] = $emailIdentifier; // Checks if the record has a phone number, and if so, adds a UserIdentifier for it. if (array_key_exists('phone', $rawRecord)) { $hashedPhoneNumberIdentifier = new UserIdentifier([ 'hashed_phone_number' => self::normalizeAndHash( $hashAlgorithm, $rawRecord['phone'], true ) ]); // Adds the hashed email identifier to the user identifiers list. $userIdentifiers[] = $hashedPhoneNumberIdentifier; } // Adds the user identifiers to the conversion. $clickConversion->setUserIdentifiers($userIdentifiers);
Python
# Extract user email and phone from the raw data, normalize and hash it, # then wrap it in UserIdentifier objects. Create a separate UserIdentifier # object for each. The data in this example is hardcoded, but in your # application you might read the raw data from an input file. # IMPORTANT: Since the identifier attribute of UserIdentifier # (https://developers.google.com/google-ads/api/reference/rpc/latest/UserIdentifier) # is a oneof # (https://protobuf.dev/programming-guides/proto3/#oneof-features), you must # set only ONE of hashed_email, hashed_phone_number, mobile_id, # third_party_user_id, or address_info. Setting more than one of these # attributes on the same UserIdentifier will clear all the other members of # the oneof. For example, the following code is INCORRECT and will result in # a UserIdentifier with ONLY a hashed_phone_number: # # incorrectly_populated_user_identifier = client.get_type("UserIdentifier") # incorrectly_populated_user_identifier.hashed_email = "..."" # incorrectly_populated_user_identifier.hashed_phone_number = "..."" raw_record = { # Email address that includes a period (.) before the Gmail domain. "email": "alex.2@example.com", # Phone number to be converted to E.164 format, with a leading '+' as # required. "phone": "+1 800 5550102", # This example lets you input conversion details as arguments, # but in reality you might store this data alongside other user data, # so we include it in this sample user record. "order_id": order_id, "gclid": gclid, "conversion_action_id": conversion_action_id, "conversion_date_time": conversion_date_time, "conversion_value": conversion_value, "currency_code": "USD", "ad_user_data_consent": ad_user_data_consent, } # Constructs the click conversion. click_conversion = client.get_type("ClickConversion") # Creates a user identifier using the hashed email address, using the # normalize and hash method specifically for email addresses. email_identifier = client.get_type("UserIdentifier") # Optional: Specifies the user identifier source. email_identifier.user_identifier_source = ( client.enums.UserIdentifierSourceEnum.FIRST_PARTY ) # Uses the normalize and hash method specifically for email addresses. email_identifier.hashed_phone_number = normalize_and_hash_email_address( raw_record["email"] ) # Adds the user identifier to the conversion. click_conversion.user_identifiers.append(email_identifier) # Checks if the record has a phone number, and if so, adds a UserIdentifier # for it. if raw_record.get("phone") is not None: phone_identifier = client.get_type("UserIdentifier") phone_identifier.hashed_phone_number = normalize_and_hash( raw_record["phone"] ) # Adds the phone identifier to the conversion adjustment. click_conversion.user_identifiers.append(phone_identifier)
Ruby
# Extract user email and phone from the raw data, normalize and hash it, # then wrap it in UserIdentifier objects. Create a separate UserIdentifier # object for each. The data in this example is hardcoded, but in your # application you might read the raw data from an input file. # IMPORTANT: Since the identifier attribute of UserIdentifier # (https://developers.google.com/google-ads/api/reference/rpc/latest/UserIdentifier) # is a oneof # (https://protobuf.dev/programming-guides/proto3/#oneof-features), you must # set only ONE of hashed_email, hashed_phone_number, mobile_id, # third_party_user_id, or address_info. Setting more than one of these # attributes on the same UserIdentifier will clear all the other members of # the oneof. For example, the following code is INCORRECT and will result in # a UserIdentifier with ONLY a hashed_phone_number: # # incorrectly_populated_user_identifier.hashed_email = "..."" # incorrectly_populated_user_identifier.hashed_phone_number = "..."" raw_record = { # Email address that includes a period (.) before the Gmail domain. "email" => "alex.2@example.com", # Phone number to be converted to E.164 format, with a leading '+' as # required. "phone" => "+1 800 5550102", # This example lets you input conversion details as arguments, # but in reality you might store this data alongside other user data, # so we include it in this sample user record. "order_id" => order_id, "gclid" => gclid, "conversion_action_id" => conversion_action_id, "conversion_date_time" => conversion_date_time, "conversion_value" => conversion_value, "currency_code" => "USD", "ad_user_data_consent" => ad_user_data_consent, } click_conversion = client.resource.click_conversion do |cc| cc.conversion_action = client.path.conversion_action(customer_id, conversion_action_id) cc.conversion_date_time = conversion_date_time cc.conversion_value = conversion_value.to_f cc.currency_code = 'USD' unless order_id.nil? cc.order_id = order_id end unless raw_record["gclid"].nil? cc.gclid = gclid end # Specifies whether user consent was obtained for the data you are # uploading. For more details, see: # https://www.google.com/about/company/user-consent-policy unless raw_record["ad_user_data_consent"].nil? cc.consent = client.resource.consent do |c| c.ad_user_data = ad_user_data_consent end end # Creates a user identifier using the hashed email address, using the # normalize and hash method specifically for email addresses. # If using a phone number, use the normalize_and_hash method instead. cc.user_identifiers << client.resource.user_identifier do |ui| ui.hashed_phone_number = normalize_and_hash_email(raw_record["email"]) # Optional: Specifies the user identifier source. ui.user_identifier_source = :FIRST_PARTY end # Checks if the record has a phone number, and if so, adds a UserIdentifier # for it. unless raw_record["phone"].nil? cc.user_identifiers << client.resource.user_identifier do |ui| ui.hashed_phone_number = normalize_and_hash_email(raw_record["phone"]) end end end
Perl
# Create an empty click conversion. my $click_conversion = Google::Ads::GoogleAds::V18::Services::ConversionUploadService::ClickConversion ->new({}); # Extract user email and phone from the raw data, normalize and hash it, # then wrap it in UserIdentifier objects. Create a separate UserIdentifier # object for each. # The data in this example is hardcoded, but in your application # you might read the raw data from an input file. # # IMPORTANT: Since the identifier attribute of UserIdentifier # (https://developers.google.com/google-ads/api/reference/rpc/latest/UserIdentifier) # is a oneof # (https://protobuf.dev/programming-guides/proto3/#oneof-features), you must set # only ONE of hashed_email, hashed_phone_number, mobile_id, third_party_user_id, # or address-info. Setting more than one of these attributes on the same UserIdentifier # will clear all the other members of the oneof. For example, the following code is # INCORRECT and will result in a UserIdentifier with ONLY a hashed_phone_number: # # my $incorrect_user_identifier = Google::Ads::GoogleAds::V18::Common::UserIdentifier->new({ # hashedEmail => '...', # hashedPhoneNumber => '...', # }); my $raw_record = { # Email address that includes a period (.) before the Gmail domain. email => 'alex.2@example.com', # Phone number to be converted to E.164 format, with a leading '+' as # required. phone => '+1 800 5550102', # This example lets you input conversion details as arguments, # but in reality you might store this data alongside other user data, # so we include it in this sample user record. orderId => $order_id, gclid => $gclid, conversionActionId => $conversion_action_id, conversionDateTime => $conversion_date_time, conversionValue => $conversion_value, currencyCode => "USD", adUserDataConsent => $ad_user_data_consent }; my $user_identifiers = []; # Create a user identifier using the hashed email address, using the normalize # and hash method specifically for email addresses. my $hashed_email = normalize_and_hash_email_address($raw_record->{email}); push( @$user_identifiers, Google::Ads::GoogleAds::V18::Common::UserIdentifier->new({ hashedEmail => $hashed_email, # Optional: Specify the user identifier source. userIdentifierSource => FIRST_PARTY })); # Create a user identifier using normalized and hashed phone info. my $hashed_phone = normalize_and_hash($raw_record->{phone}); push( @$user_identifiers, Google::Ads::GoogleAds::V18::Common::UserIdentifier->new({ hashedPhone => $hashed_phone, # Optional: Specify the user identifier source. userIdentifierSource => FIRST_PARTY })); # Add the user identifiers to the conversion. $click_conversion->{userIdentifiers} = $user_identifiers;
Menambahkan detail konversi ke ClickConversion
Java
// Adds details of the conversion. clickConversionBuilder.setConversionAction( ResourceNames.conversionAction( customerId, Long.parseLong(rawRecord.get("conversionActionId")))); clickConversionBuilder.setConversionDateTime(rawRecord.get("conversionDateTime")); clickConversionBuilder.setConversionValue(Double.parseDouble(rawRecord.get("conversionValue"))); clickConversionBuilder.setCurrencyCode(rawRecord.get("currencyCode")); // Sets the order ID if provided. if (rawRecord.containsKey("orderId")) { clickConversionBuilder.setOrderId(rawRecord.get("orderId")); } // Sets the Google click ID (gclid) if provided. if (rawRecord.containsKey("gclid")) { clickConversionBuilder.setGclid(rawRecord.get("gclid")); } // Sets the consent information, if provided. if (rawRecord.containsKey("adUserDataConsent")) { // Specifies whether user consent was obtained for the data you are uploading. See // https://www.google.com/about/company/user-consent-policy for details. clickConversionBuilder.setConsent( Consent.newBuilder() .setAdUserData(ConsentStatus.valueOf(rawRecord.get("adUserDataConsent")))); } // Calls build to build the conversion. ClickConversion clickConversion = clickConversionBuilder.build();
C#
// Adds details of the conversion. clickConversion.ConversionAction = ResourceNames.ConversionAction(customerId, conversionActionId); clickConversion.ConversionDateTime = conversionDateTime; clickConversion.ConversionValue = conversionValue; clickConversion.CurrencyCode = "USD"; // Sets the order ID if provided. if (!string.IsNullOrEmpty(orderId)) { clickConversion.OrderId = orderId; } // Sets the Google click ID (gclid) if provided. if (!string.IsNullOrEmpty(gclid)) { clickConversion.Gclid = gclid; }
PHP
// Adds details of the conversion. $clickConversion->setConversionAction( ResourceNames::forConversionAction($customerId, $rawRecord['conversionActionId']) ); $clickConversion->setConversionDateTime($rawRecord['conversionDateTime']); $clickConversion->setConversionValue($rawRecord['conversionValue']); $clickConversion->setCurrencyCode($rawRecord['currencyCode']); // Sets the order ID if provided. if (!empty($rawRecord['orderId'])) { $clickConversion->setOrderId($rawRecord['orderId']); } // Sets the Google click ID (gclid) if provided. if (!empty($rawRecord['gclid'])) { $clickConversion->setGclid($rawRecord['gclid']); } // Sets the ad user data consent if provided. if (!empty($rawRecord['adUserDataConsent'])) { // Specifies whether user consent was obtained for the data you are uploading. See // https://www.google.com/about/company/user-consent-policy for details. $clickConversion->setConsent( new Consent(['ad_user_data' => $rawRecord['adUserDataConsent']]) ); }
Python
# Add details of the conversion. # Gets the conversion action resource name. conversion_action_service = client.get_service("ConversionActionService") click_conversion.conversion_action = ( conversion_action_service.conversion_action_path( customer_id, raw_record["conversion_action_id"] ) ) click_conversion.conversion_date_time = raw_record["conversion_date_time"] click_conversion.conversion_value = raw_record["conversion_value"] click_conversion.currency_code = raw_record["currency_code"] # Sets the order ID if provided. if raw_record.get("order_id"): click_conversion.order_id = raw_record["order_id"] # Sets the gclid if provided. if raw_record.get("gclid"): click_conversion.gclid = raw_record["gclid"] # Specifies whether user consent was obtained for the data you are # uploading. For more details, see: # https://www.google.com/about/company/user-consent-policy if raw_record["ad_user_data_consent"]: click_conversion.consent.ad_user_data = client.enums.ConsentStatusEnum[ raw_record["ad_user_data_consent"] ]
Ruby
cc.conversion_action = client.path.conversion_action(customer_id, conversion_action_id) cc.conversion_date_time = conversion_date_time cc.conversion_value = conversion_value.to_f cc.currency_code = 'USD' unless order_id.nil? cc.order_id = order_id end unless raw_record["gclid"].nil? cc.gclid = gclid end # Specifies whether user consent was obtained for the data you are # uploading. For more details, see: # https://www.google.com/about/company/user-consent-policy unless raw_record["ad_user_data_consent"].nil? cc.consent = client.resource.consent do |c| c.ad_user_data = ad_user_data_consent end end
Perl
# Add details of the conversion. $click_conversion->{conversionAction} = Google::Ads::GoogleAds::V18::Utils::ResourceNames::conversion_action( $customer_id, $raw_record->{conversionActionId}); $click_conversion->{conversionDateTime} = $raw_record->{conversionDateTime}; $click_conversion->{conversionValue} = $raw_record->{conversionValue}; $click_conversion->{currencyCode} = $raw_record->{currencyCode}; # Set the order ID if provided. if (defined $raw_record->{orderId}) { $click_conversion->{orderId} = $raw_record->{orderId}; } # Set the Google click ID (gclid) if provided. if (defined $raw_record->{gclid}) { $click_conversion->{gclid} = $raw_record->{gclid}; } # Set the consent information, if provided. if (defined $raw_record->{adUserDataConsent}) { $click_conversion->{consent} = Google::Ads::GoogleAds::V18::Common::Consent->new({ adUserData => $raw_record->{adUserDataConsent}}); }
Upload ClickConversion
Java
// Creates the conversion upload service client. try (ConversionUploadServiceClient conversionUploadServiceClient = googleAdsClient.getLatestVersion().createConversionUploadServiceClient()) { // Uploads the click conversion. Partial failure should always be set to true. // NOTE: This request contains a single conversion as a demonstration. However, if you have // multiple conversions to upload, it's best to upload multiple conversions per request // instead of sending a separate request per conversion. See the following for per-request // limits: // https://developers.google.com/google-ads/api/docs/best-practices/quotas#conversion_upload_service UploadClickConversionsResponse response = conversionUploadServiceClient.uploadClickConversions( UploadClickConversionsRequest.newBuilder() .setCustomerId(Long.toString(customerId)) .addConversions(clickConversion) // Enables partial failure (must be true). .setPartialFailure(true) .build());
C#
// Uploads the click conversion. Partial failure should always be set to true. // NOTE: This request contains a single conversion as a demonstration. // However, if you have multiple conversions to upload, it's best to upload multiple // conversions per request instead of sending a separate request per conversion. // See the following for per-request limits: // https://developers.google.com/google-ads/api/docs/best-practices/quotas#conversion_upload UploadClickConversionsResponse response = conversionUploadService.UploadClickConversions( new UploadClickConversionsRequest() { CustomerId = customerId.ToString(), Conversions = { clickConversion }, // Enables partial failure (must be true). PartialFailure = true });
PHP
// Issues a request to upload the click conversion. $conversionUploadServiceClient = $googleAdsClient->getConversionUploadServiceClient(); // NOTE: This request contains a single conversion as a demonstration. However, if you have // multiple conversions to upload, it's best to upload multiple conversions per request // instead of sending a separate request per conversion. See the following for per-request // limits: // https://developers.google.com/google-ads/api/docs/best-practices/quotas#conversion_upload_service $response = $conversionUploadServiceClient->uploadClickConversions( // Enables partial failure (must be true). UploadClickConversionsRequest::build($customerId, [$clickConversion], true) );
Python
# Creates the conversion upload service client. conversion_upload_service = client.get_service("ConversionUploadService") # Uploads the click conversion. Partial failure should always be set to # True. # NOTE: This request only uploads a single conversion, but if you have # multiple conversions to upload, it's most efficient to upload them in a # single request. See the following for per-request limits for reference: # https://developers.google.com/google-ads/api/docs/best-practices/quotas#conversion_upload_service response = conversion_upload_service.upload_click_conversions( customer_id=customer_id, conversions=[click_conversion], # Enables partial failure (must be true). partial_failure=True, )
Ruby
response = client.service.conversion_upload.upload_click_conversions( customer_id: customer_id, conversions: [click_conversion], # Partial failure must be true. partial_failure: true, ) if response.partial_failure_error puts "Partial failure encountered: #{response.partial_failure_error.message}" else result = response.results.first puts "Uploaded click conversion that happened at #{result.conversion_date_time} " \ "to #{result.conversion_action}." end
Perl
# Upload the click conversion. Partial failure should always be set to true. # # NOTE: This request contains a single conversion as a demonstration. # However, if you have multiple conversions to upload, it's best to # upload multiple conversions per request instead of sending a separate # request per conversion. See the following for per-request limits: # https://developers.google.com/google-ads/api/docs/best-practices/quotas#conversion_upload_service my $response = $api_client->ConversionUploadService()->upload_click_conversions({ customerId => $customer_id, conversions => [$click_conversion], # Enable partial failure (must be true). partialFailure => "true" });
Tinjau upload Anda
Gunakan diagnostik data offline untuk meninjau kondisi keseluruhan upload terbaru Anda. Perhatikan bahwa keberhasilan upload tidak selalu berarti upload memiliki kecocokan.
Saat melaporkan metrik konversi untuk kampanye, lihat Memetakan metrik antarmuka pengguna untuk mengaitkan metrik UI Google Ads dengan kolom pelaporan Google Ads API. Anda juga dapat membuat kueri resource conversion_action
untuk melihat jumlah total konversi dan total nilai konversi untuk tindakan konversi tertentu.
Langkah berikutnya
Jika Anda perlu menyesuaikan konversi, buka panduan Mengupload Penyesuaian Konversi.
Untuk panduan pemecahan masalah integrasi konversi yang disempurnakan untuk prospek, lanjutkan ke panduan Pemecahan masalah.