Agent operation multi-customer scenario: How to achieve deduplication, naming and acceptance of American WA numbers by project?

The cross-border marketing agency operation team usually serves multiple customers at the same time. Each customer needs an independent US WA number (i.e. US WhatsApp number) for community operations, private message promotion or verification activities. When team members are faced with hundreds of thousands or even millions of numbers, the most likely confusions are: repeated detection of numbers across projects, resulting in wasted balances, inability to quickly distinguish ownership in exported files, and inability to provide clear statistical indicators when customers require acceptance. From the perspective of the agency operation team “B10 Agency”, this article explains how to use the KK-DATA platform to achieve deduplication of US WA numbers by project, unified naming and archiving, and establish a repeatable acceptance process.

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What is a US WA number? Why does multi-customer scenario of agent operation require detailed management?

The US WA number refers to the mobile phone number corresponding to the WhatsApp account located in the United States (country code +1). WhatsApp has more than 2 billion monthly active users worldwide. The U.S. market has become a key area for cross-border e-commerce, independent websites, financial technology and other industries due to its English-speaking environment and high spending power. The agency operation team helps customers obtain verified and active US WA numbers for use in private messaging, community recruitment, event notifications and other scenarios.

But in actual operations, a team often takes on 3 to 5 or more customers at the same time. Each customer’s needs are different: some require a number activation rate of ≥85%, some only want male accounts active within 7 days, and some require filtering by area code segment. Without systematic management, the data is easily mixed, which not only delays the final delivery, but also may result in excessive deductions due to repeated detection of the same number. Therefore, refined sub-project management has become an urgent need for the agency operation team.

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Typical pain points in managing US WA numbers for multiple customers on behalf of operators

According to our communications with multiple agency operation teams, the following questions are most commonly mentioned:

Pain points	Specific manifestations
Numbers are repeatedly detected across projects	After the same US WA number was detected by client A’s task, it appeared in client B’s task again, resulting in repeated deductions and increased waiting time
Export file confusion	After multiple tasks are completed at the same time, the exported CSV/TXT file names are similar and it is impossible to tell which customer they belong to at a glance
Acceptance standards are not uniform	Customer A is concerned about the activation rate, Customer B requires an activity field, and Customer C requires gender distribution. One piece of data cannot meet all needs
Unable to trace back the history	When customers question the quality of data, they cannot find the corresponding detection records and original export files, lacking objective evidence
Difficulty in cost control	I don’t know how many items will actually be tested before batch submission, and I only realize it later when the budget is exceeded

If the above pain points are not resolved, the agency operation team will spend a lot of time on checking, organizing, and explaining instead of the core customer acquisition execution. Next, we will introduce a set of implementable solutions based on the functions of the KK-DATA platform.

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How to use KK-DATA to deduplicate American WA numbers by item?

KK-DATA provides data deduplication warehouse, which is the core component to achieve sub-project management. Each customer can have an independent “warehouse” in which only the numbers that have been tested by the customer are stored. When submitting a new task, the platform automatically compares the numbers in the warehouse and skips the existing ones, thereby avoiding repeated detection and deductions.

Creation and use of cross-customer deduplication warehouse

Step Instructions:

1. Log in to Application Console and enter the “Data Deduplication” module.
2. Click “New Warehouse”. It is recommended that the naming format include the customer ID, for example: ClientA_WA_2025.
3. Associate the warehouse with the numbers that have been detected in the customer history: If there have been export files before, they can be imported into the warehouse in batches (CSV/TXT format is supported, and the number column is automatically recognized).
4. When subsequently submitting a screening task for this customer, select the warehouse in the “Remove Duplicate Warehouse” drop-down list.
5. After the task is executed, the passed number in the detection result will be automatically added to the warehouse, without manual update.

This method ensures that all tasks within the same customer share the same deduplication blacklist, while warehouses between different customers are isolated from each other. Even if the number appears repeatedly in two customers’ tasks, the platform will still detect it separately as long as the warehouses are different (because different customers require independent data sets). But usually, the agent operation team will not sell the same number to two customers, so cross-customer deduplication refers more to the deduplication of historical data within a single customer.

Duplicate detection and cost estimation before task submission

When submitting a screening task, the platform will display in the “Cost Estimate” area:

• Total number of imported numbers
• The actual number of items that will be detected after comparing with the selected warehouse (numbers that already exist in the warehouse are marked as “skip”)
• Estimated total cost (calculated based on real-time unit price, see official website billing page for details)

This transparent estimate allows agency operators to control costs in advance: if the estimate exceeds the customer’s budget, the number of numbers or filtering conditions can be adjusted.

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Naming and archiving strategy for US WA numbers

Confusing export file naming is a common problem for agent operation teams. It is recommended to establish unified naming rules and cooperate with the export function of the platform to achieve “at a glance” file archiving.

Recommended project naming convention

Recommended format: 客户缩写_国家_平台_筛选类型_日期

Example:

• C01_US_WA_Active_20250407 means: Customer C01, United States, WhatsApp, active status, exported on April 7, 2025
• B10_US_WA_Male_7d_20250408 means: B10 Agency own test, United States, WA, male, active for 7 days, exported on April 8, 2025

When submitting a task in the KK-DATA console, you can customize the “task name”, which will appear in the prefix of the exported file (some export formats support setting file names). After the task is completed, the directly downloaded file name will contain this custom name, without the need to rename it twice.

Export field selection and data archiving

According to customer needs, check the required fields when exporting. Commonly used US WA number fields include:

• Telephone number (mobile phone number)
• Activation status (activated/not activated)
• Activity (last online time or active window)
• Gender (male/female/unknown)
• Detection time

Export format supports CSV and TXT. It is recommended to store by project folder: create a folder for each customer, name the subfolders internally by date, and archive the corresponding deduplicated warehouse records (export) as well. In this way, when a customer asks “What was the account activation rate last month?”, they can quickly call up the export file at that time and directly calculate the statistical value.

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Acceptance process for US WA numbers: How to ensure data quality meets customer requirements?

Acceptance is a key link in agency operation delivery. Rather than looking at numbers one by one, customers typically ask for a statistical overview and a sample list from the agent.

Opening rate and activity acceptance criteria

Most customers will set a minimum requirement for the activation rate (for example, ≥85%). After the KK-DATA task is completed, the overall statistics of this test will be displayed on the task details page of the console, including: total number, number of activated numbers, number of unactivated numbers, activation rate, activity rate, gender distribution, etc. Agent operations can screenshot or export these numbers as a basis for acceptance.

At the same time, in order to make customers more convinced, it is recommended to export only a subset of numbers that meet the conditions (for example, only export activated and active numbers). When filtering tasks, check “Keep only activated numbers” and “Active window (such as 7 days)”, and then export directly. The delivered list will be verified high-quality numbers.

Customized delivery of gender and active window screening

Some customers require numbers for a specific gender (such as male) or a specific active period (such as active in the past 3 days). In the number screening function of KK-DATA, you can submit multiple tasks with different conditions for the same source number list, and each task is screened independently without interfering with each other. For example:

• Task A: Detect activation + gender male, export male number
• Task B: Detect activation + active window of 7 days, export active numbers within 7 days

When accepting, attach the statistical value of the corresponding field (for example, “males account for 42%”), and include the gender column in the exported CSV. Customers can sample and verify by themselves.

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Example of phased operation process for the operation team

Assume that the agency operation team “B10 Agency” receives a new customer and needs to provide 100,000 US WA active numbers every month. The following is the standardized operating procedure for utilizing KK-DATA:

1. Create customer-specific deduplication warehouse Create a new warehouse in the console, name it like ClientX_US_WA, and import the historical numbers (if any) that the customer has detected before.

2. Set filter conditions Select “United States” for the country, select “WhatsApp” for the platform, select “Active” and “Active” for the filtering type, and set the active window to 7 days according to customer requirements.

3. Submit the task and associate the deduplication warehouse Import the list of numbers to be detected (you can generate it from global numbers or purchase the list yourself), select the warehouse created in step 1, check the estimated cost and confirm the budget.

4. Wait for task completion and receive notification Turn on Telegram notification, and you will receive real-time messages after the task is completed. Even if you are dealing with multiple customers at the same time, you can know it immediately.

5. Export and archive according to specifications Export CSV, name the file according to team rules (such as ClientX_US_WA_Active7d_20250407.csv), and store it in the corresponding customer folder.

6. Update the deduplication warehouse and deliver it The detected numbers in the task results are automatically stored in the database (or imported manually), and then the statistical overview screenshots and CSV files are sent to the customer for acceptance.

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FAQ

**Question: How to prevent projects from different customers from repeatedly detecting the same U.S. WA number when operating on behalf of multiple customers? ** Answer: In KK-DATA, you can create a separate deduplication warehouse for each customer. When submitting a task, select the corresponding warehouse. The platform will automatically skip the numbers that have been detected in the warehouse to avoid repeated deductions. However, please note that if the same number needs to serve two customers at the same time (which rarely happens), it is recommended to create separate warehouses and submit them separately. For specific operations, please refer to Usage Document.

**Q: Each customer requires different filtering conditions (such as active days, gender), can I set different tasks each time? ** Answer: Absolutely. Each time you submit a screening task, you can independently select the screening type (activated, active, gender, etc.) and set specific parameters (such as active window of 7 days, gender male). Tasks do not affect each other and support parallel submission of multiple tasks, making it very suitable for customizing data for different customers.

**Q: During acceptance, the customer requires statistical data on US WA numbers, such as activation rate and activity rate. Where can I get it? ** Answer: After the task is completed, the overall statistics of this test will be displayed on the task details page of the console, including activation rate, activity rate, gender distribution, etc. You can also export a complete data list and calculate any indicators yourself to facilitate reconciliation with customers. Statistical values ​​can be screenshotted and included in the acceptance report.

**Q: After exporting the US WA number, how to quickly distinguish which number belongs to which customer? ** Answer: It is recommended to customize the task name (such as ClientA_US_WA_Active) before exporting, and the file name of the exported file will include this name. In addition, a unified naming rule can be established within the team (such as “Customer Abbreviation_Country_Platform_Type_Date”), and the files can be classified and archived according to folders after exporting. Details can be found in the “Recommended Project Naming Conventions” section above.

**Q: What is the balance recharge and deduction model? Will there be a subscription fee? ** Answer: KK-DATA adopts a pure billing model with no subscription package. You only need to recharge USDT (TRC20) to your account balance (minimum is about 50 USDT), and the corresponding fees will be deducted from the balance after the number screening task is completed. The unit prices for different platforms and different detection types are different, and the specific price is subject to the real-time price of the console. See Billing Instructions for details.

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The above processes and strategies have been verified by multiple agent operation teams and can effectively reduce confusion and cost waste in US WA number management. If you also want to improve your team’s data filtering efficiency, you can start trying it now.

👉 Log in to the console to start screening numbers Two-way contact customer service: https://t.me/kkdata_robot