US WS Active Data Delivery SOP: Complete Guide to Studio Batch Acquisition Acceptance

#US WS Active Data Delivery SOP: Complete Guide for Studio Batch Acquisition and Acceptance of WhatsApp Active Numbers

When you provide U.S. WhatsApp activity data (U.S. WS activity data) to cross-border e-commerce or overseas marketing teams, what customers are most concerned about is not “how many messages have you run”, but “these numbers can really reach real users and have had online behavior within 7 days/30 days.” As a studio or agent operation team, you need a set of standardized operating procedures (SOP), from number source preparation to re-screening and acceptance, to ensure that every delivery is stable and reproducible.

This article dismantles a set of implementable US WS active data delivery SOP for you, covering the entire process of generation → screening → deduplication → re-inspection → acceptance. This article uses KK-DATA as an example of a screening tool. Its core functions (global number generation, multi-platform screening, data deduplication warehouse, and billing by item) can fully support this process. All unit prices are based on the real-time price of the console and are not fictitious figures.

What is US WS active data? Why do studios need it?

US WS active data refers to a collection of US phone numbers that have registered with WhatsApp and have online records within the past specified number of days (such as 7 days, 30 days). The key difference between it and “activated number” (only complete registration) is activity: only active numbers are more likely to reply to private messages, join communities, and complete conversions, thus avoiding wasting resources on silent or abandoned accounts.

The core challenges for studios and agency operations teams are:

• Pack and deliver verifiable active numbers in batches, rather than just a large pool;
• Control costs - every invalid test wastes budget;
• Meet customer needs for auxiliary fields such as gender and avatar, and improve data availability.

Therefore, establishing a set of delivery SOPs, using US ws active data as the main line of delivery, is the basis for reducing rework rates and building customer trust.

Quality indicators for US WS active data: How to define “active”?

Before implementing SOP, it is necessary to unify the quantitative standards of “activity” with customers. Common indicators include:

Indicators	Description	Recommended agreed values
Active time window	Number has online behavior within N days	Within 7 days, 15 days, 30 days (according to business scenario)
Activity rate	Proportion of active numbers among delivered numbers	≥80% or according to contract
Gender fill rate	The proportion of non-empty gender fields in the export results	Usually 60%-80%, you need to clarify whether it is required
Proportion of invalid numbers	Unregistered or expired and inactive numbers	≤5%

Note: KK-DATA’s WhatsApp filter supports customizing active days (such as 7 days, 30 days), and provides additional fields such as gender, avatar, and nickname. Be sure to confirm the window definition in writing during acceptance to avoid subsequent disputes.

SOP for the studio to obtain US WS active data in batches (4-step process)

The following process is based on KK-DATA console operation and has been verified to be efficient in actual delivery.

Step 1: Number source preparation - Generate or import target number pool

Core Action: Obtain enough US numbers as a candidate pool. It is recommended that the production volume be 1.5 times the target delivery volume to allow room for screening.

• Use global number generation (free): Select “Number Generation” in the KK-DATA console, select the country “United States”, and the system will automatically generate numbers in batches based on number segments. Millions of items can be generated at a time, completely free of charge.
• Customized CSV import: If you already have your own number range or a customer-specified number range, you can upload a CSV file.
• Duplication Warehouse Pre-Cleaning: Submit the generated numbers to the “Data Deduplication Warehouse” to remove numbers that are duplicates of historical tasks to avoid repeated deductions during subsequent detections.

Practical Suggestions: The US number segments are scattered (such as +1 212 New York, +1 310 Los Angeles, etc.). It is recommended to generate segments by region to facilitate customers to filter by regional preferences.

Step 2: Configure the US WhatsApp screening task—activity + gender dual-dimensional screening

Core Action: Select the WhatsApp screen number in the “Screen ID Task” and check “Activity Detection” and “Gender Detection” at the same time.

• Activity Detection: Set a time window, such as 7 days. “active” or “inactive” will appear in the result field.
• Gender Detection: Get the registered gender (male/female) of the number. Some accounts may not be recognized. The fill rate is usually 60%-80%.
• Other optional fields: Whether the avatar exists, nickname, WSID, etc. It can be turned off when not needed to reduce detection costs (see console real-time price for details).

Note: A single task supports a maximum of about 1 million items. If your candidate pool is 1.5 million, it can be split into two task submissions.

Step 3: Task monitoring and data export

Core Action: After submitting the task, the system automatically executes it. It is recommended to turn on Telegram notifications (bind Telegram ID in the console) and receive reminders immediately when the task is completed.

• Data Export: Select CSV or TXT format. The export fields include: number, activation status, active status, latest active time, gender, nickname, etc.
• Post-export processing: Check duplicates again locally or through the deduplication warehouse. Recommendation: Immediately after exporting, submit the “Active Numbers” list to the “Deduplication Warehouse” and mark it as used to prevent repeated detection in subsequent tasks.

Step 4: Re-screening and verification - use independent samples to test data quality

Core Action: Randomly select a certain proportion (recommended 1% or at least 500) from the exported results, resubmit the “WhatsApp Activity Detection” task, and verify the stability and accuracy of the first result.

• Comparison indicators:
  • Activity rate deviation: whether the difference between the two activity rates exceeds 5%.
  • Gender distribution: Is the ratio of men to women the second time consistent with the first time.
• If the deviation is too large: Check the cause - it may be that the quality of the number source fluctuates (such as a large number of new numbers recently), or the network delay during the first detection leads to misjudgment. At this point, the original results should be cleared and rescreened from a larger candidate pool.

Key inspection items for acceptance data: must be checked before studio delivery

Before delivering to the customer, please check item by item according to the following checklist to avoid rework.

Number real activity rate ≥ customer agreed value

Calculation method: 实际活跃号码数 ÷ 交付号码总数. Reserve a tolerance (for example, the agreed value is 80%, and the actual recommendation is to reach more than 85%). If the value is lower than the agreed value, supplementary amount is required. Note: Eliminate numbers with unknown gender or inactive numbers.

Reasonable proportion of gender fields

The gender field fill rate in exported data is usually 60%-80%. If the customer clearly requires “male proportion ≥ 40%”, only the numbers with the gender “male” need to be exported when screening numbers, and confirm whether the fill rate meets the delivery volume.

Ratio of invalid numbers (unregistered/inactive) ≤ 5%

Delivery numbers should not include “unactivated” or “inactive” numbers. When exporting, it is recommended to filter out rows whose status is not “active”. Also check the “Number” field for format errors (such as missing country code +1).

Rescreening rules and cleaning strategies for US WS active data

To ensure high purity of the final delivered data, it is recommended to perform the following cleaning steps:

1. Cross-task deduplication: Use KK-DATA’s “Data Deduplication Warehouse” to import the active numbers of all historical tasks. After new tasks are generated, they will be automatically compared and deduplicated to avoid checking out the numbers that have been delivered again.
2. Eliminate by active time: If the customer requires 7 days of activity, but finds in the results “misjudged” records that have been inactive for more than 15 days, the active time range can be manually filtered after exporting.
3. Gender Ratio Sampling: For customers with strict gender requirements, you can sample and manually verify by gender field after export (use your mobile phone to try to send a message to confirm activity and gender matching).
4. Re-screening frequency: Conduct independent re-screening at least once before each delivery, and retain the re-screening results as acceptance materials.

Cost control skills: How studios can get the best data with the smallest budget

• Free generation first, then filter on demand: Number generation is completely free, do not directly purchase external number pools. There is no charge to generate 500,000 US numbers on KK-DATA, and subsequent charges will only be deducted for screening tests.
• Avoid unnecessary detection types: If the customer only needs “active” but not “gender”, only check the active detection to reduce the cost per item. Different detection types have different prices, please see the real-time price on the console for details.
• Use the deduplication warehouse: Import the completed task results into the deduplication warehouse, and subsequent new tasks will automatically exclude the numbers that have been detected to avoid repeated deductions.
• Reasonably control the size of the candidate pool: The target is to deliver 100,000 active numbers, and the recommended candidate pool is 150,000. If the candidate pool is too large (such as 500,000), it will consume more detection fees, and the activity rate may decrease as the candidate pool increases.

Summary of advantages of using KK-DATA to implement SOP

Advantages	Description
Free global number generation	240+ country number segments, custom CSV import, 0-cost candidate pool acquisition
Supports up to 1 million items/time	Suitable for batch delivery, no need to submit multiple times
Telegram task notification	Real-time perception of completion status, suitable for remote collaboration
No subscription, pay per item	Pay as you go, studios can flexibly control costs
USDT anonymous recharge	The minimum is about 50 USDT, suitable for overseas studios to avoid payment restrictions

This set of SOPs has been implemented in multiple studios, reducing the delivery rework rate of US ws active data from 30% to less than 5%. It is recommended to establish your own standardized process as early as possible to improve customer trust.

FAQ

**Q: How many days does it take for US WS active data to be delivered? ** Answer: It depends on the number of tasks. Within 1 million items at a time, screening is usually completed within 1-3 days. It is recommended to plan in advance and reserve time for re-screening. If the customer’s requirements are tight, it can be delivered in batches: the one with a smaller active window (such as 7 days) will be delivered first, and 30 days of data will be added later.

**Q: How to tell if a number is active on WhatsApp? ** Answer: KK-DATA uses the official WhatsApp interface to verify whether the number has an online record within the specified number of days in the past. You can set the number of active days in the task (such as 7 days, 30 days), and the result will display “active” or “inactive”. Note: This test is based on publicly available online status and is not 100% accurate, but is sufficient for commercial standards as a batch screen.

**Q: What should I do if the customer requires a male-to-female ratio, but the gender detection fill rate is low? ** Answer: First, check “Gender Detection” in batches when filtering numbers. If the gender field in the exported data is not empty, it will be an identifiable number. If the customer requires a strict ratio (such as 60% male), it can only be extracted from the rows with a non-empty gender field, and the “identified gender number” will be noted in the delivery list. In addition, customers can be informed that gender is an optional field when registering with WhatsApp, so some numbers cannot be recognized, which is normal.

**Q: How long can the deduplication warehouse be stored? Will it result in repeated deductions? ** Answer: The deduplication warehouse permanently stores the hash value of the imported number and does not store the original number to ensure data security. When a new task is submitted, the system will automatically skip the numbers already in the warehouse, so there will be no repeated deductions. It is recommended that after each export of active numbers, the results be imported into the warehouse to form a continuous accumulation.

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If you are building an efficient and reusable US WS active data delivery process for your team, you can try KK-DATA now. 👉 Log in to the console to start screening numbers, or you can communicate directly with customer service: two-way contact customer service https://t.me/kkdata_robot and obtain the latest version of the operating document https://docs.kkdata.cc/.