Sign Up
Today, as global private domain marketing becomes increasingly refined,How to identify batchesWhatsApp active users, has become a key variable for enterprises to achieve efficiency and conversion results. Especially in the face of a million-level number pool, relying solely on traditional means to make judgments is not only inefficient, but also more likely to lead to resource waste and investment risks. With the help of professional tool platforms such as Digital Planet, a set of efficient identification methodologies that truly adapt to the global market can be built.
This article will focus onThe core requirement of "active user screening" is developed from four dimensions: scene recognition, status recognition, technical strategy and practical operation process. Combined with the capability module of Digital Planet, it provides a feasible and replicable operation path for the cross-border marketing team.
Why is it necessary to filter active users?
existIn instant messaging platforms like WhatsApp, "account existence" does not mean "user active". A large number of accounts may not be logged in for a long time, their devices may be deactivated, or they may even be blocked by the platform. If you still reach out to such accounts in marketing or promotion, it will often bring the following risks:
lMessage delivery fails and sending resources are wasted
lThe risk of account suspension increases, and the delivery account is marked by the system.
lLow interaction rate lowers the overall conversion data and affects subsequent strategy formulation.
Therefore, the first step to improve reach efficiency is to distinguish active users from silent accounts, and accurately focus limited budget, content, and human resources on target groups that are highly likely to respond.
What are the identification dimensions of active users?
In actual delivery scenarios, the identification of active users is not a single-dimensional judgment, but a combination of multiple indicators."Active portrait" mainly includes the following directions:
lwhetherOn or near the dayThere are online records on the 3rd
lwhetherThere have been recent chat, send, and receive actions
lwhetherInstalled in active device
lwhetherNot blocked or logged out
lwhetherFrequently changing devices or using third-party tools
These behavioral data themselves are not public and must be automatically identified through professional behavioral judgment systems, status detection models, and data cross-analysis mechanisms.
The active identification module of the Digital Planet platform is based on the above logic and has built a set of multi-source, multi-dimensional, high-frequency verification identification system, supporting millions of accounts to run and screen simultaneously.
How to efficiently filter active status from millions of data?
Traditional methods usually rely on manual detection or scattered software operations, and can achieve up to thousands of detections./day, and in the Digital Planet platform, the million-level data screening process is divided into the following key steps:
1. Data import standardization
The platform supports batch importFor TXT/CSV format number files, the system will automatically remove duplicates, clean them, and unify the format to avoid erroneous data affecting recognition accuracy.
2. Status synchronization detection mechanism
The platform is equipped with automatic detection nodes that can capture account status changes in real time. The judgment of active status is not limited to whether to register, but also pays attention to behavioral signals, such as whether there is a device connection today, message activity records, etc.
3. Filtering logic is transparent and visible
The detection status of each number will be automatically marked as"Active", "inactive" and "abnormal status", and sorted according to the last active time so that users can prioritize groups that have been online recently.
4. Intelligent segmented batch processing mechanism
Facing millions of data, the platform supports automatic segmentation and parallel processing, and can achieve recognition efficiency of hundreds of thousands to millions in a single day, significantly reducing human intervention time.
5. Export results and connect with the system
Users can export corresponding lists based on activity level forCRM systems, WhatsApp cloud sending systems and other tools provide follow-up contact to avoid repeated uploads and invalid consumption.
What are the core advantages of Digital Planet?
The reason why Digital Planet Platform isWhatsApp occupies a leading position in active recognition. In addition to detection magnitude and speed, the key lies in the intelligent collaboration capabilities of its overall system:
lMulti-dimensional data fusion judgment: not only detects online records, but also combines behavioral trajectories,Judgment based on multiple factors such as IP change frequency and online frequency
lReal-time update: Automatically refresh the status multiple times a day to ensure that active judgment is based on the latest data and does not rely on static archives
lSafe and controllable: Adopt a sandbox environment identification mechanism to avoid direct triggering actions on the original number and reduce the risk of account ban
lFlexible nesting: Active filtering results can be directly linked to the user portrait module and labeling system to achieve refined management
lCost optimization: Batch identification significantly reduces labor and mis-delivery costs, and increases the unit value of each touch.
These capabilities constitute a set of operational solutions optimized for high-frequency usage scenarios of cross-border teams, helping them more easily complete the entire closed-loop process from data import to result application.
Implementation application scenarios of batch screening
1.WhatsApp list preprocessing before precise mass sending
Enterprises usually have hundreds of thousands or even millions of user numbers on hand. If they are sent in bulk without screening, it is not only inefficient, but may also lead to the sending account being blocked. After screening active users and then importing the list into the mass mailing system, the click-through rate and reply rate can be greatly increased.
2.Potential customer secondary activation
For old customers or historical clues, activity detection can quickly distinguish silent users from active users, thereby formulating different remarketing strategies, such as awakening silent users with content and sending conversion stimulation content to active users.
3.Account quality assessment and hierarchical management
The recognition results of Digital Planet support access to the enterprise's internal customer management system to realize account life cycle management and activity stratification, which facilitates resource allocation in different business departments.
Operation suggestions and precautions
lIt is recommended to obtain daily activity data in real time instead of statically uploading it for long-term use.
lIt is not recommended to place undetected numbers directly, especially when promoting high unit price products.
lThe active identification results are not equal to the target users and need to be further filtered based on industry attributes, interest tags, etc.
lIt is recommended to refresh the active status regularly every week to maintain data validity.
The prerequisite for accurate reach is to identify real users
As a global mainstream social platform, WhatsApp has a huge user base, but the real value is always the active users who are "online today, interacting recently, and using it stably." In the face of a massive number of numbers, only by first conducting preliminary identification based on the active status and then gradually combining other attributes can we build a healthy and efficient contact system.
Digital Planet takes this as its core capability and providesEfficient, stable, safe and practicalbatch active identification services to help cross-border enterprises truly realizeThe private domain business goal of "saving investment and achieving higher conversion".
digital planetis a world-leading number screening platform that combinesGlobal mobile phone number segment selection, number generation, deduplication, comparison and other functions. It supports customers worldwideBatch numbers for 236 countriesScreening and testing services, currently supports40+ social and apps like:
The platform has several features includingOpen filtering, active filtering, interactive filtering, gender filtering, avatar filtering, age filtering, online filtering, precision filtering, duration filtering, power-on filtering, empty number filtering, mobile device filteringwait.
Platform providesSelf-screening mode, generation screening mode, fine screening mode and customized mode, to meet the needs of different users.
Its advantage lies in integrating major social networking and applications around the world, providing one-stop, real-time and efficient number screening services to help you achieve global digital development.
You can find it on the official channelt.me/xingqiuproGet more information and verify the identity of business personnel through the official website. official businesstelegram:@xq966
(Warm reminder: When searching for the official customer service number on Telegram, be sure to look for the username.xq966), you can also verify it through the official website personnel:https://www.xingqiu.pro/check.html, confirm whether the business contact you is a planet official
数҈字҈星҈球҈͏
