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In the world of social marketing, truly valuable users are never"People who have registered an account", but "people who continue to use and interact frequently". They are what the industry often callshot number. Whether it isTelegram group interaction, WhatsApp private message reach, or LINE friend marketing, highly active accounts will always be the ones with the highest communication efficiency and the best conversion rate.
But how to accurately identify these"Hot number"? How to make the label not only reflect the registration status, but also dynamically reflect the behavior trajectory? This is exactly the direction that Digital Planet focuses on optimizing in the recent stage - through the newHot number accurate label generation method, combining behavioral data, activity cycles and hierarchical logic to build a truly implementable user popularity identification system.
This article will focus on the most common questions asked by users and explain clearly: What are the criteria for judging hot numbers? How do behavioral trajectories form labels? What is the difference between the new method and the old detection logic? and how to useThe API interface enables batch stratification and precise access.
1. Why is hot number identification becoming more and more important?
In early social operations, companies paid more attention to"Number of registered users". But now, whether it is content access or private domain delivery, the core issues have long since changed to:Who still uses it? Who will respond? Who deserves it?
Statistics show:
lIn a typical social account database, approximately40%-60% of accounts are in the "registered and unused" or "long-term silent" status;
lonly20%-30% of accounts have active behavior within three days;
lof which less than15% of the accounts are continuously active and have high-frequency interactive behaviors.
This means,Without hot number identification and behavioral stratification, more than half of the investment resources are wasted on invalid reach.
Therefore, the industry began to"Registration status detection" turns to "active behavior identification", andhot number labelIt is the key hub of this transformation.
2. What is the accurate label of hot number?
The essence of accurate labeling of hot numbers is to dynamically identify"Recently active" users. Unlike the "online time" of the past, it is more like a behavioral profiling system.
When Digital Planet generates labels, it will combine the following indicators:
1.Login frequency: Whether it went online multiple times within three days;
2.Interaction record: Whether to actively send messages, enter groups, and browse content;
3.content response: Whether the content has been clicked, replied, or forwarded;
4.Data update: Whether to modify the avatar, nickname, status description;
5.Multi-platform collaborative behavior: Whether to stay synchronized and active on multiple platforms, for exampleTelegram and WhatsApp are online at the same time.
Eventually, the system will generate a popularity index for each account (such asHigh/Medium/Low), and automatically labeled for use in different business links such as marketing, screening, group sending, and adding friends.
3. How do behavioral trajectories form hot-number labels?
The analysis of behavioral trajectories is the core of accurate label generation. Traditional detection logic often stays at"Is it online?", but hot number recognition further transforms behavioral data into dynamic scoring.
1. Platform behavior collection
passTelegram status detection API interface, WhatsApp status detection API interface and other interface calls are used to collect basic signals such as account recent login, message activity, session status and so on.
2. Active path identification
Determine whether the user has continuous login tracks. If you go online, switch conversations, enter groups, and reply to private messages multiple times in the past three days, you will be marked as"continuous use".
3. Depth judgment of behavior
Rating types of user behavior, e.g."Only browsing content" is a light activity, while "participating in group chats or private messages" is a high-frequency activity.
4. Dynamic label output
When the behavior meets the continuity and depth standards, the system automatically outputsThe "hot number" label can be linked to the CRM or SCRM system to realize automatic business flow.
4. Compared with traditional detection logic, what are the advantages of the new method?
Digital Planet’s new generation labeling system can not only determine"Is the user present or not?" can also understand "whether the user is alive or not." The specific differences are reflected in:
lFrom static to dynamic: In the past, the results were detected once, but now the behavior is continuously tracked and updated in real time;
lFrom single dimension to multi-dimensional: It no longer only looks at logins, but integrates multiple signals such as interaction, data updates, and social participation;
lFrom manual to system:passThe API interface automatically generates tags to reduce the deviation of manual judgment;
lFrom results to strategy: Tags are not only used for display, but also directly drive reach strategy layering and content push logic.
This dynamic system makes user status more real, filtering more efficient, and provides a stable data source for marketing automation.
5. How to passAPI interface to generate hot number labels in batches?
The interface system provided by Digital Planet supports batch integration of hot number tag functions into business processes:
lImport numbers in batches: Can upload mobile phone number or userID list;
lcall identificationAPI: The system automatically detects social account status and behavioral activity;
lOutput hot number label: Output high activity, medium activity and low activity status according to the algorithm results;
lResult synchronization: can write tagsCRM field or mass sending system for precise push and filtering.
It also supports cross-platform identification logic, such as:
callingThe Telegram status detection API interface is automatically linked to the WhatsApp detection module to determine the difference in activity of the number on the two platforms to achieve user cross-validation and weight assessment.
6. Practical application scenarios of hot number tags
1.Screening before mass sending
Only selecting hot numbers as push objects can effectively improve the message delivery rate and response rate.
2.Friend adding priority
Prioritize adding highly active accounts to increase the success rate of first interaction.
3.Community quality management
Eliminate long-term cold accounts, retain real participants, and maintain an active community atmosphere.
4.Advertising optimization
Filter your target audience through label stratification and focus your budget on"High popularity group".
5.Automated account maintenance strategy
Monitor account popularity fluctuations through label changes, and adjust content or interaction rhythm in a timely manner to prevent the account from cooling down.
7. From active tracks to hierarchical strategies, the future direction of hot number tags
In the future, hot code identification will not stop at a single detection, but will enter a continuous hierarchical stage. Digital Planet is building a set of dynamic models based on behavioral time series:
lshort cycle popularity(Behavior within 3 days) reflects immediate response willingness;
lmid-cycle heat(Active for 7 days) reflects the platform’s stickiness and persistence of interest;
llong term heat(30-day behavior) reflects usage stability and trust level.
This system makes the hot number label no longer a static mark, but a real-time thermometer in the user's life cycle.
8. Conclusion: Accurate tags are the core capability of social screening
Today, as social marketing and user operations become increasingly sophisticated, hot-number identification is no longer just a data filtering step, but the starting point of the entire reach system.
Who is worth posting, who is worth keeping, and who needs to be awakened? The answers are all hidden in the behavioral tracks.
Through Digital Planet’s new generation label system, you can"Behavior" is converted into "temperature", and "temperature" is converted into "strategy", ultimately making every contact accurate, feedback-rich and valuable.
No longer blindly send messages in groups, but communicate in a targeted manner——This is the real starting point of intelligent social operations.
digital planet is a world-leading number screening platform that combinesGlobal mobile phone number segment selection, number generation, deduplication, comparison and other functions . It supports customers worldwide Batch numbers for 236 countries Screening and testing services , currently supports 40+ social and apps like:
The platform has several features includingOpen filtering, active filtering, interactive filtering, gender filtering, avatar filtering, age filtering, online filtering, precise filtering, duration filtering, power-on filtering, empty number filtering, mobile phone device filtering wait.
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/xingqiupro Get more information and verify the identity of business personnel through the official website. official business telegram: @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
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