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In the process of building a social private domain traffic pool, many operators will face a similar problem:
I have a lot of accounts in my hand, but I don’t know which ones are useful and which ones have long since expired.
If you continue to useThe traditional strategies of “sending all” or “adding indiscriminately” will not only cause a waste of resources, but also lead to risks such as account bans and traffic restrictions. If you really want to achieve efficiency transformation, you must move to the next step:Use behavior to judge quality and activity to determine delivery.
This is why"Batch account activity score"It has become the capability module of choice for more and more social platform operators, SMS sending service providers, and SCRM system developers.
This article will focus on several key questions frequently asked by users:
How is the account activity score calculated? What does the score mean? How to generate hierarchical labels? and traditionalWhat's the difference between "Online Testing"? How to finally implement applications through WhatsApp status detection API interface, Telegram status detection API interface and other capabilities?
1. What is the core value of account activity scoring?
You need to send a notification and push it to30,000 accounts. The question is:
lHow many accounts have been online within three days?
lHow many accounts have not been read or replied to for a long time?
lWhich accounts have just updated their avatars and behave frequently?
lWhich accounts have not been operated for a long time?
These questions are about you"Is this message worth sending?" andactivity scoreThat’s the key to providing you with the answer.
Its core functions are:
Through systematic, multi-dimensional behavioral calculations, each account is given a quantifiable activity score, and a hierarchical operation strategy is constructed based on this.
2. What are the scoring criteria for account activity?
Digital Planet has built a standardized scoring model based on many years of experience in social platform behavior recognition. The system will score accounts from the following dimensions:
1. Login frequency
Whether the account has been logged into the social platform within three days, whether the login is continuous, and whether it is used in different time periods.
2. Depth of interaction
Whether to speak in a group chat, open a conversation interface, chat with others privately, or respond to messages.
3. Content response
Whether you have viewed, clicked, or forwarded push content such as links, files, videos, pictures, etc.
4. Signs of data activity
Whether to update avatar, nickname, introduction, status, etc.
5. Multi-platform collaboration and activeness
If the account is inIf platforms such as Telegram and WhatsApp have high active behaviors at the same time, the system will identify them as "multi-platform high-behavior users."
The above behaviors will be assigned weights, and finally a comprehensive score (such as0-100 points), and automatically classified into hierarchical categories:
lScore above 80: high activity (hot account)
l50-79 points: Moderately active (warm number)
l0-49 points: low activity (cold number)
3. How is the scoring mechanism different from traditional testing methods?
Many operators used to rely onBasic screening methods such as "whether registered" and "whether online" are used, such as determining whether the account has been online recently through the Telegram status detection API interface.
But the problem is:
lSome accounts are online but never perform any operations;
lAlthough some accounts have not logged into the platform that day, they have frequently opened dialog boxes and sent messages recently;
lSome accounts have been blocked or in a deactivated state. Although records exist, they have no interactive value.
The benefits of activity scoring are:
It not only pays attention to whether it is online, but also pays attention to users"Is there a behavior?" "How deep is the behavior?" "Whether the behavior continues?"
This makes the operational value of the account become"There are traces to follow", not relying on guessing, but relying on scores.
4. How to passAPI interface for batch scoring? Can it be combined with multiple platforms?
Digital Planet supports passing standardsThe API interface calls the activity scoring function in batches. The process is as follows:
1.Import account data(Mobile phone number, social mediaID)
2.Call status detection interface:likeWhatsApp status detection API interface, Telegram status detection API interface
3.Systematic behavioral analysis: Extract behavioral data from each platform (active tracks, interaction frequency, status updates)
4.Generate activity scores: Return ratings and recommended levels for each account
5.Support output structure fields: Can be directly connectedUse of CRM, mass messaging system, and private domain layering tools
At the same time, the platform supports multi-platform combination detection logic, which is suitable for the following scenarios:
lDetermine whether the same batch of numbers is inWhich platform is more active, Telegram or WhatsApp;
lBuild"Cross-platform high-scoring user pool" gives priority to multi-platform synchronized content;
lSet up automated marketing task flows for different score segments.
5. What can be done after activity levels are layered?
Having a scored account pool is no longer just"Data archiving" is the first step to start "layered operations". You can do the following optimization actions:
1. Accurate push
Only push event information to high-scoring user groups to increase response rates and save costs.
2. Priority for adding friends
When adding fans in batches, give priority to medium to high active users to increase the success rate of the first conversation.
3. Community governance
Clean up users with long-term low scores, maintain high-quality interactions in the community, and prevent"Empty group" effect.
4. Differential delivery of content
High-scoring users push in-depth content, while low-scoring users use basic reminder information to avoid interference.
5. User behavior monitoring
Track changes in activity scores, provide early warning of user churn trends, and take activation actions in advance.
6. Is it applicable to different countries and language regions?
Yes. The scoring mechanism is based on user behavior models and is not restricted by language, country or platform interface.
Supports batch detection of international numbers, is compatible with multi-language user groups, and is suitable for global social advertising strategies.
For example:
lin Philippines, Malaysia, SingaporeDuring Telegram user detection, the active rating mechanism can be called through the Telegram status detection API interface;
lTargeted in Latin America and the Middle EastWhatsApp users can build a scoring model by combining the WhatsApp status detection API interface;
lFor European and American marketsFacebook and LINE user groups also support operations such as rating stratification, status updates, and tag combinations.
7. Conclusion: From blind investment to sophisticated investment, from registration to activity, scoring is the core action of private domain upgrade.
You can no longer be satisfied with just knowing"Whether the account exists", but "whether the account is useful" must be known.
Batch account activity scoring is not an additional option;Basic actions to establish a real and operational user pool.
Through the digital planet activity scoring system andAPI interface capabilities, you can:
lQuickly build a user resource pool with quantifiable behavior
lAchieve multi-platform and multi-dimensional user status judgment
lExecute efficient hierarchical operational actions based on scoring results
Start using behavioral data to improve your social reach efficiency now."Many people" becomes "accurate people", allowing the value of your private domain to truly move.
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 contacting you is a planet official
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