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In the process of building a social marketing strategy or carrying out community private domain management,"Whether the user is online" is no longer the only criterion. The real core question is:Which accounts were in the pastHave you been truly active within 72 hours?
If you are posting messages, building group operations, distributing content or through social softwareIf you use API interfaces (such as Telegram status detection API interface or WhatsApp status detection API interface) to screen users, you must have encountered the following challenges:
lThe account was registered, but no one responded to the message.
lAfter sending the group invitation, there is almost no joining action
lThousands of friends have been added to the system, but the interaction rate is as low as single digits
The essential reasons are:What you have reached is a silent number, not an active number.
This article will dismantle the system for you: how to accurately identify"Three days active account"? What are the judgment criteria? How does the recognition mechanism work? Does it support batch testing? We will also show you how to combine Digital Planet’s multi-platform detection capabilities to build a set of high-efficiency, high-accuracy key user screening logic.
Why lock"Three days active" account?
Compared with seven-day active users and monthly active users, three-day active users represent closer and more immediate usage behavior. The meaning of its judgment is:
lPossibility to be online now or respond at any time
lHave higher willingness to read private messages, accept group invitations, and click on content
lMore suitable as a priority target for message push and conversion delivery
Operational experience shows that under the same conditions, the average response rate of three-day active accounts can reachsilent number3 to 5 times, and this batch of accounts often only accounts for 50% of the total20%-30%. Therefore, whether you can identify this group of people in advance directly determines the conversion efficiency of your entire delivery action.
How to determine whether an account has been active for three days?
Three days of active identification is not just about checking whether"Online once". The behavior recognition model built by Digital Planet, combined with social platform status and user behavior logs, mainly makes judgments from the following four dimensions:
1. Login time node
Is the account in the past?There is a clear login record within 72 hours. For Telegram, the recent online time field can be queried through the Telegram status detection API interface.
2. Actual operational behavior
The system detects whether the user has executedOperations such as "opening a conversation", "sending a message", and "entering a group" are more valuable than simply logging in.
3. Content interaction track
Determine whether you have viewed group chat information, clicked on links, downloaded files, browsed channels, etc. These details are often key indicators of true activity.
4. Multi-platform behavior synchronization
When a user isWhen there are active records on multiple platforms such as Telegram and WhatsApp, the activity level will automatically increase.
This data will be aggregated and analyzed by the detection engine to determine whether it belongs to"Three days active" status.
What is the operation process of the three-day active identification mechanism?
Digital Planet’s three-day active identification mechanism supportsBatch processing+API interface docking+Platform level hierarchical output, the operation process is as follows:
1.Import user data:Support mobile phone number, user name, social networkingID and other identification formats;
2.Select detection platform:likeTelegram, WhatsApp, LINE, Facebook, etc.;
3.Call platform status interface:For exampleTelegram status detection API interface;
4.Systematic analysis of behavioral trajectories: Determine multi-dimensional data such as login, behavior, interaction, etc.;
5.Output active results for three days: Returns whether each account is"72 hours active" status;
6.Visual export of results: Supports field output for labeling, grouping, system calls, etc.
Whether you are a social software service provider, a private domain operator, or a middle- and back-end team that scores customer behavior, this mechanism can be seamlessly embedded into existing processes, helping you divide user levels in the first place and quickly locate convertible groups.
In what scenarios can three-day active recognition be applied?
1.Pre-screening before sending group private messages
Only send private messages to accounts that have been active for three days, greatly increasing the message reading rate and reply probability.
2.Preferred community members
When creating a community, prioritize active accounts to avoid a large number of silent accounts in the group that lower the interaction rate.
3.Advertising budget allocation optimization
Combined with the three-day active identification results, a higher budget is allocated to high-response user groups to increase conversion returns.
4.New customer screening
In the newly imported user pool, recent users are first identified for activation strategies and early conversion processes.
5.User life cycle management
Identify fromAutomatically push activation reminders or wake-up content based on the user changing trend of "hot numbers turning into cold numbers".
Can it be used cross-platform?
Can. Digital Planet’s identification system supports multi-platform linkage strategies:
lTelegram activity judgment combined with Telegram status detection API interface to obtain activity trace;
lWhatsApp three-day active status is implemented through the WhatsApp status detection API interface;
lConfigurable weighting mechanism to determine the overlap of active behaviors on multiple platforms;
lSupports outputting unified fields and writing them in the form of label fieldsCRM or private domain system.
For example:
If "+6598765432" has been online on WhatsApp and spoken in the Telegram group within three days, the system will mark it as a "highly active priority user".
How to use the three-day active recognition results?
The recognition results can be used for:
lTag assignment: Automatically marked for users"3 days active" label for policy distribution;
lGroup export: One-click export of active account list for external placement, group creation and other scenarios;
lSystem automatically triggers:existTrigger high-priority follow-up tasks, send key content or reminders in SCRM;
lData monitoring and periodic updates: Supports daily or weekly update of active status to achieve dynamic hierarchical management.
Conclusion: The key to operation is not"What did I send", but "Who did I send it to"
The three-day active account identification mechanism is not a simple data layering, but a pre-filter for efficient operation. It allows you to determine whether the object is worth sending before each touch action is initiated, so that the rhythm is precise, the budget is controllable, and the conversion is predictable.
If you are facing problems such as low delivery efficiency, high user silence rate, and serious waste of resources, you can now access the behavior recognition capabilities of Digital Planet and use multi-platform status detectionAPI interface, build your three-day active user pool, and make conversion actions more efficient from the source.
Not all accounts are worth contacting,
But highly active accounts must be worthy of priority communication.
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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