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existIn 2025, when the Telegram ecosystem continues to expand, account quality will become a key factor in determining the effectiveness of private domain launches, community activity, and conversion rates. In the past, screening methods that relied on manual identification and empirical judgment have been difficult to meet the market demands of "high efficiency, high hit rate, and low cost".
The AI screening system is becoming the "core engine" of Telegram's marketing and operations. By introducing an intelligent judgment mechanism to batch identify account activity, registration status, interaction performance, portrait tags and other dimensions, the accuracy and efficiency of screening are significantly improved.
Why is the traditional screening method no longer applicable?
traditional screeningTelegram account methods usually rely on manually importing mobile phone numbers, and determining whether the user is active by trying to add, observing avatar nicknames or sending messages. There are several obvious problems with this method:
lTime consuming: Manually testing each number is extremely labor-intensive.
lLow accuracy: It is impossible to accurately identify whether the account is registered, whether it is banned, whether it is a robot or a silent account
lUnlabeled classification: Lack of segmentation dimensions such as age, gender, region, active time, etc., affecting the accuracy of private domain operations
lIt is easy to accidentally hurt target users: Misjudgment resulted in high-value customers being misjudged as invalid
along withThe risk control rules of the Telegram platform have become stricter, and this kind of extensive screening based on "guessing" is no longer able to support the needs of modern social marketing.
What is the core value of the AI screening system?
The AI screening system is essentially an intelligent detection platform based on "account behavior + label modeling + status recognition". bydigital planetTaking the platform as an example, itsAI screening capabilities cover the following core modules:
1. Registration status identification
Automatically identify whether the mobile phone number has been registeredTelegram, and further determine whether there is an abnormal status, such as being blocked, reported, repeated registration, etc.
2. Activity tag identification
Combined with login frequency, speech records, channel participation and other behaviors, it is marked as"Highly active", "medium active", "not online for a long time" and other statuses.
3. Assessment of interactive capabilities
By whether to participate in the group chat, whether to click on the link, whether to triggerBot instructions and other dimensions to evaluate the interactive potential of the account.
4. Age and gender avatar recognition
Use image recognition and semantic models to identify the avatar style and nickname text, and generate auxiliary information such as gender tags, age tags, and whether it is a real person avatar.
5. Multi-label combination filtering
Support according toCombination conditions such as "registration status + high activity + male + real avatar" can accurately output target accounts in batches to improve the targeting of delivery.
How is the AI screening process implemented?
The specific usage process usually includes the following steps:
1.Import number library: Upload mobile phone number range or externally collected number list
2.Run detection task:start upAI screening system to detect number registration, activity, interaction, etc.
3.Tag generation: The system will label each account completely (such as"Registered/highly active/male/real avatar")
4.Export results:supportExport results in CSV, TXT, JSON and other formats for system docking or internal analysis
5.Batch operations: Can send group messages to filtered accounts,Follow-up actions such as Bot triggering, group invitation, etc.
The entire process is completely systematic and requires no manual intervention, greatly improving efficiency and screening quality.
In actual scenariosAdvantages brought by AI screening system
scene1: Preliminary screening before private domain traffic drainage
Marketing team passesWhen attracting traffic to Telegram, you can first use the AI system to clean the original mobile phone number, remove unregistered, zombie, and banned accounts, and only retain interactive users to increase the conversion rate from the source.
scene2: Group operation optimization
Community operators useAI tools identify the activity level and interaction ability of group members, remove silent accounts from the group, and improve the quality and active atmosphere of the group.
scene3: Cross-border sales lead management
The sales team facing Southeast Asia, the Middle East, European and American markets can screen high-potential customers by country, language, registration time and other dimensions, and perform targeted outreach.
scene4: Telegram robot distribution strategy adjustment
Before the robot pushes messages in batches, useAI screens out highly active users, increases the trigger rate, and reduces the risk of being blocked.
Is there any misjudgment in the AI filter number? What's the accuracy?
digital planet platformThe AI screening system uses a continuously trained deep learning model and is modeled based on the behavioral data of hundreds of millions of accounts around the world. The current measured hit rate exceeds 92%, especially in the following segmented label recognition:
lThe activity recognition hit rate reachesMore than 87%
lRegistration status judgment accuracy rate exceeds95%
lThe hit rate of portrait avatar recognition is higher than85%
lGender and age recognition are continuously optimized after training on labeled samples.
In addition, the system supportsTwo-step verification mechanism, re-detect the suspiciously labeled accounts to further reduce misjudgments.
What are the deployment methods of AI screening system?
The Digital Planet platform supports the following access methods:
lWeb console: Suitable for small and medium-sized enterprises and marketing teams, with visual interface operation
lAPI interface docking:supportERP, SCRM system and data platform access, suitable for large-scale enterprise use scenarios
lCustom model: Exclusive models can be trained according to different industries and customized tags to adapt to the segmentation needs of finance, recruitment, games and other industries.
Whether it is a single detection or continuous detection, single account assessment or batch lead management,AI screening systems can be deployed flexibly.
Screen the operational value behind quality improvement
useThe AI screening system not only improves accuracy and saves manpower, but also applies to the entire private domain link:
lImprove the efficiency of group gathering: Every invitation is more valuable
lImprove reach: Every message sent has a possibility of response
lImprove conversion rate: The interaction objects are real people and non-zombie accounts
lReduce platform risk control: Avoid black accounts and abnormal accounts to reduce the risk of bans
lEnhance operational visibility: Let data speak and use labels to guide strategies.
This means,The AI screening system is no longer a technical appendage, but a core productivity tool for the growth of the private sector.
Digital Planet PlatformprovidedThe AI screening system is a key step for enterprises to move towards refined operations and intelligent decision-making. Whether you are doing private community, cross-border promotion, or telegram marketing, Digital Planet's AI screening capabilities will open up a new growth channel for you.
Connect with Digital Planet nowAI screening system to build your own high-quality Telegram private domain assets.
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, precise filtering, duration filtering, power-on filtering, empty number filtering, mobile phone 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 contacting you is a planet official
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