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As the competition between social marketing and private domain traffic enters a white-hot stage,Telegram account availability detectionIt has become the first step for more and more companies to attract traffic, mass distribution and reach. Compared with traditional manual screening, today'sAI intelligent detection technologyIt is leading a major upgrade in efficiency and accuracy.
This article will analyze in depthThe intelligent trend of Telegram batch detection, combined with the AI detection mechanism of the "Digital Planet" platform, helps enterprises realize the transition from "relying on experience" to "relying on models".
Why is the account availabilityWhat is the underlying premise of Telegram marketing?
Although Telegram account is easy to register,The actual available account is not equivalent to all registration numbers. A large number"Zombie Account", "banned Account", "New Registration Number" or "Robot Account" are circulated on the Internet, causing a lot of hidden waste to mass marketing.
Frequently asked questions include:
lHigh mass sending failure rate: the account is not activated or banned
lLow conversion rate: Target users are not active
lPoor group activity: a large number of invalid users reduce the overall interactive atmosphere
lWaste of advertising budget: The target is not a real individual or has no interest
Therefore, before everything is done,Bulk account availability detection, is the basic skill of cross-border private domain marketing.
AI technology intervention: batch testing no longer relies on artificial
Most traditional detection methods are based on manual import, one-by-one verification, mass testing and other processes. They are not only time-consuming, but also do not have prediction capabilities. andThe addition of AI makes everything efficient and intelligent.
Digital PlanetThe platform usesThe AI detection system can realize the following functions:
lBulk import numbers and identify whether the account is open with one clickTelegram
lDetermine whether the account has been banned(If there are too many reports, they are blocked by the official)
lCheck registration time, device information, language preferences
lAutomatically callTags such as "Available Account", "Zombie Account", "Suspected Robot" and other tags
Based on the judgment results of the depth model, enterprises can immediately screen out unavailable numbers and leave a precise target user group.
What account status can AI detection specifically identify?
On the Digital Planet Platform,The AI detection dimensions of Telegram accounts include but are not limited to the following categories:
1.Activate status recognition
Determine whether the number is registered and successfully activatedTelegram.
2.Account block status detection
Identify whether the account has been officially disabled, abnormally banned or restricted.
3.Active status recognition
Is the mark close?There are login and interaction records within 3 days/7 days/30 days.
4.User type determination
Such as ordinary users, channel owners, robots, commercial accounts,API automatic number, etc.
5.Avatar and username identification
Determine whether the account uploads the avatar, whether it is a real-person naming format, and assist in excluding the machine registration number.
Through the above tag combination, users can customize the filtering conditions and extract them directlyHighly active+Registered +Real avatar +Ordinary userThis type of high-quality account will avoid invalid access.
How much can batch screening efficiency be improved? The actual data shows everything
In a cross-border brandDuring the actual test of Telegram mass marketing, the project party conducted AI batch testing of 100,000 imported mobile phone numbers through the Digital Planet platform, and finally:
lFilter out valid accounts:37,500 items
lRemove blocked or empty numbers:52,800 items
lTag robot/Suspicious Account: 9,700
lAverage screening time: insufficient10 minutes
lMass hit rate increase: from original52% increased to 88.6%
This case confirmsThe judgment accuracy and practical application efficiency of AI models, far higher than manual methods.
Why sayIs AI batch testing a new trend?
There are three main reasons:
1. The market information gap gradually narrows
As the threshold for mass mass distribution is lowered, enterprises have adopted similar group control systems, and account quality has become a key difference.
2. Social platform risk control is becoming increasingly stringent
Although Telegram is relatively open, the monitoring of machine registration numbers and spam advertising behavior has also been significantly upgraded recently. It is becoming increasingly difficult for non-high-quality accounts to survive.
3. AI tag detection technology is becoming more mature
AI models provided by platforms such as "Digital Planet" can accurately output usability tags and provide API interfaces, creating conditions for the integrated detection capabilities of various platform-type marketing tools.
Application scenarios of digital planet platform
lDoPreparation for filtering before the Telegram private domain user pool
lUsed for the first round of cleaning and classification after clue collection
lExclude banned accounts before mass sending to increase push success rate
lForPre-classification of user portraits in SCRM system
lProvide target group building services for brand customers
Whether it is for your own use or provided to customersSaaS detection services and AI detection modules of the Digital Planet Platform can all become the core tools for backend support.
Digital Planet Platform supports the worldTelegram account batch inspection, one-stop output account status and user tag information, helps you build a truly available target social pool in complex environments.
Want to start usingAI detection of Telegram accounts? Welcome to contact Digital Planet customer service to obtain account detection services to comprehensively improve your private domain marketing conversion capabilities.
Digital PlanetIt is a world-leading number screening platform that combinesGlobal mobile phone number segment selection, number generation, deduplication, comparison and other functions. It supports global customersBulk numbers from 236 countriesFiltering and testing services, currently supportedMore than 40 social and apps, such as:
The platform has several features, includingOpen filtering, active filtering, interactive filtering, gender filtering, avatar filtering, age filtering, online filtering, accurate filtering, duration filtering, power-on filtering, empty number filtering, mobile device filteringwait.
Platform providesSelf-sieve mode, sieve mode, fine-sieve mode and custom mode, to meet the needs of different users.
Its advantage lies in the integration of major social and applications around the world, providing one-stop, real-time and efficient number screening services to help you achieve global digital development.
You can use the official channelt.me/xingqiuproGet more information and verify the identity of business personnel through the official website. Official Businesstelegram:@xq966
(Warm reminder: You must identify the username when searching for the official customer service number on Telegramxq966), you can also verify through the official website:https://www.xingqiu.pro/check.html, confirm whether the business you are in contact with is a planet official
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