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This article will start from the trend and combine The actual capabilities of the "Digital Planet" platform in the Telegram portrait dimension provide you with a detailed explanation of how to build a truly high-value AI portrait system in the new cycle.
What is high valueTelegram user? Why identify it in advance?
existIn most Telegram marketing scenarios in 2025, it is no longer enough to simply identify whether an account is registered or active. What really affects the conversion rate is the user's "value weight". Such users often have the following characteristics:
lLong-term stable online, with continuous interaction capabilities
lParticipated in specific channels, groups or events
lHave obvious interest preferences and label trajectories
l in social communication "Node" role
lDemonstrate high response rate or willingness to pay in private domain conversions
Once this type of user is accurately targeted, whether in group messaging, private chat, advertising,Bot interaction or AI assistant applications can show higher conversion performance. Therefore, AI-driven high-value crowd identification is the key to building Telegram’s business closed loop.
Three major AI evolution trends in Telegram user portraits in 2025
1. Evolution from static attributes to dynamic behavior
Traditional user portraits focus on static information such as country, language, and registration time. butThe development of AI technology has madeReal-time analysis of user behavior trajectoriesbecome possible. for example:
lLogin frequency trend analysis: whether users have been actively growing in the latest cycle
lActivity index within the group: whether you frequently speak, forward, and comment
lContent preference analysis: What types of topics or keywords users often participate in conversations
These dynamic behavioral data can help brands more clearly determine the current stage and future value of users.
2. Upgrade from single-platform label to cross-platform association
Telegram users themselves may also be active on multiple social platforms such as WhatsApp, Facebook, and Instagram. The trend in 2025 is to use AI docking to formUser multi-platform behavior linkage model ,accomplish Accurate identification of "multiple tag combinations for one user".
The Digital Planet platform has provided support in data interface processing and behavioral label integration between multiple platforms, providing marketers with more comprehensive multi-source user identification capabilities.
3. Evolution from label scoring to value scoring model
The AI profiling system not only recognizes "tags", but can also generate a "value score" for each account. For example:
lactivity score
lRetweet score
lGroup influence score
lContent preference label confidence score
This scoring system can directly provide priority ranking for the delivery platform, thereby automatically optimizing resource allocation.
How to build with digital planetAI-driven high-value portrait model?
As a global number intelligent detection and profiling analysis platform, Digital Planet isIn the Telegram scenario, it already has the following AI recognition capabilities:
1. Intelligent screening of invalid accounts
Including empty accounts, blocked accounts, unregistered, and inactive users. All precise identifications are based on A "clean start" begins.
2. Multidimensional label fusion analysis
The platform supports overlay analysis of the following dimensions:
lgender
l nation/area
lLanguage preference
lRegistration time
lactive frequency
lLast online time
lgroup engagement
lChannel Subscription Category
l Use device type (Android/iOS)
These tags can be customized and combined to form a multi-level portrait structure.
3. AI scoring system
Based on behavioral data and platform models, the system can provideTelegram accounts generate multiple scores to assist in decision-making on delivery priorities.
4. Quickly export for delivery system
After the detection is completed, the structured data package can be directly exported for easy import into private domain mass sending systems,CRM system and advertising platform can be implemented with one click.
Practical changes brought about by AI portrait recognition
The following are some practical applications,Remarkable effects brought by AI portrait recognition:
◼ A cross-border e-commerce brand is launched in the Southeast Asian market
l Traditionally, the click-through rate was only3.1%
l Use digital planetAfter AI profiling, the people with "Android devices + active users + high channel participation" are selected
l Click-through rate increased to7.8%, conversion cost dropped by 42%
◼ A training service organization places high-intention users
lIdentify users who have participated in educational channels multiple times through behavioral tags
l Accurately send course information and increase private chat conversion rate2.3 times
How to judge aThe “potential crowd value” of Telegram accounts?
AI profiling is not a simple calculation of "whether to register", but a judgment of "whether this account is worthy of being released." It is recommended to pay special attention to the following five dimensions:
1. active cycle : Is it close?Online behavior within 7 days or 30 days
2. Multi-group participation: Whether to participate in multiple groups of different natures
3. Channel subscription breadth: Whether the subscription channel involves a specific industry
4. behavioral trajectory depth: Whether you frequently forward, speak or receive replies
5. Label matching degree: Whether it meets the characteristics of the brand’s target users
The Digital Planet platform supports automatic tag recognition and matching through a combination of multiple conditions to ensure the accuracy of account screening.
How can AI portraits improve delivery strategies?
buildThe goal of AI profiling is to improve efficiency and conversion rate. Here are three typical delivery strategies combined:
1. Accurate reach via private chat
Screen out users with high activity and interest, and quickly stimulate conversions through actions such as sending private messages, inviting benefits, and applying for trials.
2. Optimization of group management
Determine whether the user is active in the current group through portraits, eliminate zombie accounts in a timely manner, improve the quality of the group, and promote real interaction.
3. Pre-advertising subcontracting
Build a high-potential advertising crowd package based on user portraits and pass it in advanceTelegram channel warm-up to improve advertising conversion efficiency.
buildThings to note when using AI portrait systems
1. Data sources must be stable and credible
Avoid using packet capture or crawler methods to obtain account data. It is recommended to use professional platforms such as Digital Planet for detection.
2. The image structure must be clear and outputtable
Not all tags have practical meaning. Pay attention to tags that can be converted into operational actions, such as activity, interest tags, etc.
3. Labels must be dynamically updated
User behavior changes frequently, so it is recommended to retest regularly and keep the portrait model updated.
4. The delivery system must support tag docking
The profiling system is just the front end. The real value lies in whether the delivery and conversion system can absorb these profiling results.
Conclusion: Stop relying on intuitionTelegram operation
Telegram's operating environment in 2025 is no longer a stage where you can just "try it out" and get it right. There are many users, many accounts, and many channels. Extensive management by manpower will only lower the conversion efficiency.
Who mastered it first?With the AI profiling strategy, whoever can lock in high-value customers in the shortest time can quickly complete private domain conversion, achieve launch cost control and brand penetration.
Digital Planet is transforming the worldProvided by Telegram operations teamMore stable data recognition, more detailed labeling system, and more professional export interface , if you also want toBuild your own AI portrait system in the Telegram ecosystem. Welcome to contact Digital Planet customer service for detailed plans and demonstrations.
digital planet is a world-leading number screening platform that combines Global 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 including Open 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 provides Self-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 channel t.me/xingqiupro Get more information and verify the identity of business personnel through the official website. official business telegram: @xq9 6 6
(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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