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This article will focus onTelegram user portrait automatic generation mechanism Carry out detailed disassembly and combine The functional practice of the "Digital Planet" platform helps you build a Telegram user portrait system that is implementable, updateable, and reusable, making marketing more efficient and conversion more accurate.
WhyDoes Telegram portrait generation have to be automated?
Manual screening andThe Excel classification method is no longer able to cope with the increasingly large number of accounts, and it is difficult to cover the multi-dimensional characteristics of users in terms of active behavior, interest preferences, device types, etc. An automatic imaging system based on data-driven, automatic label overlay, and real-time status updates not only improves efficiency, but also makes the delivery strategy more scientific.
Especially in the following scenarios, the value of automatic imaging is particularly prominent:
l Mass importAfter Telegram number, you need to quickly identify available accounts
lDifferent marketing projects correspond to different audience characteristics and require group management.
lUser behavior changes frequently and labels and levels need to be dynamically adjusted
lCollaborative delivery on multiple platforms requires unified standard identification rules
Therefore, buildTelegram’s automatic imaging mechanism is the basis for achieving in-depth operations and strategic layering.
Automatically generatedKey steps for Telegram user portraits
Step One: Intelligent Identification of Basic Data
The first step in profiling is the automatic identification of the basic status of the account. pass The "Digital Planet" platform can realize the following functions:
l Is it enabled?Telegram: Exclude unregistered numbers
l Empty number/Account ban detection: Identify unavailable accounts and reduce resource waste
l Operator location identification: Assisted regional content matching
l Registration time, online frequency: Preliminarily determine the user activity cycle
The above detection steps can be executed in batches and return structured results to prepare for subsequent label overlay and layering.
Step 2: Automatic extraction of behavior and preference tags
The core of accurate profiling lies in behavioral labels. Traditional manual labeling is not only slow, but also highly subjective. Digital Planet uses intelligent model recognition to automatically superimpose the following types of labels on each account:
l gender inference
l Commonly used languages
l active period (near7 days, last 30 days)
l Last online time
l Device system type (Android/iOS)
l Number and type of subscription channels
l Number of participating groups
l Frequency of forwarding, speaking and other behaviors
These tags do not exist in isolation, but can be combined according to needs. For example: filter For accounts with "Android system + active in the past 7 days + participation in groups > 3 + language is Arabic", you can generate a target group package with one click.
Step 3: Automatic scoring and stratification of user value
Based on the above label dimensions, Digital Planet supports scoring and grading each account:
l Class A high-value users: Active behavior, clear preferences, and good historical conversion records
l Class B medium value users: Average activity, but potential for interaction
l Category C low-value users: Low online frequency, vague labels, and low conversion rate
Through this intelligent scoring mechanism, users of different levels can be assigned to different reach strategies. For exampleCategory A users are preferred for content planting and private chat invitations, Category B is suitable for triggering fission tasks, and Category C can be used for cold starts or testing advertising packages.
How can Digital Planet help you accomplish this?
As a platform focused on global number detection and tag analysis, Digital Planet provides a complete set of automatic image generation capabilities, covering from basic identification to tag mining, from behavior modeling to data export.
Core features supported by the platform:
lsupportImport batch numbers , quickly access yourTelegram target audience
lsupplyBasic detection of activation status, activity, registration time, etc.
lsupplyBehavior tag recognitionandUser portrait output
lsupportTag filter combinationExport with user groups
l Can be dockedCRM, group messaging system, AI dialogue system, advertising delivery system, etc.
The entire process does not require manual labeling, writing programs, or technical deployment. You only need to set rules and select dimensions, and you can generate a portrait report and output the required population data with one click.
Five core uses of automatic images in marketing practice
1. Accurately push content and increase click-through rate
Use portraits to filter out users who are interested in finance and push only transactional content; push course content to users who subscribe to educational channels. When content matches interests, click-through rates and dwell time will naturally increase.
2. Automatically reach private messages to improve conversion rate
Sync high-rating people toIn the AI private chat system or SCRM, interactive content such as automatic greetings, trial invitations, event notifications, etc. can be configured to make it easier to complete inquiries and transactions in private chats.
3. Hierarchical user management to improve private domain efficiency
Users in the group are managed according to their portrait levels, high-value users are retained first, and low-active users are regularly cleared. Private communities are no longer cluttered, improving the overall interactive atmosphere.
4. Test with the crowd before launching to improve advertising ROI
After the image label is accurate, you canThe A/B category user package is imported into Facebook, TikTok and other advertising platforms, and is tested on a small scale first, and then the content and channels are optimized before scaling up.
5. Identification of tipping points of group fission activities
pass The "Multiple Group Participation + High Activity + Content Forwarding" label selects potential KOC accounts and invites them to participate in sharing fission activities first, which helps to detonate the initial communication volume.
Frequently asked questions and suggestions for building automatic imaging systems
Question 1: The imported number format is not uniform?
Solution: Digital Planet supports multiple formats (.csv, .txt, mobile phone number segments, etc.), and provides deduplication and format error correction functions.
Question 2: Tag filtering rules are not clear?
Solution: The platform has built-in label suggestions and templates, supports preset filtering dimensions according to common delivery scenarios, and can be assisted by customer service to customize combination rules.
Question 3: The portrait update frequency is low and it is easy to become outdated?
Solution: A regular review mechanism can be set up toActive status and behavior labels are automatically updated within 7 days and 30 days to ensure the timeliness of crowd data.
Question 4: Is the data output difficult to connect and use?
Solution: The platform output format supports diversification (tables,ID, number + tag combination, etc.), which can be directly connected to CRM or advertising platforms.
Practical application cases of digital planet
Case1: New game projects
The target country is the Philippines, importAfter collecting 200,000 Telegram numbers, 12,000 high-quality user groups were screened out through the combination of "Android device + number of channel subscriptions ≥ 5 + active for 30 days". The trial link was pushed through the private chat bot, and the registration rate reached 12%.
Case2: Cold start of education and training projects
Target Middle Eastern users, filter for Arabic+Female+There are a total of 8,000 online users recently. We conduct group operation guidance and guide the group's speaking rate to increase by more than 30% within three days.
From complex data to precise decisions, just one automated imaging system
If you are running multipleTelegram accounts, promotion plans in multiple countries, or becoming more and more sensitive to marketing return rates, then building a stable and automatic user portrait system is not only a tool to improve efficiency, but also a long-term weapon to improve operational efficiency.
Digital Planet provides not only detection tools, but also a set ofdecision aid system , allowing you to make the whole process clear, transparent and efficiently executed, starting from the number, to user understanding, and then to strategy formulation. if you haveFor Telegram portrait generation, tag recognition, crowd export, etc., please feel free to contact Digital Planet customer service. We will provide you with operation guides and one-stop support that fit your business goals.
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: https://www.xingqiu.pro/check.html , confirm whether the business contact you is a planet official
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