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Especially scenarios involving strong correlation between product attributes ——For example, in industries such as men's clothing, women's clothing, mother and baby, and beauty cosmetics, identifying the user's gender not only affects marketing strategies, but also directly determines the efficiency of resource use. how about that Batch identification Telegram user gender , and efficiently invest it in actual contact?
This article will start from a practical perspective and combinedigital planet The platform’s batch testing capabilities provide you with a set of The closed-loop process of "identification-screening-reach" helps you reduce waste and improve conversions.
Why batch identification is needed Telegram user gender?
Social platforms are different from advertising in that they emphasize interaction between people. If you don’t know the basic attributes of your audience, it will be difficult to organize your words, arrange time points, and formulate content style.
In the following real-life scenarios, the role of gender identification is irreplaceable:
lClothing e-commerce companies should push new products or promotions based on user gender;
lEducational courses should be targeted at different groups. For example, maternal and infant content should give priority to women;
lContent platforms need to adjust their recommendation tone and visual design;
lWhen arranging customer service, the private domain operation team must also adapt the context according to gender;
When you have thousands or even tens of thousands of lines in front of you When it comes to Telegram user data, manual judgment is unrealistic, so you need to use intelligent tools.
What are the difficulties in identifying user gender?
Telegram users generally have the following characteristics:
lIt is not mandatory to fill in gender when registering;
lNicknames are not uniform, with common Chinese and English mixed in, and frequent emoticons;
lThe avatar may be empty, or it may use an avatar or a blurred photo;
l A large number of users do not leave contact information and only use TG ID exists;
lThe language environment is complex, covering users in Europe, America, Southeast Asia, the Middle East and other places.
Therefore, traditional manual methods (such as guessing gender by looking at nicknames) are not only time-consuming, but also highly error-prone. Identification based on algorithms and data modeling is an efficient path to batch judgment.
Batch gender identification with Digital Planet: Overview of operational processes
digital planet As a professional data detection and screening platform, targeting Telegram user identification scenarios provide intelligent processing capabilities. The following is a recommended operating procedure:
Data preparation and import
will be from User names, TG IDs, mobile phone numbers and other information obtained from TG groups, channels, and interaction records are sorted and imported into the system. It supports the one-time upload of tens of thousands of data without the need for batch operations.
Start identification task
The platform will call the model to predict the gender of each user. The identification logic includes:
lGender semantic matching of user nicknames;
lAvatar image feature recognition (such as character outline, hairstyle, clothing elements);
lComparison of historical behavioral characteristics (type of joining group, language usage, etc.);
l Cross comparison of multi-platform accounts (such as with Synchronous analysis of WhatsApp and LINE binding information);
The platform will label each user "Male", "Female" or "Unrecognized", the recognition accuracy remains high in a large number of actual measurements, far exceeding the efficiency of manual judgment.
Category export supports direct use
The identified data can be exported by gender to facilitate quick connection to the message push system, In a CRM platform or community management tool. You can also set up automatic tagging rules to directly filter for use in the next round.
The core logic to improve the efficiency of precise reach
After completing gender identification, the next step is to convert the dataTranslate into communication results. The following points are practical strategies that have been proven effective over and over again:
1.Message language should be in line with gender preferences.
For example, women prefer emotional resonance and discount reminders, while men prefer direct results and technical parameters.
2.Reach times can be moderately batched.
Users of different genders have different active time periods, and the recognition results can be pushed at different times to increase the open rate.
3.Guiding actions can adjust the order of speech.
For example, in the process of guiding people to join groups, participate in activities, submit information, etc., the entrance copywriting style can be fine-tuned to reduce the bounce rate.
4.It is recommended that community diversion be carried out in conjunction.
Identified users can be grouped and managed by gender to improve topic matching and community stickiness and reduce ineffective interactions.
If these strategies can be combined withIdentification results of digital planet Combination will truly realize A closed loop of “data-driven action”.
Not just identification, but the starting point of connection
In traditional marketing, gender is viewed as "Basic properties". But in today’s decentralized social environment, it is actually A few user portrait dimensions that can still be accurately identified. It not only allows you to judge what to say, but also affects whether you say it or not.
If you have a lot of TG users do not have the ability to judge who deserves to be reached first, so no matter how much they reach, it is a waste.
With Digital Planet, you can easily do:
l one-time identification 100,000 + Telegram user gender;
lSynchronous analysis with other platform account data;
lEstablish exclusive private communities based on gender or launch crowd packages;
lRealize the construction and follow-up of refined contact paths;
This is not only an identification action, but also the beginning of an operational strategy upgrade.
write at the end
Gender is your first door into user perception. It won't tell you everything, but it will at least give you some direction.
exist On Telegram, getting gender recognition right means you can use more appropriate language and find people who are more willing to listen to you.
Now, you don't have to guess.
usedigital planet, turn unknown groups of people into customers you can understand, reach, and close deals with.
If you have prepared the data and are ready to change the contact method, then start with batch identification to truly return operational efficiency to your hands.
If you have any operational problems, please feel free to contact customer service at any time to obtain platform access methods and experience permissions.
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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