New breakthrough in WhatsApp customer identification: Interpretation of practical application of AI avatar recognition technology

existToday, as WhatsApp's private domain operations enter deep waters, the biggest problem faced by enterprises is no longer "cannot find users" but "cannot identify users clearly." Whether a mobile phone number is registered and whether it is online are no longer enough to determine whether the user is real and worthy of follow-up.

In the absence of basic user information,In the WhatsApp system,Avatars become one of the few identifiableThe entrance of "people". in the past it was"Visual perception", now, with the help of AI, it can becomeStructured customer identification variables, or even your first decision-making basis for allocating customer service, screening communities, and layered marketing.

This article will analyze in detail from an application perspectiveA key technology in WhatsApp customer identification——AI avatar recognition technology, and combined withDigital Planet Global Number Screening Platformfunction, it explains how to complete the closed loop of customer identification and conversion strategy optimization through avatars.

Why can’t traditional identification methods meet operational needs?

Businesses are usingWhen WhatsApp operates, it often only focuses on a few superficial indicators:

lIs the mobile phone number format correct?

lRegister or notWhatsApp

lIs it active online?

But these indicators have natural flaws:

lregister≠active,active≠real

lUnable to determine the user profile behind the account

lUnable to determine user social behavior preferences

lUnable to identify risk accounts, robot accounts, and users with false identities

Avatar, displayed as a user inWhatsApp’s most conspicuous logo is always ignored. The emergence of AI avatar recognition is precisely to solve this "visible but unavailable" problem.

what isAI avatar recognition? What does it recognize?

AI avatar recognition refers to classifying, analyzing and risk scoring user avatars through image recognition models, and generating data fields that can be used in a structured manner.

digital planet platformThe AI ​​recognition module mainly provides recognition capabilities in the following dimensions:

1. Avatar type recognition

Determine whether the avatar belongs to selfie, cartoon, landscape, or enterpriseLogo, blank avatar, group photo or other types.

2. Image quality rating

Identify whether the avatar is clear, whether the resolution is up to standard, whether there are compression marks or the system default image.

3. Authenticity score

Determine whether the avatar isAI synthesized pictures, stolen pictures or batch registered images will output an "authenticity risk score".

4. Judgment of gender and age tendency

Based on facial and image features, the gender and age estimated by the output system are suitable for preliminary portrait analysis.

5. Recommended use level

Combining the avatar recognition results and mobile phone number status, the system automatically determines whether to recommend that you include the customer in the main operation path.

Through these dimensions, enterprises can visually layer customers and achieve automatic filtering and strategic classification.

What role can avatar recognition play in actual business?

Filter layer before customer pool cleaning

Importing mobile phone numberBefore the SCRM system, low-quality customers were flagged in advance through avatar recognition. For example, customers with blank avatars, blurred images, and AI-synthesized avatars can be directly marked as cold accounts or excluded from use.

Optimized allocation of customer service resources

Real selfie+Clear image+Users with high fidelity scores can be prioritized to be followed up by live customer service; users with low fidelity will be handled by robots, saving manpower.

Identify risky users before recruiting people in the community

Before establishing a community, use avatar recognition to filter out users with duplicate avatars, stolen images, and users without avatars to improve the quality and activity of the community.

Precision advertising and remarketing

By identifying age and gender tendencies in avatars, combined with mobile phone number countries and active tags, we can build a smaller, more granular group of high-converting people to improve advertising delivery.ROI.

agent/data vendor data verification

Conduct avatar detection on externally imported numbers to verify their authenticity and distribution type, evaluate the quality of data sources, and prevent high complaint rates.

WhyIs AI recognition more reliable than human judgment?

The way to manually identify avatars mainly relies on"Look at the pictures and tell the story", but face these problems:

lInconsistent judgment standards and lack of objective output

lThe operation efficiency is low and cannot handle large batches of numbers.

lUnable to form structured data and cannot be linked with the system

lUnable to record the judgment process and historical tags

The advantages of AI recognition are:

lHigh consistency: unified output standard of the model

lHigh efficiency: supports concurrent recognition of millions of avatars

lHigh availability: structured fields can be imported directly into the system

lHigh stability: the model is continuously trained and updated to adapt to new image trends

In actual enterprise applications, using the Digital Planet platform to identifyAll 100,000 avatars can usually be output within 30 minutes, which is much higher than manual efficiency by more than a hundred times.

Overview of output fields: can be called directly by all your systems

After using Digital Planet to identify the avatar, the following fields will be output together with the original mobile phone number:

lMobile phone number (including country code)

lAvatar type tag

lImage clarity rating

lauthenticity score

lgender inference tag

lAge stage label

lRecommended usage level (recommended/use with caution/exclude)

These fields can be imported directly:

lSCRM system for customer tag modeling

lCustomer service system distribution module

lAdvertising system remarketing grouping logic

lGroup control system pulls group permission control

lData governance system completes customer pool cleaning

Why Choose Digital Planet asAI avatar recognition entrance?

lOne Stop: Registration Status+ Activity + Risk control number segment + Avatar recognition completed simultaneously

lGlobal Coverage: Supported244 country number segments and avatar type style recognition

lHighly scalable: supports batch processing of millions of numbers,API real-time call

lSecurity compliance: The system does not store the original avatar and only processes the recognition result fields.

lContinuous evolution: The model continues to learn and update, and the recognition accuracy continues to improve.

Have you realized that the customer pool has a lot of"The number that cannot be sent, cannot be transformed, and cannot be connected" are all hidden under the surface of the clues?

And these problems, in fact, a profile picture has already told you.

Starting today, useDigital Planet Global Number Screening Platform, not only identifies the mobile phone number, but also identifies the customer himself.

Turn seemingly vague avatars into customer information assets with dimension, structure, and insight.

This is not identifying the image; this isThe beginning of identifying customer value. Let the digital planet useAI empowers every piece of your customer information, making every contact more accurate, safer, and more efficient.

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 worldwideBatch numbers for 236 countriesScreening and testing services , currently supports40+ social and apps like:

whatsapp/line, twitter, facebook, Instagram, LinkedIn, Viber, zalo, binance, signal, skype, DISCORD, Amazon, Microsoft, Truemoney, Snapchat, kakao, Wish, GoogleVoice, Botim, MoMo, TikTok, GCash, Fantuan, Airbnb, Cash, VKontakte, Band, Mint, Paytm, VNPay, Moj, DHL, Okx, MasterCard, ICICBank, Byb Wait.

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 channelt.me/xingqiupro Get more information and verify the identity of business personnel through the official website. official businesstelegram:@xq966

(Kind tips:existWhen searching for Telegram’s official customer service number, be sure to look for the usernamexq966), you can also verify it through the official website personnel: https://www.xingqiu.pro/check.html , confirm whether the business contact you is a planet official