How can companies use AI to identify WhatsApp user avatars and achieve accurate customer analysis?

existNow that WhatsApp marketing has increasingly become the core battlefield for cross-border corporate private domain growth, many companies have realized:Simply knowing whether a mobile phone number is registered is not enough to complete efficient conversion.

The more fragmented customer behavior is, the more uncontrollable the data is, and the more important it is toAccurately identify user characteristics from a small amount of visible information. And inIn the WhatsApp ecosystem,The avatar is the only visual clue, represents a customer’s first visual impression, identity intention and social posture.

How to recognize from a profile picture“Who is the customer?” “Is it real?” “Is it worth following up?” This is exactlyDigital Planet Platform launchedThe core value of the AI ​​recognition module.

This article will explain in detail from the perspective of corporate marketing and customer management:how to passAI recognizes WhatsApp avatars and builds a customer analysis system to promote more accurate hierarchical operations and conversion improvements.

Why has avatar recognition become a key entry point for enterprise customer analysis?

TraditionIn WhatsApp operations, customer analysis dimensions often only include:

lRegister or notWhatsApp

lHave you been active recently?

lCountry affiliation and operator type

But this"Cold" data cannot determine who the user is at all, nor can it support personalized marketing, refined follow-up, and risk prevention and control.

The avatar information has the following values:

lHigh visibility: It is the first image that users are willing to show to the outside world.

lDense behavioral signals: Including identity hints, aesthetic preferences, social intentions, etc.

lEasy to structure: Can be identified, labeled and imported into the system in batches

lEasy to connect user hierarchical model: Can be formed by combining the mobile phone number status"Global user portrait"

in short:Avatars are the first anchor point for you to identify unfamiliar customers and judge whether they are worth investing resources in..

How does Digital Planet identify avatars? Analysis of five major modules

as a globalA 244-country mobile phone number screening platform, Digital Planet natively integrates the AI ​​recognition module into the mobile phone number detection engine to achieve "Registration status+Activity+Risk Level+Avatar Recognition"Integrated output. Recognizing avatars mainly includes the following five dimensions:

1. Avatar type classification

Identify which category an avatar belongs to:

lReal person selfie (high priority)

lCartoon image (skewing towards young women)

lScenery or pet pictures (the type with a high incidence of cold accounts)

lenterpriseLogo (high potential B-end customers)

lBlank avatar (discard the account after registration)/virtual number)

business value: As a customer initial screening and automatic grouping label field.

2. Image quality and stability score

Identify whether the image is clear, whether the image resolution and cropping are reasonable, and whether the avatar is frequently changed.

business value: Image quality reflects user proficiency and social willingness, and indirectly affects customer conversion expectations.

3. Gender and age prediction

Determine gender and age (youth) through facial features, color models and image styles/middle-aged/elderly).

business value: Improve the matching of words, advertising creative orientation and customer service resource allocation efficiency.

4. Image authenticity and AI synthesis judgment

Check whether the avatar isAI-generated pictures, stolen Internet pictures, emoticons, or repeated pictures in batches.

business value: Identify fake accounts, risk control number segments, and account registration services in advance.

5. Behavior tendency label generation

Combine image types+ Usage frequency + customer status, generate system tags, such as:

lRecommended

lUse with caution

lRecommended to exclude

lBusiness customer orientation

lPotential female users

lActive private domain users

business value: Used for refined customer grouping, automatic conversation push, and customer priority assignment.

Practical operation process: How do companies use Digital Planet for avatar recognition?

Step 1: Import mobile phone number data

Upload a list of user mobile phone numbers, supportedTXT/CSV/Excel format, automatic structure recognition.

Step 2: Enable "Avatar Recognition Module"

Select avatar recognition in the detection options and the system will automatically captureWhatsApp avatar and processing.

Step 3: Run the AI ​​recognition engine with one click

The Digital Planet platform will process all images concurrently and output structured recognition results.

Step 4: Export fields and import them into the business system

Output fields include: avatar type, image quality, authenticity score, gender prediction, age group, recommendation level, etc.

Importable systems include:

lSCRM platform

lCustomer service management system

lGroup control/script distribution system

ladvertiseDMP system

lCustomer Lifecycle Labeling System

Recommended application scenarios (real enterprise usage)

● Accurate crowd delineation for advertising placement

Will"Female + real person selfie + youth segment" identifies users to join the new product promotion crowd package to increase click-through rate and ROI.

● Customer service allocation optimization

High fidelity+Customers with high-definition avatars will be received by human customer service first, and risk avatars will be screened by robots first.

● Quality control of social recruitment

Set the threshold for avatar recognition, filter out users with blank avatars, landscape pictures, and duplicate pictures to ensure the community interaction rate.

● The customer label model is improved

Fill in the avatar recognition fieldCRM, completes the gender/age/style fields, and supports the construction of higher-dimensional operating models.

Digital Planet Platform Advantages

lglobal number+Unified process of avatar recognition, no need to jump to multiple systems

lIdentify field standardized output, directly connect anySaaS platform

lUpdate image recognition models in real time, the recognition accuracy is higher and it adapts toAI graph generation trend

lSupports high-concurrency processing of millions of data, suitable for batch operation needs of medium and large enterprises

lStrong combination field: registration status+Activity+Avatar type+Risk level, truly supports multi-dimensional classification of customers

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