Facebook’s international base material screening strategy is optimized, and the accuracy of social status judgment is improved

In actual overseas marketing and social advertising,The accuracy of Facebook's base material screening directly determines whether the starting point of the entire conversion process is effective.. Especially before conducting private message traffic, adding friends, community building, page interaction, etc., if the base material contains a large number ofUnregistered account, blocked account, silent account, incorrectly formatted number segment, not only leads to a decrease in reach, but also makes it easier to beFacebook’s risk control system flags abnormal behavior.

The question now is:

lHow to know if a certain mobile phone number is registered?Facebook?

lHow to identify which numbers in the international base material can be used and which numbers need to be eliminated?

lIs there a standardized testing method for batch base materials?

lRegarding the fuzzy state, can it be more precise?

This article will focus on these practical issues, combined with the capabilities of the Digital Planet platform, to explain thoroughlyHow to accurately screen Facebook's international base materials, how detailed the status judgment can be, and how to use it most effectively after screening., not talking about concepts, just talking about practical information.

 

WhyIs Facebook base material more difficult to screen?

andCompared with WhatsApp and Telegram, Facebook’s account status judgmentHigher threshold and more variables, the reasons are as follows:

lFacebook accounts can be bound to mobile phone numbers, email addresses, or both. The proportion of mobile phone number registrations varies in different regions;

lMany users have setPrivacy protection status, even if registered, the system cannot directly determine whether it is active;

lAlthough some accounts have not been banned, they have not been used for a long time and are inactive by the system by default;

lThe logic for interoperating accounts on multiple platforms is complicated. For example, if a number isInstagram is active but Facebook is not registered.

These all determine:Facebook base materials must be scored through combination logic, multi-dimensional detection, manual judgment and model matchingTo complete the identification, you cannot rely on"Test once and it's over."

 

Base material testing, the first step is to make structured judgments

Provided by Digital Planet Facebook base material detection API interface, supports batch detection of global mobile phone numbers. The process includes three steps:

1. Standardization of format and number segment

The original number of the base material is often in a confusing format, and the system will complete it first:

lArea code completion and unification (+1, +44, +62, etc.)

lEliminate abnormal number segments (such as duplicate numbers, non-mobile phone number segments, empty number prefixes)

lMatching of multiple area code segments (compatibility rules for multiple operators in the same country)

This is the first step to improve detection hit rate and reduce invalid calls.

 

Step 2: Call the interface to identify the registration status

API detection returns the following fields:

lHave you registered?Facebook account (registered/unregistered)

lAccount status (activated/Silence/Risk Blur)

lMatch accuracy (explicit/suspected/unknown)

For example:

lAn account with a clear registration status will display"Registration + normal use";

lA suspected registered account (bound but not online for a long time) will be marked as"requires observation";

lIf the interface returns"Unregistered" can be directly included in the elimination list.

This stage can be completedMore than 60% of the base material coarse screening cleaning tasks, greatly reducing subsequent wasteful touches and low-hit operations.

 

Step 3: Manual screening intervention to resolve gray area accounts

The system is marked asIt is not recommended to use the "suspected registration" account directly. This part is often:

lData delay synchronization number segment

lAccounts with behavioral traces but not reaching the activity threshold

lDetected as a cold account many times but not banned

For this type of account, Digital Planet providesManual screening service, through the background behavior model+ Manual cross-validation to achieve final status confirmation:

lHave you ever logged in?Facebook app

lHave you joined public groups, pages, posted, etc.

lwhether withThere is account linkage behavior on WhatsApp and Instagram

The result after manual confirmation,Accuracy increased toMore than 93%, can be used as a formal contact target.

 

The core of the optimized screening strategy is not multiple screens;"for classification"

How to use the screened base material? How is it worth using? Here are some implementation suggestions:

Class A account (registered + active)

lCan be used to add friends, private message conversations, page invitations, and event message group sending

lRecommended accessThe CRM system marks "high-potential users" and sets priority reach strategies

Class B account (registered but low activity)

lYou can enter the thermal insulation pool for regular reminders and content guidance.

lCooperateFacebook ad pixel remarketing strategy delivers activated content

Class C account (unregistered/banned)

lDirectly eliminate or unify archives to avoid entering the delivery system

It is recommended to check the box in the Digital Planet background"Tag field output" can directly generate field structures for SCRM systems.

How to screen ingredients from multiple countries? Is it suitable for the global market?

Many people are worried: They have the base data of dozens of countries, and each country has different rules. Do they need to screen one batch per country?

The answer is: no.

Digital Planet has you coveredMatching logic between base material number segments and Facebook registration in 180+ countries, including but not limited to:

lSoutheast Asian market: Thailand, Indonesia, Vietnam, Singapore, etc., have a high proportion of mobile phone number registrations

lSouth Asia and Middle East Market: India, Pakistan, United Arab Emirates, Saudi Arabia, irregular number segments but high activity

lEuropean and American markets: Mixed registration types, email recommended+Mobile phone number dual channel identification

lAfrican and Latin American markets: Account bans occur frequently, it is recommended to increase the number"Risk label" assisted elimination

The underlying interface will automatically identify the country, and the system judgment logic has been optimized according to the usage habits of each country, so there is no need to manually set it.


digital planet is a world-leading number screening platform that combinesGlobal 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:

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 includingOpen filtering, active filtering, interactive filtering, gender filtering, avatar filtering, age filtering, online filtering, precision filtering, duration filtering, power-on filtering, empty number filtering, mobile device filtering wait.

Platform providesSelf-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 business telegram: @xq966

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