After generating a number, how to filter out virtual numbers and invalid accounts

Many people will encounter a very real problem after using number generation tools: the data seems to be a lot, but not much is actually useful. No one responds to messages sent, the reach rate is low, and even the account is prone to problems. In fact, the core reason is very simple——The generated data contains a large number of virtual numbers and invalid accounts.

If these low-quality data are not filtered out, no matter what the subsequentWhether it’s WhatsApp marketing or Telegram traffic, the effect will be severely reduced. Therefore, after generating the number, screening is not an optional step, but a basic action that must be done.

1. Common invalid data types after generating numbers

In actual data, there are several common invalid types.

The first category is numbers that have not opened an account, such as not registered.WhatsApp or Telegram, such numbers are simply unreachable. The second category is accounts that have been inactive for a long time. Although they exist, they are rarely used. The third category is virtual operator numbers, which are often used for short-term purposes and have poor stability. Some numbers may have been deactivated or may not exist at all.

These data are not visible on the surface, but will obviously drag down the effect in actual use.

2. What is the difference between a virtual account and a real account?

The biggest difference between virtual numbers and real operator numbers lies in usage scenarios and stability.

Real users usually use the same number for a long time, have stable communication behavior, and are more active. Virtual accounts are often used for short-term purposes such as registration and code reception. Their life cycles are short, and many accounts are no longer used soon.

In marketing, even if such virtual accounts can be reached, it is difficult to generate effective interactions, so they need to be screened out first.

3. How to identify virtual operators through number detection

During the screening process, virtual numbers and real numbers can be distinguished through operator identification.

Through number ownership detection, you can determine which operator a number belongs to, and further identify whether it is a virtual operator. This step is usually completed by combining the number segment database and real-time detection results.

Compared with simple format judgment, this method is more accurate and can effectively filter out some low-quality data.

4. What is the specific process for filtering out invalid accounts?

A complete screening process usually includes several steps.

First, perform account opening testing, such as determining whether the number is registered.WhatsApp or Telegram, filter out unreachable numbers. Secondly, screen active users and eliminate accounts that have not been used for a long time. Finally, the operator is identified and the virtual numbers are filtered out.

Through these three steps, most of the invalid parts in the original data can be cleaned up.

In actual operation, the generated number can be processed through Digital PlanetWhatsApp detection, Telegram screening, active user screening and operator identification support batch processing, making the screening process more efficient.

5. How to improve data quality through multi-dimensional filtering

A single filtering condition is often not enough and multiple dimensions need to be used in combination.

For example, if only activation detection is performed, a large number of inactive users may still be included; if only active filtering is performed, virtual accounts cannot be distinguished. Therefore, it is necessary to combine the activation status, activity level, and operator type.

Through multi-dimensional filtering, data can be sorted from"Available" is further upgraded to "high quality".

6. Why screening is more important than acquisition

Many people focus on how to get more numbers, but in fact, screening is the key to determining the results.

If the data is not filtered, no matter how much it is, it will be difficult to produce an effect. When the screening process is perfected, even if the data size is not large, more stable conversions can be achieved.

From an actual operation perspective, screening capabilities are often more important than data sources.

7. The key step from raw data to convertible users

Generating a number is only the first step, it solvesThe “is there any data” question. The screen number solves the problem of "whether the data can be used".

After virtual accounts and invalid accounts are filtered, the remaining data can truly have marketing value. Only on this basis can subsequent contact, communication and transformation be meaningful.

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 contacting you is a planet official