Is the data generated by number generation software reliable? Can it still be used after filtering

When doing overseas customer acquisition or private domain operations, number generation software is almost a tool that many people will come into contact with. Its advantages are obvious. It can generate a large number of mobile phone numbers in a short period of time. It seems that the data scale is very large, but when it is actually used, questions also arise: are these numbers reliable? Can they still be used after screening?

If you only look at the quantity, the generated data is indeed"It looks good", but in actual delivery and marketing, it is not the quantity that determines the effect, but the quality of the data. The filter number is the key step that determines whether the data can continue to be used.

1. What is the principle of number generation software?

Number generation software is essentially based on the number segment rules of each country and generates mobile phone numbers in batches according to a certain combination of logic. For example, splicing is performed based on rules such as country code, operator number segment, and number length to generate a batch ofA "correctly formatted" number.

But to be clear, these numbers are just"May exist" does not represent real users. In other words, generating numbers is only the first step. It solves the problem of data source, not data quality.

Therefore, the generated data must be tested and filtered to determine whether it has actual use value.

2. Why does the generated number look like a lot but is not easy to use?

Many people will encounter a typical problem after using generated numbers: the amount of data is large, but few are truly effective.

The main reason is that the generated data contains a large number of invalid numbers, such as unsubscribedWhatsApp or Telegram numbers, deactivated numbers, virtual carrier numbers, or even non-existent numbers. This data is not visible on the surface, but fails massively when actually reached.

If you do not perform filtering and use it directly for marketing, it is easy to cause problems such as failure to send, no reply, and low conversion rate.

3. The core role of screen numbers in data

The essence of screen number is to"Possible numbers" become "real available users".

Through number detection, you can determine whether a number is activatedWhatsApp or Telegram accounts to filter out reachable users. On this basis, you can also filter active users and filter out accounts that have not been used for a long time.

Through this series of screening, the invalid parts of the original data can be greatly reduced, making the remaining data of actual value.

In actual operation, the generated number can be processed through Digital PlanetWhatsApp detection, Telegram filtering and active user filtering support batch processing so that the data can be cleaned before entering marketing.

4. Can the data after the filter number still be used?

The data after filtering is not only usable, but also truly valuable data.

Because after screening, the remaining numbers must meet at least two conditions: they can be reached and they have usage behavior. Such users are more likely to see messages and interact with them in actual marketing.

Compared with unfiltered data, filtered data will have a significant improvement in reach rate, response rate and conversion rate. Therefore, the screen number is not"Optional step", but a key step in determining whether the data is available.

5. How to judge whether the generated data has conversion value

Even if the screening is completed, further judgment on data quality is required.

It can be viewed from several dimensions. The first is the activation rate. If a large number of numbers are not activatedWhatsApp or Telegram, indicating that the data source is of lower quality. The second is the active ratio. The more highly active users there are, the more valuable the data is. The second is actual feedback, such as response rate and conversion performance.

Through these indicators, data sources and screening strategies can be continuously optimized.

6. Generate data+The correct way to use screen numbers

A more reasonable way is to combine number generation and screening numbers instead of relying on one of them alone.

You can first obtain basic data through the generation tool, then detect and filter through the number screening tool, filter out invalid numbers, and then use the filtered data for actual marketing. Through such a process, the overall quality can be improved while ensuring the data scale.

When generation and filtering form a complete process, data is no longer just"Quantitative advantage" refers to resources that truly have the ability to transform.

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