WhatsApp risk number screening, first eliminate problematic data and then do customer development

DoWhen WhatsApp is marketing overseas, what really affects efficiency is often not the insufficient number of numbers, but the fact that all data is mixed into the same list. Customers whose sources are clear and who have actively consulted recently are placed together with numbers left a few years ago with incomplete information; people who have made it clear that they do not want to continue to contact are entered into sales together with customers who have newly submitted their forms. Such a list may seem huge, but it actually becomes more tiring the more you use it. The key point of WhatsApp risk number screening is to first separate the data of different quality, different sources, and different statuses. Don’t let the salesperson try it from beginning to end with one form.

Risk screening is not simply to judge whether a number is dangerous or not, but to see whether the data is suitable for entry now.WhatsApp customer development process. Number status is only part of it. What really determines the level of risk is customer source, historical interactions, and current business relationships.

WhatsApp number risks, don’t just look at the technical status first

When many people see a risk number, their first reaction is that the number is abnormal, unusable, or not activated.WhatsApp.

Of course these need to be checked, but they are far from enough.

Even if a number has been activatedWhatsApp, if the source is completely unclear, should not be directly regarded as a high-quality marketing customer.

The other number may come from the company's official website for inquiry. The customer took the initiative to inquire about the price three days ago. This kind of data has a significantly higher priority even if no transaction has been completed yet.

soIt’s best to look at both levels of WhatsApp risk screening at the same time.

The first level is the number level.

For example, whether the format is normal, whether there are duplicates, whether it is activatedWhatsApp.

The other layer is the business layer.

For example, where the number comes from, whether the customer has interacted recently, whether there is a clear need, and whether the customer has refused to continue contacting.

Putting the two layers together, the list really makes sense.

Low-risk data usually has a clear source

More suitable for those who enter sales firstWhatsApp data generally has one feature in common: knowing why the customer appears on the list.

For example, customers take the initiative to inquire about prices through the official website.

Submitted mobile phone number via ad form.

Take the initiative to leave your contact information when attending events.

There have been orders, after-sales or normal business dealings.

The most important thing about this type of data is not the number itself, but the business background.

Also know where to start when contacting sales.

If the customer just inquired yesterdayProduct A, it is natural to continue following up via WhatsApp today.

If you only have an unfamiliar mobile phone number, but you don’t know when and why the customer stayed, and you just send a product introduction as soon as the sales start, the response rate will usually not be too high.

so doWhen screening WhatsApp risk numbers, it is best not to lose the source field.

The second category is that the number is OK, but the business status needs to be confirmed.

Some data cannot be said to be bad directly, but they are not suitable for immediate entry into the high-priority list.

For example, the number has been activatedWhatsApp, but the customer was left a year ago.

Or the source is clear, but the product demand has never been clear.

There are also some customers who have inquired but have not responded for a long time.

This kind of data can be placed in the area to be confirmed.

There is no need to delete it directly, nor should it be placed at the same priority as new inquiry customers.

It can be further dismantled according to time.

closeIf there is interaction within 30 days, priority will be higher.

closeIf you have received consultation within 3 months, you can continue maintenance.

If there is no business record for more than half a year, the frequency will be reduced.

This way sales won’t spend a lot of time on long-term silent data.

The real high risk is not lack of reply, but unclear source and status.

Just because the customer didn't reply doesn't mean the number is at risk.

Maybe it’s just not needed at the moment, or maybe the sales contact isn’t at the right time.

What really needs to be handled with caution is data that cannot even explain basic information.

For example, I don’t know where the number comes from;

Large amounts of duplicate records;

The country and number format do not match;

The customer profile has no product, time and source fields at all;

have made it clear that they no longer wish to receive information;

Historically marked as invalid, it is constantly re-entered into new lists.

If this kind of data is kept mixed in the sales pool, it will continue to create duplication of work.

Therefore, the value of risk screening is not to delete all silent customers, but to first isolate the data that is obviously not suitable for continued contact.

Digital Planet can handle the number layer first

When an enterprise already has a batch of overseas customer numbers with clear sources, it can first deal with the problem of the numbers themselves.

For example, unifying the international number format, cleaning up duplicate numbers, and then filtering through Digital PlanetWhatsApp activation status is continued to be classified according to country, batch and other information.

This way you can answer a basic question first:

Which numbers haveWhatsApp communication basics.

For example, a batch of raw data has60,000.

After removing duplicates and obvious formatting issues, the remaining50,000.

Then do it through Digital PlanetWhatsApp related filtering to get the target number that has been activated.

Next, merge these numbers with the original customer source, recent interactions, and sales status.

Digital Planet solves the layer of numbers and platform status. The real business risks still depend on the company's own customer records to judge.

After clarifying this step,WhatsApp risk number screening will not turn into a vague label.

can putWhatsApp customers are simply divided into three tiers

There is no need to make a very complicated risk model.

In actual use, it is enough to divide it into three layers.

The first level is priority follow-up.

The source is clear,WhatsApp has been activated, and there have been recent inquiries, orders, customer service inquiries or other real business interactions.

This group of customers will be sold first.

The second level is pending confirmation.

The number status is normal, but it has been there for a long time, the demand is unclear, or there have been no new business actions recently.

This batch of data can continue to be retained, but there is no need to rush to process it.

The third level is not to enter marketing yet.

The source is unclear, obviously wrong, severely repeated, or the customer has made it clear that he does not want to continue to receive relevant information.

In this way, sales open the list every day and do not need to re-judge everyone.

Process the first layer first, then look at the second layer, and isolate the third layer directly.

Why is it better to have a smaller list after risk screening?

Assume that there is100,000 WhatsApp related numbers.

Lose less after weight loss20,000.

Format and obvious exceptions are processed in another batch.

Some numbers are not availableWhatsApp platform basics.

Then separately release numbers with unclear origins, long-term no business records, and numbers that are not suitable for continued marketing.

In the end there may only be40,000 to 50,000 items enter the sales pool.

It looks like half of the data is missing.

But what really reduces sales is a lot of duplicate verification and pointless reach.

It turns out that everyone contacts me every day100 numbers, probably a lot of time spent on historical data and invalid attempts.

After screening, we still contact you every day100, the background of the customers on the list will be clearer, and it will be easier for sales to know what to talk about first.

soWhatsApp risk screening is not to make the data look more, but to make the part that actually goes into sales better.

Risk numbers may not always be worthless.

Some data is simply not suitable for priority processing at the moment.

For example, old customers who have not made purchases for half a year can enter the long-term maintenance library.

If you have consulted before but the budget has not been determined, you can wait for the appropriate time to follow up again.

Some customers are temporarily unavailableWhatsApp may also be more suitable for email, Telegram or other channels.

Therefore, after screening the numbers, it is not recommended to simply divide them into useful and useless ones.

It is more practical to divide it into:

Prioritize follow-up now;

Can be maintained later;

Don't touch it yet.

In this way, all the data will not be lost due to one filtering.

What fields does sales really need to see?

Finally handed over to salesThe WhatsApp list should not just include a mobile phone number and a risk label.

It's better to leave the key background together.

nation

Phone number

WhatsApp status

Customer source

most recent interaction

Follow products

Current sales status

for example:

American customers

Official website inquiry

WhatsApp has been activated

Inquire about product A 3 days ago

Not quoted

This is obviously a high priority.

Another one:

French customers

Registration for historical events

WhatsApp has been activated

No interaction for 8 months

No clear product requirements

This type can lower the priority.

The technical status of the two numbers may be the same, but the business value is completely different.

WhatsApp risk screening ultimately helps prioritize sales

Many number screening tools address whether processing can continue through a certain platform, but what sales really care about is who to contact first today.

So the complete process should connect the two questions.

First sort out the number format and repeated data.

Then confirm through Digital PlanetWhatsApp related status.

Then do risk stratification based on customer source, recent interactions and product needs.

Finally, the priority customers are handed over to sales.

In this way, risk screening is not just a test, but directly serves subsequent customer development.

The screening of WhatsApp risk numbers is not to delete all "imperfect" data, but to put people with clear sources, recent needs, and suitable for continued communication at the front, and put problem data and long-term silent numbers at the back. Once the order of the list is clear, sales will naturally make fewer unnecessary attempts.

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