Social Account Activity Detection: Stop Wasting Your Marketing Budget on Zombie Users

The Value of Data Activity

In marketing, there is a harsh truth:

Out of every 100 pieces of data you purchase, only 30-40 may actually be active users

This means your marketing costs are wasted by 60-70%—and that’s just theoretical; actual results are often worse.

KK-DATA Activity Detection Technology Ensures Number Validity

Detection Dimensions

Activity Composite Score = 
Login Status Weight (30%) +
Recent Activity Time Weight (25%) +
Interaction Behavior Weight (20%) +
Content Publishing Weight (15%) +
Friend Interaction Weight (10%)

Activity Grading Standards

Level	Definition	Marketing Recommendation
Active	Activity within 7 days	Prioritize delivery
Lightly Active	Activity between 7-30 days	Deliver with caution
Moderate Dormancy	No activity for 30-90 days	Wake-up marketing
Heavy Dormancy	No activity for 90+ days	Abandon or re-activate
Zombie Account	Long-term no activity	Not recommended for use

Platform Support

Platform	Detection Content	Accuracy Rate
Telegram	Online status, last login time	99%+
WhatsApp	Last seen, status updates	98%+
Facebook	Activity status, browsing frequency	97%+
Line	Active status, message sending frequency	98%+
Zalo	Login status, online duration	97%+

Use Cases

Scenario 1: WhatsApp Marketing

Background: Sending product catalogs to Vietnamese customers

Traditional approach:

Purchase 50,000 pieces of data
Cost: $2000
Actual reach: ~18,000 active users
Final result: Conversion rate 0.5%

KK-DATA approach:

Purchase 50,000 pieces of data + activity detection
Cost: 2500 (extra500 detection fee)
Precise reach: ~18,500 active users
Result: Conversion rate 2.3%
ROI increase: 540%

Scenario 2: Telegram Community Promotion

Goal: Send invitations to potential community members

Identify high-activity users: prioritize sending invitations
Identify dormant users: pause or reduce delivery
Identify zombie accounts: exclude directly
Community activity rate increased by 300%

Difference Between Activity Detection and Invalid Number Detection

Detection Type	Function Description	Main Value
Invalid Number Detection	Verify if the number exists and is valid	Avoid contacting non-existent numbers, save resources
Activity Detection	Determine if the user is active and when	Ensure marketing reaches truly active users

Real Case Data

Client: Southeast Asian e-commerce platform Data volume: 1 million numbers

Before detection:

Total data: 1,000,000 pieces
Marketing cost: $50,000
Actual reach: 280,000 pieces (28%)
Final conversions: 840 orders
ROI: 1.68

After detection:

Total data: 1,000,000 pieces
Marketing cost: $52,000 (including detection fee)
Precise reach: 285,000 pieces (precise)
Final conversions: 2,145 orders
ROI: 4.12

Frequently Asked Questions

Q: Will activity detection affect the detection speed? A: KK-DATA uses parallel detection technology, completing detection and labeling of 1 million pieces of data within 30 minutes.

Q: Are detection results updated in real time? A: Yes, KK-DATA supports real-time detection and periodic batch updates to ensure data timeliness.

Q: How do you define “active users”? A: We use a multi-dimensional composite score on a scale of 1-5; a score of 4 or above is considered an active user.

If you are looking for a stable, efficient, and professional global number screening platform, visit now:

👉 https://app.kkdata.cc/

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