messaging-platforms

Measuring Channel Effectiveness with Attribution

How to attribute revenue to specific messaging channels.

19 tháng 9, 2026 7 phút đọc Zenify Team
#attribution #do-luong #doanh-thu

Measuring the effectiveness of each channel with attribution is attaching the source to each order — whether this order comes from Zalo, Facebook, TikTok, a platform or a website — to know exactly which channel generates revenue and which channel is just a waste of effort. If not measured, businesses "guess" which channel is strong, easily spending money in the wrong place and neglecting the channel that actually makes money. Zenify recorded a 21% increase in conversion rate (approved) when businesses measured the correct attribution.

TL;DR
- Attribution = attach source to each order to know which channel makes money.
- Not measuring = guessing, putting resources in the wrong place.
- Attach source to: tracking link, source code, customer inquiries, UTM.
- Allocation by first/last touch channel or multi-touch.
- Measure every month, compare, cut ineffective channels.

What is Attribution

Attribution (source assignment) is the process of determining where a customer comes from before purchasing:

This application was found through a Facebook ad or a Zalo message?

Customers read the website and then move to the buying platform - for which channel?

Without attribution, businesses look at total revenue but don't know "which door the money comes from".

How to attach power to the unit

1. Tracking link (UTM / source code)

Each advertising campaign uses its own link with source code.

The application from that link is attached to the correct campaign.

2. Ask the customer/source for declaration

When closing an order: "Do you know where the shop goes?" — record.

Simple but depends on the customer.

3. Channel pooling system

Messages come from which channel has that source attached (Zalo/Messenger/livechat).

Single entry from which conversation → that conversation source (see Multi-channel unification).

Popular attribution model

Model | How to assign | When to use

First Touch | Assign to the channel the customer first encounters | Evaluating new access channels

Last touch | Assign to end-buyer channel | Evaluate the closing channel

Multi-touch | Divide by all channels touched | See the full picture

Vietnam retail reality: Customers often text Zalo to ask → finalize via Zalo, but know about the shop via Facebook. If only counting the "last touch", Facebook is underestimated even though it plays a role in bringing visitors. You should monitor both.

Avoid errors when measuring

Last touch only: Underestimating the reach channel (Facebook, advertising).

Not attaching source to the message: The customer is sending the message from nowhere.

Not measuring periodically: old data, decisions based on last month.

Ignore customers who don't remember the source: grouped into "other", distorting the data.

Operation: measure → compare → adjust

Each month: Check the number of messages, orders, and value by each channel.

Compare: Which channel increases, which channel decreases, which channel wastes effort and doesn't make money.

Adjustment: add more resources to effective channels, review poor channels.

Z

Zenify Team

Zenify Team · 19 tháng 9, 2026

Chia sẻ:
Zenify CXM Platform

Bạn có câu hỏi về CXM?

Đội tư vấn Zenify sẵn sàng giúp bạn xây dựng chiến lược trải nghiệm khách hàng phù hợp với mô hình doanh nghiệp.

Miễn phí tư vấn Phản hồi trong 24h 200+ doanh nghiệp tin dùng