YOYI GLOBAL Topics Interpretation of Advertising Monitoring Indicators in China

Interpretation of Advertising Monitoring Indicators in China

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Interpretation of Advertising Monitoring Indicators in China

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发布时间:2024-07-29   作者:

Advertising effectiveness monitoring indicators are crucial for advertisers to determine the effectiveness of advertisements and how to optimize them. The commonly used advertising monitoring indicators by Chinese advertisers mainly include four major categories: traffic indicators, interaction indicators, conversion indicators, and cost indicators.

Traffic Indicators

Ad Impressions

The total number of times an advertisement is displayed on a specific website within a designated time period. High exposure means the advertisement has a wide reach, but it is also important to avoid ineffective exposures. This indicator cannot measure whether users have actually seen the advertisement, as it can be affected by factors such as page scroll speed, which affects the visibility of the advertisement.

Unique Impressions

Unique impressions refer to the number of exposures after excluding multiple exposures by the same user, which is mainly achieved by excluding duplicate cookies.

Calculating the ratio of ad impressions to unique impressions (Impression/Unique Impression) is one of the simple ways to identify ad fraud. A high ratio indicates that some users are repeatedly visiting in large numbers, suggesting that the website may have abnormal traffic and is suspected of having machine-generated traffic.

Viewable Impressions

Viewable impressions are based on the visibility of the advertisement. The IAB (Interactive Advertising Bureau) stipulates: For PC-side image advertisements, 50% of the pixels are displayed for more than 1 second, and for PC-side video advertisements, 50% of the pixels are displayed for more than 2 seconds, which can be considered viewable impressions. Additionally, for larger ad formats, 30% of the pixels displayed for more than 1 second can be considered 1 viewable impression.

The internet advertising pricing model related to this indicator is CPMv (cost per mille viewable impression), which is the cost for a thousand viewable impressions. The new CPM selling method used by Tencent mentioned earlier is CPMv. This selling method excludes data for advertisements that have not been actually watched, which can ensure the fairness, authenticity, and effectiveness of advertising transactions to a certain extent, help advertisers improve advertising effectiveness, save advertising budgets wasted on poor media resources or content, and improve ROI, thus being welcomed by advertisers.

Clicks

Clicks are the metrics used to measure user behavior after ad exposure. Clicks are the key actions that link front-end advertisements with back-end landing pages, reflecting the audience’s interest in the advertisement. Factors affecting clicks include two aspects: first, the accuracy of ad placement, and second, the quality of ad creativity.

Click-Through Rate (CTR)

The ratio of clicks to impressions (Click/Impression), the click-through rate allows for a horizontal comparison of the effectiveness of different advertisements and is the most direct and persuasive quantitative indicator reflecting the effectiveness of online advertising. Factors affecting the click-through rate include: the number of impressions, which only becomes relatively stable after reaching a certain quantity, objectively reflecting the effectiveness of the advertisement; the accuracy of ad placement, the higher the proportion of the target consumer group reached, the higher the click-through rate; the attractiveness of ad creativity, the stronger the visual impact and the more attractive the content, the higher the click-through rate.

Page Views (PV)

Page views are a commonly used indicator for website traffic statistics. A request from the user’s end to open a page is considered one page view. Page views are one of the commonly used traffic indicators for monitoring ad landing pages. To a certain extent, they can reflect the degree to which the interests and desires of the ad audience are stimulated and can reflect a certain advertising effect.

Visits

Visits are commonly used in website traffic analysis to describe a series of user behaviors within a certain period of time or in the process of achieving a certain goal. The mainstream view is that visits refer to the number of times users visit a website.

Visits can be used for the calculation of CPV (Cost Per Visit), which is the cost per visit. In practical applications, it is rarely used as a billing method in settlements between media and advertisers, but rather as an indicator for advertisers to measure the ROI of marketing activities.

Unique Visitors (UV)

Unique visitors are used to measure the number of website visitors. According to the “China Mobile Internet Advertising Standards,” a device visiting a website within a specified time period is counted as one visitor, and the same device will only be counted once within the specified time period.

Compared with other traffic indicators, unique visitors are centered on a user as a measure, which can help advertisers more accurately identify the audience affected by advertising activities, and can also be used to identify simple traffic fraud. Unique visitors can be used for CPUV (Cost Per Unique Visitor), which is the cost per unique visitor. However, like CPV, it is often not used as a billing method in advertising transactions between advertisers and media, but rather as an ROI indicator set by advertisers according to the goals of the advertising campaign.

Interaction Indicators

Traffic indicators describe the arrival of users for advertisements and landing pages, while interaction indicators describe the depth of user participation. Compared with traffic indicators, the standardization of interaction indicators is relatively low.

Bounce Rate

Bounce rate refers to the ratio of users who, after clicking on an advertisement and entering the advertiser’s promoted page, do not generate further clicks and choose to leave directly. In internet marketing, the bounce rate can be used to measure the quality of external traffic and the attractiveness of website content to the audience. The higher the quality of external traffic and the more accurate the front-end advertising, the more target users can be attracted, and the lower the bounce rate of users after entering the website.

2nd-Click Rate

When a first-level website page is clicked and opened, any additional clicks generated by the user on the page are called “2nd-clicks,” and the number of 2nd-clicks is referred to as “2nd-click volume.” The ratio of “2nd-click volume” to page views is called the page’s “2nd-click rate.”

Visit Depth (PV/V)

Visit depth (PV/V) is an average number, referring to the number of times a specific web page is exposed to a visitor during a single visit, calculated as page views divided by visits. The higher the visit depth, the more pages a visitor browses in one visit, the more information they get, and the greater the value of these visits to advertisers.

Visit Duration

Visit duration (Time on Site) is also an average number, a measure of the length of visits, specifically the average time spent per visit, calculated as total visit time divided by visits. Theoretically, the longer the visit duration, the better the interactive effect of the advertisement.

Conversion Indicators

Conversion indicators are the most valuable category of indicators for businesses as they directly reflect the benefits that advertising activities bring to the enterprise, and thus are increasingly valued by advertisers.

Photo by Oliur on Unsplash

Conversion rate refers to the ratio of the number of times users complete specific actions (such as purchases, registrations, etc.) to the number of clicks, and is a key indicator for evaluating the effectiveness of advertisements. Specific actions for conversion include:

Sales-related conversion indicators

Offline: The number of store visits

Online: The number of orders placed and purchases completed

App-related conversion indicators

Downloads

Active users

Registrations Users

Retention

In-app purchases

Cost Indicators

Cost Per Thousand Impressions (CPM)

Refers to the cost per thousand impressions when advertising is placed, reflecting the cost of advertising placement.

Cost Per Click (CPC)

Refers to the cost per click when advertising is placed, reflecting the cost of advertising placement.

Cost Per Conversion (CPA)

Refers to the cost per conversion action when advertising is placed, reflecting the cost of advertising placement.

Advertising Monitoring Fields

The following are fields involved in the advertising monitoring process in China, covering data from multiple aspects such as users, devices, advertising activities, geographic locations, and network environments. Through the analysis of these data, advertisers can comprehensively understand the display, click-through, and conversion effects of advertisements, optimize advertising placement strategies, and improve the ROI (Return on Investment) of advertisements.

Field Name

Data Format

Meaning

Value

user_id

string

Unique identifier for the user

Used to distinguish different users

user_id_type

string

Type of user identifier, such as device ID, email

Helps to understand the source of user_id

req_time

bigint

Request time, records the timestamp of the user’s ad request

Used to analyze user behavior and ad display timeliness

ip

string

User’s IP address

Used for geographical analysis and user identity verification

cookie

string

Cookie data from the user’s browser

Used to track user’s online activities and ad effectiveness

source

string

Traffic source

Identifies the channel or platform the ad traffic comes from

campaign_id

string

Unique identifier for the ad campaign

Used to distinguish and analyze different ad campaigns

order_id

string

Order ID

Used to track transactions and conversions related to the ad

url

string

Target URL of the ad display or click

Used to analyze ad effectiveness and user behavior

os

string

Operating system information of the user’s device

Used for device and platform compatibility analysis

ad_ip

string

IP address of the ad server

Used to track the source of ad requests

idfa

string

Advertising identifier for iOS devices

Used for mobile ad tracking

idfa_md5

string

MD5 encrypted form of IDFA

Used for privacy protection and data matching

idfa_sha1

string

SHA1 encrypted form of IDFA

Used for privacy protection and data matching

imei

string

International Mobile Equipment Identity for Android devices

Used for device identification

imei_md5

string

MD5 encrypted form of IMEI

Used for privacy protection and data matching

imei_sha1

string

SHA1 encrypted form of IMEI

Used for privacy protection and data matching

android_id

string

Unique identifier for Android devices

Used for device identification

android_id_md5

string

MD5 encrypted form of Android ID

Used for privacy protection and data matching

android_id_sha1

string

SHA1 encrypted form of Android ID

Used for privacy protection and data matching

mac_md5

string

MD5 encrypted form of device MAC address

Used for device identification and privacy protection

android_advertising_id

string

Advertising identifier for Android devices

Used for ad tracking

ad_timestamp

bigint

Timestamp of the ad event

Used to accurately record the time of ad display and click

oaid

string

Open Advertising Identifier

Used to replace traditional device identifiers and enhance privacy protection

callback_url

string

Callback URL

Used for server-to-server notifications and data transmission after ad click

user_agent

string

User agent string of the user’s browser

Used to identify device and browser information

brand

string

Device brand information

Used for market analysis and device performance evaluation

network_type

string

Network type, such as WiFi, 4G

Used to analyze the network environment of the ad display

csite

string

Content site

Identifies the specific site or app location where the ad is displayed

stype

string

Ad type, such as display ad, video ad, etc.

Used for categorization and effectiveness analysis

extend

string

Extension field

Used for storing other custom data

open_udid

string

Open Unique Device Identifier

Used for device identification and ad tracking

plan_id

string

Ad plan ID

Used to distinguish and manage different ad plans

platform

string

Ad serving platform, such as mobile, PC, etc.

Used to distinguish the platform where the ad is served

publisher_id

string

Publisher ID

Used to distinguish different ad publishers

adzone_type

string

Type of ad placement, e.g., banner ads, interstitial ads

Used for classification and performance analysis

adzone_id

string

Ad placement ID to distinguish different ad display positions

Used to distinguish different ad display positions

province_id

string

Province ID for geographical analysis

Used for geographical analysis

city_id

string

City ID for geographical analysis

Used for geographical analysis

county_id

string

County ID for more detailed geographical analysis

Used for more detailed geographical analysis

traffic_type

string

Type of traffic, e.g., organic traffic, paid traffic

Used for traffic quality analysis

adx_id

string

Ad Exchange Platform ID

Used to distinguish and manage different ad exchange platforms.

app_package

string

App Package Name

Used for identifying and analyzing different mobile applications

main_domain

string

Main Domain

Used for analyzing the domain source of ad display

num

int

Number of Ad Requests

Used for statistics and analysis of ad request volume

log_type

string

Log Type, such as display log, click log, etc.

Used for classification and analysis

sub_customer_id

string

Sub-Customer ID

Used for multi-level customer management and analysis

session_id

string

Session ID

Used for tracking a user’s single visit behavior

order_type

string

Order Type, such as purchase, registration, etc.

Used for conversion analysis.

creative_id

string

Creative ID

Used to distinguish and manage different ad creatives

app_id

string

App ID

Used for identifying and analyzing different mobile applications

app_name

string

App Name

Used for identifying and analyzing different mobile applications

ref_url

string

Reference URL

Used for analyzing traffic sources

creative_type

string

Creative Type, such as images, videos, etc.

Used for classification and performance analysis

id

string

General ID

Used to identify the uniqueness of the record

ad_id

string

Ad ID

Used to distinguish and manage different ads

customer_id

string

Customer ID

Used to distinguish and manage different ad customers

device_name

string

Device Name

Used for device identification and analysis

browser_name

string

Browser Name

Used for identifying the browser used by the user

bizdate

string

Business Date

Used for statistics and analysis by date

bizhour

string

Business Hour

Used for statistics and analysis by hour

data_source

string

Data Source

Used to distinguish and analyze different data collection channels

In the area of advertising monitoring, some fields may be more commonly seen in the Chinese internet environment, mainly due to China’s unique advertising technology standards, device identifiers, and certain characteristics of some application markets:

oaid: Open Advertising Identifier, a device identifier introduced by Chinese device manufacturers to replace traditional identifiers and enhance privacy protection.

android_id: In China, many devices and advertising networks rely on this identifier.

open_udid: Open Unique Device Identifier, which is quite common on some Chinese advertising platforms and applications.

mac_md5: Although used globally, in the Chinese market, this field is often used for device identification.

imei, imei_md5, imei_sha1: IMEI is globally universal, but in China, especially in early advertising monitoring, it is common to see the use of IMEI and its encrypted forms.

idfa, idfa_md5, idfa_sha1: Although IDFA is a global standard for Apple devices, it is also frequently used in iOS advertising tracking in China.

ad_timestamp: The timestamp of the advertising event, universally used globally, but the format and specific implementation may vary by region.

app_package: The application package name, used to identify applications in China’s unique app markets.

app_name: The application name, which often appears in Chinese advertising monitoring to identify specific applications.

province_id, city_id, county_id: These geographical location identifiers are especially common in Chinese advertising monitoring, used for fine-grained regional analysis.

bizdate, bizhour: Fields used for statistics by date and hour, frequently used in Chinese advertising reports and analysis.

adzone_id, adzone_type: The type and ID of the advertising space, these fields are very common on Chinese advertising platforms for ad space management and analysis.

How to Read Advertising Monitoring Reports

Compare Data

Compare data from different time periods, platforms, and ad formats to identify areas of excellent performance and areas that need improvement.

Pay Attention to Trends

Observe the trends in data changes to predict future development trends, providing a basis for adjusting advertising strategies.

Deep Dive

For data that performs poorly, delve deeper into the underlying reasons, such as whether the advertising content, target audience, and placement platform are appropriate.

How to Use Advertising Monitoring Data to Optimize Advertising Strategies

Adjust Advertising Content

Based on user feedback and data analysis, optimize advertising copy, images, videos, and other elements to improve the attractiveness and conversion rate of advertisements.

Precisely Target the Audience

Understand the interests, needs, and behavioral habits of the target audience through data analysis to formulate more precise advertising placement strategies.

Optimize Placement Platforms and Timing

Choose more suitable advertisingplatforms and time slots based on data performance to increase the exposure and click-through rate of advertisements.

Control Advertising Budget

Allocate the advertising budget reasonably according to ROI and advertising effects to ensure the maximization of the input-output ratio.

Advertising monitoring reports are not only a set of data reports but also a valuable marketing guide. By deeply analyzing advertising monitoring data, we can better understand the performance of advertising activities, identify optimization space, and enhance advertising effectiveness.

Measure

Measure

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