This article will reveal the underlying logic of relevant operational strategy design from the perspective of user life cycle management. 1. Prerequisites for user lifecycle analysisThe most taboo thing about operational strategies based on the user life cycle is to divide the cycle into segments right away and then discuss the operational strategies for each stage. Before conducting relevant strategic analysis and thinking, we must clarify the following issues:
1. Two core goals of user life cycle analysis The two core goals of user life cycle analysis are to increase user engagement and to increase conversion rates at each node in the life cycle. In the process of continuous improvement of user engagement and continuous conversion of each node, users also complete the enhancement of their value within the platform and a complete process of their life cycle (introduction period, growth period, maturity period, dormancy period, and loss period). 2. Four levers for user motivation When operators are motivating users, there are four basic levers: benefits, honor, emotion, and security. These incentives increase the material and psychological costs for users to leave the platform, thereby ensuring a stable retention rate .
3. Data analysis system based on user life cycle Data analysis system based on user life cycle Key indicators corresponding to each stage of the user life cycle: 4. Decompose the key points of user life cycle operation strategy through formula decomposition 1) User Lifetime Value (LTV) Decomposition Customer Lifetime Value (LTV) = (a customer's monthly investment frequency, average order value, gross profit margin) * (1/monthly churn rate) =Number of investments during the user's life cycle , average order value, gross profit margin Based on the above formula analysis, the points where operations need to focus are:
2) Value Judgment Can the user lifetime value (LTV) be greater than [single user acquisition cost (CAC) + single user operating cost (COC)]?
3) Return on Investment (ROI) Breakdown Return on investment (ROI) = conversion rate * average revenue per user ( AR PU) / (CAC + COC) Based on the above formula analysis, the points where operations need to focus are: Tracking return on investment (ROI) throughout the entire process Don’t simply look at the conversion rate from download to transaction or from registration to transaction. Instead, consider the conversion rate as a large indicator of results. Break it down according to the user’s key operation process (combined with the data analysis system based on the user life cycle mentioned above). If the conversion rate of a link is low, focus on improving the conversion rate of this link:
Reduce customer acquisition costs and operating costs In addition to the explanation in the "gross profit margin" section above, another very important point in reducing these two parts of costs is to continuously ensure and improve user retention rate. Let's take a simple example:
Note: 1) ROI = sales amount / investment amount Sales amount = UV conversion rate ARPU Investment amount = UV*[CAC + COC] 2) According to traditional business experience data, the cost of acquiring a new user is 5 times the cost of maintaining an old user. The user life cycle is usually divided into five stages: introduction, growth, maturity, dormancy, and churn. By refining the characteristics of each period, these five time periods can be divided into three operating intervals:
It is important to note that once a user enters the app, they may not necessarily complete a full cycle, but may leave at any stage. During the operation process, it is necessary to always pay attention to ROI to ensure the necessity and effectiveness of operational activities. After the operation is completed, it is necessary to review it in a timely manner to check the gap between the final result and the expected target, the final ratio of input and output, and the changes in data before and after the operation. Improve the sustainability of operational quality through review. User life cycle diagram 2. Introduction period 1) Operational goal: customer acquisition During the introduction phase, the main goal of the operation is to guide users to download the application and complete registration. 2) Operational strategy: accurate positioning and channel exploration Through SEM , SEO , CPS, ASO , exchange , points wall and some offline channels, find and discover target users , introduce users into the system and induce usage, so as to achieve the goals of this stage. The quality and matching degree of the channels that ultimately bring in users will determine the users’ effective conversion rate and retention rate. Four quadrants of channel quality analysis
Applicable to: those with sufficient budget and wide channel coverage. Core means: creating momentum. Improve traffic conversion through precise delivery; improve brand communication through full traffic delivery. In terms of promotion strategy , from operating its own Weibo and WeChat platforms, to social marketing strategies (cooperating with Luoji Siwei on community marketing , Ice Bucket Challenge, etc.), super promoter program, Spring Festival red envelopes, Toutiao mobile marketing advertising, offline advertising , etc., we are introducing financial management users in all aspects. Lufax-Super Promoter Program
Applicable to: low budget and small channel coverage. Core means: taking advantage of the situation. When budget is insufficient, creativity can make up for it. Seizing festivals and following hot spots are conventional strategies. Take Ping An One Wallet’s 1024 Programmer Financial Management Festival as an example. The way to play this activity is: users can complete a series of questions for programmers through the login page, and then they can purchase exclusive financial products with an annualized rate of return of up to 10.24%. Ping An One Wallet-1024 Programmer Financial Management Festival In the planned plan, the event promotion channels include online and offline parts:
Through a combination of online and offline promotion, programmers are accurately introduced to the collection page of this event to achieve the customer acquisition goal. In the subsequent actual operation process, due to various reasons, the promotion test could not be fully launched, but it still achieved good traffic-generating effects. 3) Transition to the growth stage – providing rewards to induce usage After the user enters the application, they are usually induced to take the next step by giving them trial money/coupons/phone bills when they register. Case: 360 Your Wealth’s exclusive gift package for new investors Under the guidance of operational KPIs, basically all major platforms have their own set of methods for converting new users. Here we take 360 Your Wealth as an example. Youcaifu provides the following gift packages for novice users (non-investment users): 360 Your Wealth-Exclusive Gift Package for New Investors 3. Growth stage 1) Operational goal: appreciation During the growth stage, the main goal of operations is to promote user transactions and at the same time cultivate habits and dependence on the platform. 2) Operational strategy: improving activity and promoting transactions Improve user activity, increase the proportion of time users spend on the product, and encourage users to become deep users. By giving out coupons upon logging in (exchanged for accumulated points)/gifting coupons upon card binding/gifting phone bills, we encourage users to make in-depth use of the service. At the same time, we stimulate users to use their real names and bind their cards, thereby increasing the base of transaction conversion rates. Case: Ping An One Wallet Sign in to Receive Points
Judging from the effectiveness of the event, it has boosted the activity of new users and brought new trading users to the platform's mall. Ping An One Wallet - Sign in to get points Continue to stimulate user demand, and at the same time provide corresponding products and services in a targeted manner to help users complete the transformation from users to customers. From the perspective of operation mode, the commonly used ones are probably the following: WeBank-Invest to Increase Luck 4. Maturity 1) Operational goal: repurchase + dissemination In the mature stage, the main goal of operations is to increase customer repurchase rate (the same product or other new products) and induce users to spread the platform's products and services. 2) Operational strategy - cross marketing, encouraging dissemination According to the "magic number" theory of user growth , when a new user uses a certain function within a certain period of time and at a certain frequency, the probability of the user remaining on the platform will be maximized, and the user will become a loyal user. For example, if a user follows 30 friends on Twitter within 30 days, the retention rate and activity will increase significantly. This is also the reason why platforms such as Weibo and Xiaohongshu will recommend a screen of people that the user may be interested in after the user completes registration. Specifically in the field of online transactions, experience shows that if a user completes more than 10 to 12 transactions on an e-commerce platform and more than 5 to 6 transactions on an Internet financial platform, the user's retention rate and loyalty to the platform will be significantly improved (there are great differences between each platform, and the appropriate magic number must be extracted from the data of the platform). The main way to guide users to complete these transactions is "product classification and diversion + operational means to promote". Based on the existing product categories of the platform, various operational means are used to encourage users to complete multiple reinvestments, circulate between multiple products, and ultimately configure multiple types of products. The following is an explanation based on the product form of Ping An One Wallet: Note:
There are two relatively simple and intuitive methods for product traffic diversion and cross-selling. Here we take the Alipay APP as an example:
Alipay-Display equity funds on the Yu'ebao interface Alipay - Offline QR code scanning payment transaction result page diversion Let's take a complete example and see how to use the above strategy in the user's full process operation:
The above example is a bit simplistic, but for the operation of Internet finance, under the guidance of operational goals, it is necessary for everyone to identify the key operation nodes of users, and combine them with the guidance of operational strategies to encourage users to complete the expected operations. This process is also the process of enhancing the value of users on this platform. User value enhancement process There are many ways that Internet finance platforms encourage users to spread information, but in the final analysis, there are only two major categories, based on whether the sharer conducts a transaction. The first category: a three-level distribution system; the second category: a commission based on a fixed percentage of investment.
The basic logic is that users who invite new users can not only receive rewards, but also continue to receive a share of the bonuses if they invite other new users to the platform. Jiedaibao -three-level distribution system Take Jiedaibao around June last year as an example:
Why is there three levels of distribution instead of more levels? The main consideration is to avoid suspicion of pyramid schemes. Therefore, major Internet finance platforms will control the distribution level. It can also be seen here that, in addition to the 20 yuan cash reward that the user receives when joining Jiedaibao, simply acquiring a new real-name authenticated user requires a customer acquisition cost of 50 yuan. If various subsidies such as subsequent tiered vouchers are added, the acquisition cost of a single user is at least more than 500 yuan. In addition, WeChat later implemented stricter control and crackdown on behaviors that induce users to share, and most Internet finance platforms will control nodes within the secondary range from A to B.
The basic purpose of this model is to promote the dual purpose of new user acquisition and transaction scale through rebates. When the invited user makes an investment, the inviter can receive a reward in the form of cash or investment income. YiWallet-Renxing Financial Management Rules Page Yi Wallet - Renxing Financial Product Interface Take the previous Yi Wallet Renxing Finance as an example:
5. Dormant period 1) Operational goal: improving retention During the dormant period, what we need to do is to retain users and increase their enthusiasm for the product through various interest incentives, improving platform services and product configurations, etc. 2) Operational strategy: decline warning, awakening users User decline warning analysis Analysis Notes:
Based on the above standards, the expected lost users can be analyzed and early warnings can be issued. For this group of users, certain operational measures need to be taken to prevent them from actually entering a dormant period. A typical example is: telecom operators will send text messages to users whose packages have expired, informing them of new packages, etc. When users enter a dormant period, you can also wake them up through PUSH/SMS reminders of coupons (for new products), birthday coupons, etc., reminding them of good products and reawakening their desire to use. Case: Sina Micro Wealth - Interest rate hike SMS wakes up users Sina Micro Wealth-Interest rate hike SMS wakes up users 6. Churn period 1) Operational goal: Recalling users For users who have already lost, they need to be repositioned to better recall them. 2) Operational strategy: repositioning and stimulating through various means When users leave , we need to analyze the reasons behind it: Can the platform products meet user needs? Or have user needs changed? Or is the overall market environment not good? For users who have already lost, we can understand them through questionnaires and experience analysis. Loss is undoubtedly normal, but the summary and analysis after the loss can give us a more objective and comprehensive perspective on users, reposition users, find the fit between product design and operation strategy and target users, and thus gain stronger survival ability in rounds of trials and tribulations. Classification and cause analysis of lost users As I mentioned in previous articles, users can churn at any point in their life cycle. We need to analyze the specific reasons for loss of users at different growth stages in order to formulate reasonable operation strategies to stimulate user retention and activity.
Lost user structure diagram To summarize, from the structure of lost users, there are three categories:
Here, we focus on the loss of some growing users and all mature users who have already conducted transactions on the platform, and design corresponding recall incentive measures. For customers in the churn period, although there are many ways to recall them, the ones that are relatively effective are generally based on simple interest incentives. Case: Wind Financial Management - not tempting users with specific products, but simply giving out red envelopes Wande Financial Management-128 yuan financial red envelope 7. Summary When users are in different periods, user value will change accordingly. Therefore, corresponding operational goals and strategies need to be designed for different periods. There are various means of operation. Most of the examples given in this article are based on "interest incentive" cases, which are costly and have obvious effects, including giving experience money, coupons, phone bills, sharing and income, etc. In addition, operational methods also include push, content operation , community operation and other methods, which are equally important in operations. The above are just general solutions for the life cycle management of Internet finance users. If you are not working on a large platform like BAT J, Ping An, or 360, and you are not an experienced operator, the following questions are worth thinking about:
This may be because you watch too much and use your hands and brain too little. At this time, you need to forget all the articles, pick up your phone and use your own product repeatedly until you feel like vomiting; make a few investments in major competitors, and experience the advantages and disadvantages of their products and operations throughout the entire process; go to forums, QQ groups and WeChat groups that users often visit, as well as communities where freeloaders gather to see what your target users and enemies are thinking.
Small platforms should not try to pretend that they have a strong background. Instead, they can gain the trust of users by honestly admitting their shortcomings. For example, there are many counterfeit products on Taobao, and users are well aware of this, but it can still attract target users. For a period of time, there were more than 60 P2P platforms with "XX Institute" in their names. Will users really trust you more because of this name?
The platform I am on has gone through this stage from 0 to 1, and I have my own experience. What about you?
If you have a data analysis team, you can sort out the requirements yourself and then seek support from the BI team. If you don’t have a data analysis team, start learning from EXCEL. If you really want to do something well, skills will never be a bottleneck.
In fact, the magic number itself is not important. What is more important is that it can unify the understanding of all parties and allow operations, products, and development parties to work together under the same big goal. Note: 1. The formula LTV/(CAC+COC)=3 is adapted from the LTV/CAC=3 in Chapter 42 of the official account . From Daoshu’s perspective, both the cost of acquiring a single user (CAC) and the cost of operating a single user (COC) should be considered in a unified cost structure. Source: Daoshiwu (ID:daoshiwubiji) |
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