In the information flow advertising industry, who is responsible for the advertising effect? The first thing that comes to mind is definitely the optimizer! Because they are the most direct operators of advertising, the advertising effects produced by optimizers of different levels are also very different. The difference in the level of optimizers is reflected in the methods and approaches they use in their daily advertising work. These daily tasks basically involve setting up accounts, making plans, thinking of materials, reviewing ideas, monitoring data, adjusting strategies, making reports, etc. They are complicated and a bit boring. 1. Daily work of information flow advertising optimizerOnly information flow advertising optimizers know how hard their lives are! Many newbies who want to enter the industry, or other positions in the information flow advertising industry, are actually quite curious about how these optimizers work every day: -> View dataThe first thing I do when I get to work every day is to look at the data to see the consumption on the previous day, the conversion volume, whether the cost is normal, and whether the budget and balance are sufficient. Let’s take a look at how far today’s data is from achieving the KPI… Some optimizers may take out their mobile phones or computers to check the data as soon as they wake up, as if they are anxious to see how much money they have earned today... Every day is full of hope or disappointment. -> Daily NewsEvery morning or every evening, you need to download the delivery data and organize it into a daily report, which should also analyze the delivery situation and the next delivery strategy adjustment plan. If you are a Party A optimizer, you should report to your leader; if you are a Party B optimizer or a media direct optimizer, you should report to Party A. Sometimes when a project is being established, a project requires a large investment, or a project encounters difficult problems, meetings and communications between Party A and Party B or across departments are required. -> New ArrivalsIn order to ensure the scale and effectiveness of the delivery, it is generally necessary to set up multiple accounts, and new plans and new materials must be continuously updated every day. Some companies also evaluate the number of new plans that optimizers submit every day. However, creating new material does not mean that it can be released. It still needs to be submitted to the platform for review, and then it can be released only after the review is passed. The review process is sometimes fast and sometimes slow. If the review is rejected, you have to revise it again and submit it for review again, which may take a whole day to complete. Therefore, it usually has to be reviewed one or two days before the release to ensure that there is material available on the day of release. -> Monitor accountCheck whether the cost can be further reduced and the volume can be further increased, and always pay attention to whether the data is abnormal (such as a sudden drop in volume or a sudden increase in cost). Previously, two group members shared their account rollover situations: one group member took a nap on Sunday afternoon, and when he woke up, he found that a new test plan built with new materials in his account had exceeded the cost. He quickly paused it after discovering it, but the volume had already exceeded the cost (please imagine the consequences yourself)... Another group member went out for dinner on the evening of the Lantern Festival and found out that his plan to increase volume had been suspended for two hours after the second review. He quickly contacted the media contact person to find out the specific reasons for the review and had it re-submitted. -> Adjust accountIt’s nothing more than changing the bid, budget, targeting or material, and then waiting to see if the data shows any signs of improvement. It should be noted that the adjustment does not take effect immediately. There is a certain delay in platform data synchronization and it takes time to adjust the algorithm. Therefore, the frequency of changes should not be too high, and the number of changes should not be too many. Of course, the frequency and number of changes are not absolute. A friend from a heavy gaming company shared his experience in advertising. Sometimes he would adjust the bid, budget and targeting frequently, but he found that the ROI adjusted according to his own methods was generally good. I discussed the reasons with him, and it was mainly because his adjustments were generally to adjust the consumption speed rather than the cost. In other words, his adjustments were to expand on the original algorithm model's exploration of the population. For many optimizers who lower bids and adjust targeting, they need to see how big the intersection is between the population after the adjustment and the previous population. If the intersection is too small, it will cause great damage to the algorithm model, which is also the reason why the plan is easily ruined. -> Off workOn the surface, the optimizer went home after get off work, but in reality he changed his work location and still needed to monitor the account after returning home... Because the traffic pool and bidding market of information flow advertising are constantly changing dynamically, you may not be able to take a second to pay attention to them. Sometimes when a new product is launched, you may have to work all night. This is probably something that the SEM optimizer circle cannot imagine. I saw a recruitment information for an SEM optimizer in the group before, which described that "the working hours are 7.5 hours, and there is basically no overtime." It can be seen that SEM advertising is still relatively stable. The information flow advertising optimizers in the industry group were only envious and said they all wanted to have such a job. Of course, the salary of information flow optimizers is also enviable for SEMers. There are pros and cons! Basically, the daily work of information flow advertising optimizers is a repetitive cycle. Most optimizers make a living by increasing volume every day. When 0 o'clock comes, it is a new beginning. The fact that there was no volume yesterday does not mean that there will be no volume today, and the fact that there was volume yesterday does not mean that there will be volume today. Please note that this "amount" refers to the amount within an acceptable cost range. 2. Does increasing advertising volume really depend on piling up accounts and plans?From the moment of setting up an account, information flow advertising optimizers have to worry about increasing the volume. I don’t know when it started, but piling up accounts and plans seems to have become the universal “volume-raising symbol” in the information flow advertising industry. The following are two common operations for information flow advertising optimizers to increase volume: -> What if the quantity is not enough? Stack accounts + stack plans! Because the traffic distribution of the advertising platform has a certain degree of randomness (when everyone's ecpm is the same), if you use different plans, you might be able to get some "luck" back. From a probability perspective, there should be one or two plans that can achieve explosive growth. -> What should I do if the amount is too little? Copy old plans + copy old materials! In addition to seeing if there is anything that can be done to remedy the situation when the volume is reduced, the most convenient way is to quickly copy the old plans and materials that had good volume before. If this account goes out of business, then change to another account, move the plan there and start over again. The phenomenon of piling up accounts and plans is most obvious in industries such as gaming, e-commerce, and online services. From my communication with the top advertisers in these industries and the actual results of their delivery, I can see that piling up accounts and plans in large numbers is feasible. Some of them are on Bytedance, some are on Tencent Advertising, or other platforms, even if they are different accounts opened by the same entity (same business license). However, this method has a major premise, which is that the optimizer must control the bid, budget, targeting and creativity, etc., to ensure that the traffic between accounts/plans does not affect or the impact is not too large, otherwise they will be competing for traffic. Therefore, it is beneficial to open multiple accounts and create multiple plans for advertising. Of course, there are some advertisers who are not suitable for stacking accounts and plans, especially those with high conversion costs or relatively narrow target audiences:
Each type of advertisement needs to selectively control the number of accounts and plans based on actual conditions. Stack accounts and plans scientifically within a reasonable range, rather than blindly and without section. 3. How to “stack accounts and stack plans” scientifically?In fact, it can be seen from the official suggestions of the media platforms that it is necessary to have multiple accounts and multiple plans appropriately. The following are the daily new suggestions for game owners from the ByteDance Engine and Tencent Advertising Platform: 【Big Engine】
【Tencent Advertising】
In fact, the current situation of the entire information flow advertising industry is that many advertisers or optimizers only see that others have increased their sales by stacking accounts and plans, but they do not know the specific operational details. They "copied the same thing" and found that the effect was not that obvious. For example, one account could invest 100,000 yuan, and they expected to invest 1 million yuan by setting up 10 accounts. In the end, the total investment in each account was still only 100,000 yuan or more. The more the scale did not change, the more he kept piling up accounts and plans, hoping to find a way out. This is a kind of blind stacking. Especially with the support of advertisers/agents’ self-built or third-party advertising efficiency improvement tools, batch creation of new plans has become increasingly convenient, so the scale of plans has increased dramatically. For media advertising platforms, piling up accounts and plans will also generate a large amount of junk data, which will cause certain troubles for data processing and algorithm models. Therefore, Bytedance and Tencent Advertising have successively launched some policies for the advertising MKT API:
In fact, multiple accounts and multiple plans are mainly used to serve multiple delivery strategies, and optimizers can use them to conduct AB testing to compare data. However, most optimizers like to build repetitive systems, which are illogical and messy. It is impossible to analyze the data well, which is also a big problem for account and plan management. Scientific pile accounts and pile plans should be "differentiated"! At least there should be differentiation in materials, creative titles, targeting, and media selection. However, how many identical plans can be in an account, or how many plans the same material can be placed in, depends on how flexibly you can handle it based on the actual running results (collision probability results) and creative diversity. The replication plan also needs to be scientific, and you can't just copy it randomly. What are the characteristics of a program that is worth copying? At least those that have passed the cold start learning period (with more than 20 conversions) and have seen a significant increase in consumption and cost advantages in the first few days after the new plan is launched. Of course, you can also use one-click inheritance to reuse the model data of the high-quality old plan delivery phase to reduce the cold start learning cost of the advertising platform. Scientific pile accounts and pile plans should also be "structured"! In the early stage, think clearly about the delivery strategy to be determined and the different influencing factors to be tested. Plan them first, then determine how many accounts to divide, how many plans to create, and how to set up the planning strategy. If there are no chapters, when there is a problem with advertising delivery and you need to locate it, you can't remember which plan used which targeting or what creativity, so you have to check the positioning one by one. The conventional structure uses classification dimensions such as product, targeting, ad space, creative material, and promotion goals, which can be combined with one or more. The naming rules should also be configured accordingly to facilitate account monitoring process analysis and data retrieval. The account and plan building categories for different industries, different products, and different optimizers are also different, and the naming rules should be configured accordingly.
I believe that many optimizers are often not confident in their own operations:
It can be seen that it is necessary to build accounts and plans in a structured manner. After the structure is determined, it can save a lot of time. At the same time, it is convenient to clearly compare the effects when looking at the data, and to discover and quickly find the plans that need to be adjusted in time. Optimizers basically understand these principles, but not many of them can actually put them into practice. They tend to just do whatever they think of. Scientific investment needs to start with developing good habits of building accounts and plans. 4. How to scientifically “manage” multiple accounts and multiple plans?When there are multiple accounts and multiple plans running, some of which even span multiple advertising platforms, how should optimizers elegantly handle multi-threading and multi-processing? Advertising efficiency improvement tools are very popular in the industry. Some are built internally by advertisers or agencies, while those without a technical team will use external third-party tools (Chuangliang, Reyun, Mailiang Xiaofeiji, Youmi, Jiuzhilan, etc.). Appropriate advertising tools are helpful for managing multiple accounts and plans. In addition, some tools also have APP or mini-program versions. It is a great blessing for optimizers to be able to view data anytime and anywhere, so they don’t have to hold a computer all the time. Despite this, when using third-party delivery tools, you still cannot avoid the need to log in to the direct delivery interface such as the Massive Engine backend and Tencent Advertising backend to operate and compare data. After all, the data and functional interfaces of the MKT API are sometimes not very stable (for content about the MKT API, please refer to the previous article "Let's talk about the MKT API and RTA of the advertising platform from the shallow to the deep"). Therefore, when managing multiple accounts, optimizers, optimizer supervisors or project managers need to open multiple browsers to view multiple accounts, which is still very difficult to manage. To address this demand pain point, the industry has developed some browser plug-ins (Youmi Advertising Manager plug-in) and client operating platforms (Buying Volume Airplane) to solve this problem. Most of these third-party tools on the market are charged for enterprise versions, so some optimizers may not be able to use them. There are probably three types of optimizers who read my article:
With the help of advertising efficiency improvement tools, the management of multiple accounts and multiple plans is relatively less difficult and messy than before. It is recommended that optimizers must use advertising efficiency improvement tools scientifically. Remember that it is not used to create repetitive plans in batches, but should be used to assist in better building and managing differentiated and structured accounts and plans. These tools are more about empowering optimizers, saving optimizers’ time on repetitive tasks so that they can do more refined work, including designing delivery strategies, thinking about creative copy, and analyzing data. If you encounter various metaphysical problems during the advertising process, you can also refer to the previous article "Scientific Analysis of the Metaphysics of Bytedance and Tencent Advertising". SummarizeBefore summarizing, let me share a complaint from an optimizer: "When salesmen from a certain large company came to the company to discuss business, the performance of several accounts was surprisingly good, especially when they came to sign the framework, the volume exploded, but after they left, the performance dropped. Is there any direct reason?" This complaint is quite interesting, and I like to watch the fun, so I posted this to the industry group and @ed an algorithm designer from the factory, hoping to create a spiritual collision between the front-line "optimizers" and the back-end "production and research personnel."
The phenomena mentioned above are all attributed to certain operations performed by personnel from large companies, except that one company was criticized for rapidly decreasing volume, while the other was thanked for rapidly increasing volume (I think to some extent it was the visit of algorithm personnel that gave advertisers a certain amount of confidence and belief). Under the education of the algorithm personnel, the optimizers in the group had basically nothing to refute, and they all expressed their agreement with the statements of these algorithm personnel, believing that these were indeed "metaphysics" from the perspective of optimizers, and that their analysis of traffic changes was not scientific enough, but was attributed to some direct appearances. This mental collision ended with the algorithm personnel crushing the optimizer personnel, and the algorithm personnel won! (To be honest, I have absolutely no intention of favoring research and development, haha~) Therefore, please experience for yourself the causal relationship between piling up accounts, piling up plans and increasing volume. After all, there are many optimizers who rely on one or two plans to support 80% of the advertising budget... Author: Advertising Practitioners Study Room Source: Advertising Practitioners Study Room |
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