WO2019080424A1 - Customer migration method and system, computer device and storage medium - Google Patents
Customer migration method and system, computer device and storage mediumInfo
- Publication number
- WO2019080424A1 WO2019080424A1 PCT/CN2018/077388 CN2018077388W WO2019080424A1 WO 2019080424 A1 WO2019080424 A1 WO 2019080424A1 CN 2018077388 W CN2018077388 W CN 2018077388W WO 2019080424 A1 WO2019080424 A1 WO 2019080424A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- push
- client
- customer
- target
- migrated group
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Ceased
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/535—Tracking the activity of the user
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/54—Presence management, e.g. monitoring or registration for receipt of user log-on information, or the connection status of the users
Definitions
- the present application relates to the field of customer management technologies, and in particular, to a customer migration method, system, computer equipment, and storage medium.
- the purpose of the present application is to provide a customer migration method, system, computer equipment and storage medium for solving the problems existing in the prior art.
- the present application provides a method for customer migration, including the following steps:
- Step 01 screening out a customer who does not use the target application as a target customer
- Step 02 Add at least one label to the basic information and/or behavior characteristics of the target client;
- Step 03 Filter the first to-be-migrated group from the target client according to the label
- Step 04 Match the first to-be-migrated group with the first pushing mode
- Step 05 Push the target application to the first to-be-migrated group according to the first pushing manner
- Step 06 Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group;
- Step 07 Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode
- Step 08 Push the target application to the second to-be-migrated group according to the second pushing manner.
- the present application also provides a customer migration system, which includes:
- a target customer screening module which is suitable for screening customers who do not use the target application as a target customer
- a tag adding module configured to add at least one tag to the basic information and/or behavior characteristics of the target client
- the first to-be-migrated group screening module is adapted to screen the first to-be-migrated group from the target client according to the tag;
- the second to-be-migrated group screening module is configured to determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group. ;
- a push mode matching module configured to match the first push mode according to the first to-be-migrated group, and to match the second push mode that is different from the first push mode to the second to-be-migrated group;
- a target application pushing module configured to push the target application to the first to-be-migrated group according to the first pushing manner, and push the target application to the second to-be-migrated group according to the second pushing manner .
- the present application also provides a computer device including a memory, a processor, and a computer program stored on the memory and operable on the processor, the processor implementing the program to implement the following method of the customer migration method step:
- Step 01 screening out a customer who does not use the target application as a target customer
- Step 02 Add at least one label to the basic information and/or behavior characteristics of the target client;
- Step 03 Filter the first to-be-migrated group from the target client according to the label
- Step 04 Match the first to-be-migrated group with the first pushing mode
- Step 05 Push the target application to the first to-be-migrated group according to the first pushing manner
- Step 06 Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group;
- Step 07 Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode
- Step 08 Push the target application to the second to-be-migrated group according to the second pushing manner.
- the present application also provides a computer readable storage medium having stored thereon a computer program that, when executed by a processor, implements the following steps of a client migration method:
- Step 01 screening out a customer who does not use the target application as a target customer
- Step 02 Add at least one label to the basic information and/or behavior characteristics of the target client;
- Step 03 Filter the first to-be-migrated group from the target client according to the label
- Step 04 Match the first to-be-migrated group with the first pushing mode
- Step 05 Push the target application to the first to-be-migrated group according to the first pushing manner
- Step 06 Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group;
- Step 07 Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode
- Step 08 Push the target application to the second to-be-migrated group according to the second pushing manner.
- the customer migration method, system, computer equipment and storage medium provided by the application by labeling the basic information and behavior characteristics of the target customer, the target application performs the first push mode on the selected target customers with the common label.
- One push if some customers do not use the target application for a period of time, that is, the migration is not completed, it is considered that there is an inappropriateity in the push method of the first push, and then the customer behavior characteristics are further analyzed to further A second push is applied to the second push to improve the customer's migration success rate.
- Embodiment 1 is a flow chart of Embodiment 1 of a customer migration method of the present application
- FIG. 2 is a schematic diagram of a program module of Embodiment 1 of a customer migration system of the present application
- Embodiment 1 of the customer migration system of the present application
- FIG. 4 is a flowchart of Embodiment 2 of the client migration method of the present application.
- the client migration methods, systems, computer equipment, and storage media provided by the present application are suitable for allowing a customer to migrate from one application to another, expecting the customer to use the application, or allowing the customer to migrate from offline to online applications.
- the target application pushes the target customer with the common label by the first push method for the first time, and if some customers are not present for a certain period of time, If the target application is used, that is, the migration is not completed, it is considered that there is an inappropriateity in the push method of the first push, and then the customer behavior characteristics are further analyzed, and the second push is performed in a more appropriate second push manner to improve Customer migration success rate.
- a customer migration method of this embodiment includes the following steps:
- step 01 the customer who does not use the target application is selected as the target customer.
- all the customers and their information of the business company should be pre-stored in the system.
- the business-related operations of these customers can be through the application methods of smart devices, SMS, telephone, offline and other common methods. If the business company wants all customers to use the latest application, the target application, different marketing strategies should be adopted for different customers who often use the old application, often use SMS, frequently use the phone, and conduct business under the normal line. To help customers migrate to target applications based on different customer habits, and improve migration success rate.
- a customer who migrates through the smart device often uses the old application.
- the customer is selected in the system to meet all the requirements, and the target customer group is established as the target customer.
- step 02 at least one tag is added to the basic information and/or behavior characteristics of the target customer.
- the basic information label may be added according to the pre-stored basic information of the customer, and the behavior characteristic label is added according to the collected behavior characteristics of the customer, and at least one basic information label and at least one behavior characteristic label constitute the multi-dimensional label of the customer.
- the basic information of the target customer includes age, gender, region, education level, income, etc.
- the behavior characteristics include the type of business used, the business validity period, the customer source, the operating frequency, and the operation time.
- the age labels added to the customer's basic information include, for example, 18-25 years old, 26-35 years old, 36-45 years old, 46-50 years old, 51 years old and above.
- the gender labels include male and female, and the regional labels include, for example, Beijing and Shanghai. , Guangdong, etc.
- cultural level labels include, for example, elementary school, junior high school, high school, undergraduate, master's degree, doctoral degree, and so on.
- the income label includes, for example, 0-3 million, 30,000-50,000, 50,000-100,000, 100,000-200,000- 300,000, 300,000-500,000-500-100,000 or more.
- the business type labels added to the customer's behavioral characteristics include, for example, the property insurance business, life insurance business, medical business, comprehensive business (financial business), etc.
- the business validity period label includes, for example, one month before the effective one, and within 1-6 months.
- customer source labels include, for example, pure orphans, referrals, active consultation, etc.
- Operating frequency labels include, for example, more than once a day, more than once a week, more than once a month, and quarterly. More than one time, the operation time label includes, for example, 6:00-9:00, 9:00-12:00, 12:00-17:00, 17:00-20:00, 20:00-0:00, 0: 00-6:00.
- Step 03 Filter the first to-be-migrated group from the target client according to the label.
- the step of screening the target customer includes presetting the same customer type with at least one common label, and filtering out the target customer as the first category as the first to-be-migrated group. For example, a label with a label of 26-35 years old, an undergraduate label, a comprehensive gold business, and a 20:00-0:00 will be used as a screening condition. The customer who has these labels at the same time is a “young white-collar worker” and will filter.
- the first customer to be migrated as the first to-be-migrated group, the first push mode matching the first to-be-migrated group in step 04 may be the preset “week WeChat push”, because the multi-dimensional tags can preliminarily judge these Customers with higher academic qualifications, a certain economic foundation, and more frequent use of mobile phones in the evening, it is easier to get the response of these customers through such a first push method, and improve the success rate of migration.
- all target customers are selected into multiple migration groups, each target customer is divided into one and only one group, and subsequent steps include different push modes according to the matching of the to-be-migrated groups. Push separately.
- Step 04 Match the first push mode to the first to-be-migrated group.
- the push mode and the target client type represented by different tags are preset to one-to-one correspondence, that is to say, the system first presets a plurality of target client types represented by different common tags and one-to-one correspondence of different push modes.
- the relationship, the target customer type represented by the first to-be-migrated group selected according to the previous step is matched to the corresponding first push mode.
- "Week WeChat Push" is the first push method.
- the push mode includes WeChat push, SMS push, phone recommendation, home recommendation, and the like.
- Step 05 Push the target application to the first to-be-migrated group according to the first pushing manner.
- the target application is pushed to the target customer by way of WeChat push at 21:00 in the evening of the day.
- the way WeChat can be pushed can be public number push, etc.
- the target application pushed through steps 01 to 05 may be installed and used by only some customers, and another part of the customer does not respond to the push and install and use the target application, that is, the customer migration is not completed, then it may be judged that the first push method may not be suitable. These customers, through the following steps 06 to 08, get a new push method for the second push to improve the customer migration rate.
- Step 06 Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group.
- This step includes obtaining the second to-be-migrated group by using the client to install the target application and using the target application. If the client installs and uses the target application, the customer is considered to have completed the customer migration; The customer installs the target application, but if it is not used within the preset time, it can remind the customer to use the second push, and can push the application introduction and usage skills; some customers do not install the target application, or If the push is not clicked, the customer is directly placed in the second to-be-migrated group.
- the preset time can be set according to actual needs, such as 3 days, 1 week, 1 month, and the like.
- Step 07 Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode.
- This step can be analyzed according to the customer behavior of the second migration group, and the unfinished migration of these customers is due to the possibility that the push time is not suitable in the first push mode, the possibility that the push mode is inappropriate, and the push speech is inappropriate.
- the possibility of the push, the push time, the push mode, the push voice, and the like are used as the second push mode. For example, after pushing the above method by "WeChat push at 21:00 in the evening of the day", some customers did not open the push in the evening until the next morning, but jumped to the installation interface. After the installation is not completed, you can judge that the push time is inappropriate, adjust to other free time that the customer may push, such as at noon or after work; if some customers do not push the push within 3 days, you can judge the push mode. / Channel is not appropriate, adjust other push methods / channels.
- the step is preferably analyzed according to the customer behavior after the first push mode is executed, which can more accurately grasp the response of the customer to the first push mode, and more accurately analyze the specific reason why the client does not complete the migration.
- Step 08 Push the target application to the second to-be-migrated group according to the second pushing manner.
- the target application can be pushed again after adjusting the push time, the push mode/channel, and the push message.
- the customer migration system 10 can be divided into one or more program modules, and one or more program modules are stored in a storage medium, and Executed by one or more processors to complete the application and to implement the client migration method described above.
- a program module as referred to in this application refers to a series of computer program instructions that are capable of performing a particular function, and are more suitable than the program itself to describe the execution of the client migration system 10 in a storage medium. The following description will specifically describe the functions of each program module of this embodiment:
- the target customer screening module 11 is adapted to filter out customers who do not use the target application as target customers.
- the target customer screening module 11 first screens out all the customers who meet this condition in the system, and establishes the target customer group as the target customer.
- the tag adding module 12 is adapted to add at least one tag to the basic information and/or behavior characteristics of the target client.
- the tag adding module 12 adds a basic information tag according to the pre-stored basic information of the client, and adds a behavior feature tag according to the collected behavior characteristics of the client, and the at least one basic information tag and the at least one behavior feature tag constitute a multi-dimensional tag of the client.
- the basic information of the target customer includes age, gender, region, education level, income, etc.
- the behavior characteristics include the type of business used, the business validity period, the customer source, the operating frequency, and the operation time.
- the first to-be-migrated group screening module 13 is adapted to filter the first to-be-migrated group from the target client according to the tag.
- the first to-be-migrated group screening module 13 selects the same customer type according to the preset at least one common label, and selects the target customer as the first type to be the first to-be-migrated group.
- the second to-be-migrated group screening module 14 is configured to determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group.
- the second to-be-migrated group screening module 14 obtains the second to-be-migrated group by using the case where the client installs the target application and the case of using the target application, and if the client installs and uses the target application, the customer is considered Customer migration has been completed; some customers have installed the target application, but if they are not used within the preset time, they can use the second push to remind the customer to use, and can push the application's introduction and usage skills; some customers have not If the target application is installed, or if the push is not clicked, the customer is placed directly in the second migration group.
- the push mode matching module 15 is adapted to match the first push mode according to the first to-be-migrated group, and to match the second push mode of the first push mode to the second to-be-migrated group.
- the system first presets a plurality of one-to-one correspondence between target customer types represented by different common tags and different push modes, and the push mode matching module 15 is configured according to the first to-be-migrated group screening module 13 or the second to-be-migrated group.
- the target customer type represented by the first to-be-migrated group or the second to-be-migrated group that is selected by the screening module 14 matches the corresponding first push mode.
- the target application pushing module 16 is adapted to push the target application to the first to-be-migrated group according to the first pushing manner, and push the target application to the second to-be-migrated group according to the second pushing manner.
- the target application push module 16 pushes the push channel according to the predetermined push time, push the call, and pushes through the push channel such as WeChat push, SMS push, phone recommendation, and home recommendation.
- the embodiment further provides a computer device, such as a smart phone, a tablet computer, a notebook computer, a desktop computer, a rack server, a blade server, a tower server or a rack server (including a stand-alone server, or A server cluster consisting of multiple servers).
- the computer device 20 of this embodiment includes at least but not limited to: a memory 21 and a processor 22 communicably connected to each other through a system bus, as shown in FIG. It is noted that FIG. 3 shows only computer device 20 having components 21-22, but it should be understood that not all illustrated components may be implemented and that more or fewer components may be implemented instead.
- the memory 21 (ie, the readable storage medium) includes a flash memory, a hard disk, a multimedia card, a card type memory (for example, an SD or DX memory, etc.), a random access memory (RAM), a static random access memory (SRAM), Read only memory (ROM), electrically erasable programmable read only memory (EEPROM), programmable read only memory (PROM), magnetic memory, magnetic disk, optical disk, and the like.
- memory 21 may be an internal storage unit of computer device 20, such as a hard disk or memory of computer device 20.
- the memory 21 may also be an external storage device of the computer device 20, such as a plug-in hard disk equipped on the computer device 20, a smart memory card (SMC), and a secure digital (Secure Digital, SD) card, flash card, etc.
- the memory 21 can also include both internal storage units of the computer device 20 as well as external storage devices thereof.
- the memory 21 is generally used to store an operating system installed in the computer device 20 and various types of application software, such as the program code of the customer migration system 10 of the second embodiment. Further, the memory 21 can also be used to temporarily store various types of data that have been output or are to be output.
- Processor 22 may be a Central Processing Unit (CPU), controller, microcontroller, microprocessor, or other data processing chip in some embodiments.
- the processor 22 is typically used to control the overall operation of the computer device 20.
- the processor 22 is configured to run program code or process data stored in the memory 21, such as running the customer migration system 10 and the like.
- the embodiment further provides a computer readable storage medium such as a flash memory, a hard disk, a multimedia card, a card type memory (for example, SD or DX memory, etc.), a random access memory (RAM), a static random access memory (SRAM), and only Read memory (ROM), electrically erasable programmable read only memory (EEPROM), programmable read only memory (PROM), magnetic memory, magnetic disk, optical disk, server, App application store, etc., on which a computer program is stored.
- the program implements the corresponding function when executed by the processor.
- the computer readable storage medium of this embodiment is for storing the customer migration system 10, and when executed by the processor, implements the customer migration method of the first embodiment.
- the client migration method of this embodiment is based on the first embodiment, and includes the following steps:
- step 01 the customer who does not use the target application is selected as the target customer.
- the business-related operations of these customers can be through the application methods of smart devices, SMS, telephone, offline and other common methods. For example, a customer who migrates through the smart device often uses the old application.
- the customer is selected in the system to meet all the requirements, and the target customer group is established as the target customer.
- step 02 at least one tag is added to the basic information and/or behavior characteristics of the target customer.
- This step adds a basic information label according to the customer's pre-stored basic information, and adds a behavior feature label according to the collected customer's behavior characteristics, and at least one basic information label and at least one behavior characteristic label constitute the multi-dimensional label of the customer.
- the basic information of the target customer includes age, gender, region, education level, income, etc.
- the behavior characteristics include the type of business used, the business validity period, the customer source, the operating frequency, and the operation time.
- Step 03 Filter the first to-be-migrated group from the target client according to the label.
- the step of screening the target customer includes presetting the same customer type with at least one common label, and filtering out the target customer as the first category as the first to-be-migrated group. For example, a label with a label of 26-35 years old, an undergraduate label, a comprehensive gold business, and a 20:00-0:00 will be used as a screening condition. The customer who has these labels at the same time is a “young white-collar worker” and will filter.
- the first customer to be migrated as the first to-be-migrated group, the first push mode matching the first to-be-migrated group in step 04 may be the preset “week WeChat push”, because the multi-dimensional tags can preliminarily judge these Customers with higher academic qualifications, a certain economic foundation, and more frequent use of mobile phones in the evening, it is easier to get the response of these customers through such a first push method, and improve the success rate of migration.
- Step 04 Match the first push mode to the first to-be-migrated group.
- the push mode and the target client type represented by different tags are preset to one-to-one correspondence, that is to say, the system first presets a plurality of target client types represented by different common tags and one-to-one correspondence of different push modes.
- the relationship, the target customer type represented by the first to-be-migrated group selected according to the previous step is matched to the corresponding first push mode.
- "Week WeChat Push" is the first push method.
- Step 05 Push the target application to the first to-be-migrated group according to the first pushing manner.
- the target application is pushed to the target customer by way of WeChat push at 21:00 in the evening of the day.
- the way WeChat can be pushed can be public number push, etc.
- Step 06 Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group.
- This step includes obtaining the second to-be-migrated group by using the client to install the target application and using the target application. If the client installs and uses the target application, the customer is considered to have completed the customer migration; The customer installs the target application, but if it is not used within the preset time, it can remind the customer to use the second push, and can push the application introduction and usage skills; some customers do not install the target application, or If the push is not clicked, the customer is directly placed in the second to-be-migrated group.
- Step 07 Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode.
- This step is based on the analysis of the customer behavior of the second group to be migrated, and the unfinished migration of these customers is due to the possibility that the push time is not suitable in the first push mode, the possibility that the push mode is inappropriate, and the push speech is inappropriate.
- the push mode such as the push time, the push mode, and the push voice are used as the second push mode. For example, after pushing the above method by "WeChat push at 21:00 in the evening of the day", some customers did not open the push in the evening until the next morning, but jumped to the installation interface.
- Step 08 Push the target application to the second to-be-migrated group according to the second pushing manner.
- the target application can be pushed again after adjusting the push time, the push mode/channel, and the push message.
- step 09 steps 06 to 08 are repeated, and in the repeated step, it is determined whether the client in the last migration group uses the target application to filter out the customers that are still unused, and the matching is different from all the executed push modes.
- Push mode to push it is determined whether the client in the last migration group uses the target application to filter out the customers that are still unused, and the matching is different from all the executed push modes. Push mode to push.
- step 09 preferably adjusts other push conditions, such as push channel or push speech; if step 08 adjusts the push channel or pushes the speech, then Step 09 preferably adjusts other push conditions to avoid affecting the user experience.
- a manual operation is prompted, such as prompting the agent to contact the customer to inquire about the specific reason and introducing the target application.
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Abstract
本申请提供的客户迁徙方法、系统、计算机设备及存储介质,通过对目标客户的基本信息和行为特征添加标签,将目标应用程序对筛选出的具有共同标签的目标客户以第一推送方式进行第一次推送,在一段时间内如果存在部分客户并未使用目标应用程序,即未完成迁徙,则认为第一次推送的推送方式存在不合适之处,再对客户行为特征进行进一步分析,以更加合适的第二推送方式进行第二次推送,以提高客户迁徙成功率。The customer migration method, system, computer equipment and storage medium provided by the application, by labeling the basic information and behavior characteristics of the target customer, the target application performs the first push mode on the selected target customers with the common label. One push, if some customers do not use the target application for a period of time, that is, the migration is not completed, it is considered that there is an inappropriateity in the push method of the first push, and then the customer behavior characteristics are further analyzed to further A second push is applied to the second push to improve the customer's migration success rate.
Description
本申请申明享有2017年10月26日递交的申请号为CN 2017110299564、名称为“客户迁徙方法、系统、计算机设备及存储介质”的中国专利申请的优先权,该中国专利申请的整体内容以参考的方式结合在本申请中。This application claims the priority of the Chinese patent application filed on October 26, 2017, with the application number CN 2017110299564, entitled "Customer Migration Method, System, Computer Equipment and Storage Media". The overall content of the Chinese patent application is for reference. The way is combined in this application.
本申请涉及客户管理技术领域,尤其涉及一种客户迁徙方法、系统、计算机设备及存储介质。The present application relates to the field of customer management technologies, and in particular, to a customer migration method, system, computer equipment, and storage medium.
随着通信技术的发展,同一种业务可能有成百上千个应用程序供用户选择来使用,每个业务公司又可能有多个可操作同一种业务的应用程序,有的应用程序中功能模块有部分重叠,有的应用程序则会被其他功能模块更多的应用程序所取代,也有的应用程序实现了线下到线上的功能。With the development of communication technology, there may be hundreds or thousands of applications for the same service to be used by users. Each business company may have multiple applications that can operate the same service, and some functional modules in the application. Some overlap, some applications will be replaced by more applications of other functional modules, and some applications implement offline to online functions.
如何让众多的用户从一个应用程序迁徙至另一个公司期望使用的应用程序,如何让众多线下用户迁徙至线上而使用公司期望的应用程序,是本领域技术人员亟待解决的技术问题之一。How to migrate a large number of users from one application to another, how to let many offline users migrate to the Internet and use the company's desired application is one of the technical problems that need to be solved by those skilled in the art. .
发明内容Summary of the invention
本申请的目的是提供一种客户迁徙方法、系统、计算机设备及存储介质,用于解决现有技术存在的问题。The purpose of the present application is to provide a customer migration method, system, computer equipment and storage medium for solving the problems existing in the prior art.
为实现上述目的,本申请提供一种客户迁徙方法,包括以下步骤:To achieve the above objective, the present application provides a method for customer migration, including the following steps:
步骤01,筛选出未使用目标应用程序的客户,作为目标客户;Step 01: screening out a customer who does not use the target application as a target customer;
步骤02,对所述目标客户的基本信息和/或行为特征添加至少一个标签;Step 02: Add at least one label to the basic information and/or behavior characteristics of the target client;
步骤03,根据标签从目标客户中筛选出第一待迁徙群组;Step 03: Filter the first to-be-migrated group from the target client according to the label;
步骤04,对所述第一待迁徙群组匹配第一推送方式;Step 04: Match the first to-be-migrated group with the first pushing mode;
步骤05,按照所述第一推送方式对第一待迁徙群组推送所述目标应用程序;Step 05: Push the target application to the first to-be-migrated group according to the first pushing manner;
步骤06,在预设时间段内判断所述第一待迁徙群组内的客户是否使用目标应用程序,并筛选出未使用的客户,作为第二待迁徙群组;Step 06: Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group;
步骤07,对所述第二待迁徙群组匹配区别于第一推送方式的第二推送方式;Step 07: Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode;
步骤08,按照所述第二推送方式对第二待迁徙群组推送所述目标应用程序。Step 08: Push the target application to the second to-be-migrated group according to the second pushing manner.
为实现上述目的,本申请还提供一种客户迁徙系统,其包括:To achieve the above object, the present application also provides a customer migration system, which includes:
目标客户筛选模块,适于筛选出未使用目标应用程序的客户,作为目标客户;A target customer screening module, which is suitable for screening customers who do not use the target application as a target customer;
标签添加模块,适于对所述目标客户的基本信息和/或行为特征添加至少一个标签;a tag adding module, configured to add at least one tag to the basic information and/or behavior characteristics of the target client;
第一待迁徙群组筛选模块,适于根据标签从目标客户中筛选出第一待迁徙群组;The first to-be-migrated group screening module is adapted to screen the first to-be-migrated group from the target client according to the tag;
第二待迁徙群组筛选模块,适于在预设时间段内判断所述第一待迁徙群组内的客户是否使用目标应用程序,并筛选出未使用的客户,作为第二待迁徙群组;The second to-be-migrated group screening module is configured to determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group. ;
推送方式匹配模块,适于根据第一待迁徙群组匹配第一推送方式,以及对第二待迁徙群组匹配区别于第一推送方式的第二推送方式;a push mode matching module, configured to match the first push mode according to the first to-be-migrated group, and to match the second push mode that is different from the first push mode to the second to-be-migrated group;
目标应用程序推送模块,适于按照所述第一推送方式对第一待迁徙群组推送所述目标应用程序,以及按照所述第二推送方式对第二待迁徙群组推送所述目标应用程序。a target application pushing module, configured to push the target application to the first to-be-migrated group according to the first pushing manner, and push the target application to the second to-be-migrated group according to the second pushing manner .
为实现上述目的,本申请还提供一种计算机设备,包括存储器、处理器以及存储在存储器上并可在处理器上运行的计算机程序,所述处理器执行所述程序时实现客户迁徙方法的以下步骤:To achieve the above object, the present application also provides a computer device including a memory, a processor, and a computer program stored on the memory and operable on the processor, the processor implementing the program to implement the following method of the customer migration method step:
步骤01,筛选出未使用目标应用程序的客户,作为目标客户;Step 01: screening out a customer who does not use the target application as a target customer;
步骤02,对所述目标客户的基本信息和/或行为特征添加至少一个标签;Step 02: Add at least one label to the basic information and/or behavior characteristics of the target client;
步骤03,根据标签从目标客户中筛选出第一待迁徙群组;Step 03: Filter the first to-be-migrated group from the target client according to the label;
步骤04,对所述第一待迁徙群组匹配第一推送方式;Step 04: Match the first to-be-migrated group with the first pushing mode;
步骤05,按照所述第一推送方式对第一待迁徙群组推送所述目标应用程序;Step 05: Push the target application to the first to-be-migrated group according to the first pushing manner;
步骤06,在预设时间段内判断所述第一待迁徙群组内的客户是否使用目标应用程序,并筛选出未使用的客户,作为第二待迁徙群组;Step 06: Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group;
步骤07,对所述第二待迁徙群组匹配区别于第一推送方式的第二推送方式;Step 07: Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode;
步骤08,按照所述第二推送方式对第二待迁徙群组推送所述目标应用程序。Step 08: Push the target application to the second to-be-migrated group according to the second pushing manner.
为实现上述目的,本申请还提供计算机可读存储介质,其上存储有计算机程序,所述程序被处理器执行时实现客户迁徙方法的以下步骤:To achieve the above object, the present application also provides a computer readable storage medium having stored thereon a computer program that, when executed by a processor, implements the following steps of a client migration method:
步骤01,筛选出未使用目标应用程序的客户,作为目标客户;Step 01: screening out a customer who does not use the target application as a target customer;
步骤02,对所述目标客户的基本信息和/或行为特征添加至少一个标签;Step 02: Add at least one label to the basic information and/or behavior characteristics of the target client;
步骤03,根据标签从目标客户中筛选出第一待迁徙群组;Step 03: Filter the first to-be-migrated group from the target client according to the label;
步骤04,对所述第一待迁徙群组匹配第一推送方式;Step 04: Match the first to-be-migrated group with the first pushing mode;
步骤05,按照所述第一推送方式对第一待迁徙群组推送所述目标应用程序;Step 05: Push the target application to the first to-be-migrated group according to the first pushing manner;
步骤06,在预设时间段内判断所述第一待迁徙群组内的客户是否使用目 标应用程序,并筛选出未使用的客户,作为第二待迁徙群组;Step 06: Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group;
步骤07,对所述第二待迁徙群组匹配区别于第一推送方式的第二推送方式;Step 07: Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode;
步骤08,按照所述第二推送方式对第二待迁徙群组推送所述目标应用程序。Step 08: Push the target application to the second to-be-migrated group according to the second pushing manner.
本申请提供的客户迁徙方法、系统、计算机设备及存储介质,通过对目标客户的基本信息和行为特征添加标签,将目标应用程序对筛选出的具有共同标签的目标客户以第一推送方式进行第一次推送,在一段时间内如果存在部分客户并未使用目标应用程序,即未完成迁徙,则认为第一次推送的推送方式存在不合适之处,再对客户行为特征进行进一步分析,以更加合适的第二推送方式进行第二次推送,以提高客户迁徙成功率。The customer migration method, system, computer equipment and storage medium provided by the application, by labeling the basic information and behavior characteristics of the target customer, the target application performs the first push mode on the selected target customers with the common label. One push, if some customers do not use the target application for a period of time, that is, the migration is not completed, it is considered that there is an inappropriateity in the push method of the first push, and then the customer behavior characteristics are further analyzed to further A second push is applied to the second push to improve the customer's migration success rate.
图1为本申请客户迁徙方法实施例一的流程图;1 is a flow chart of Embodiment 1 of a customer migration method of the present application;
图2为本申请客户迁徙系统实施例一的程序模块示意图;2 is a schematic diagram of a program module of Embodiment 1 of a customer migration system of the present application;
图3为本申请客户迁徙系统实施例一的硬件结构示意图;3 is a schematic diagram showing the hardware structure of Embodiment 1 of the customer migration system of the present application;
图4为本申请客户迁徙方法实施例二的流程图。FIG. 4 is a flowchart of Embodiment 2 of the client migration method of the present application.
为了使本申请的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本申请进行进一步详细说明。应当理解,此处所描述的具体实施例仅用以解释本申请,并不用于限定本申请。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。In order to make the objects, technical solutions, and advantages of the present application more comprehensible, the present application will be further described in detail below with reference to the accompanying drawings and embodiments. It is understood that the specific embodiments described herein are merely illustrative of the application and are not intended to be limiting. All other embodiments obtained by a person of ordinary skill in the art based on the embodiments of the present application without departing from the inventive scope are the scope of the present application.
本申请提供的客户迁徙方法、系统、计算机设备及存储介质,适用于让客户从一个应用程序迁徙至另一个业务公司期望客户使用的应用程序,或让客户从线下迁徙至线上应用程序。本申请通过对目标客户的基本信息和行为特征添加标签,将目标应用程序对筛选出的具有共同标签的目标客户以第一推送方式进行第一次推送,在一段时间内如果存在部分客户并未使用目标应用程序,即未完成迁徙,则认为第一次推送的推送方式存在不合适之处,再对客户行为特征进行进一步分析,以更加合适的第二推送方式进行第二次推送,以提高客户迁徙成功率。The client migration methods, systems, computer equipment, and storage media provided by the present application are suitable for allowing a customer to migrate from one application to another, expecting the customer to use the application, or allowing the customer to migrate from offline to online applications. By applying a label to the basic information and behavior characteristics of the target customer, the target application pushes the target customer with the common label by the first push method for the first time, and if some customers are not present for a certain period of time, If the target application is used, that is, the migration is not completed, it is considered that there is an inappropriateity in the push method of the first push, and then the customer behavior characteristics are further analyzed, and the second push is performed in a more appropriate second push manner to improve Customer migration success rate.
实施例一Embodiment 1
请参阅图1,本实施例的一种客户迁徙方法包括以下步骤:Referring to FIG. 1, a customer migration method of this embodiment includes the following steps:
步骤01,筛选出未使用目标应用程序的客户,作为目标客户。In step 01, the customer who does not use the target application is selected as the target customer.
本步骤中,应当在系统中预存有业务公司所有的客户及其信息,这些客户进行业务相关操作可以通过智能设备的应用程序、短信、电话、线下等常用方式。如果业务公司想让所有客户使用最新的应用程序,即目标应用程序,那么针对常使用旧应用程序、常使用短信、常使用电话、常线下办理业务的不同客户,应当采取不同的推送策略,以在符合不同客户使用习惯的基础上,帮助客户迁徙到目标应用程序,提高迁徙成功率。In this step, all the customers and their information of the business company should be pre-stored in the system. The business-related operations of these customers can be through the application methods of smart devices, SMS, telephone, offline and other common methods. If the business company wants all customers to use the latest application, the target application, different marketing strategies should be adopted for different customers who often use the old application, often use SMS, frequently use the phone, and conduct business under the normal line. To help customers migrate to target applications based on different customer habits, and improve migration success rate.
以迁徙常通过智能设备使用旧应用程序的客户为例,本步骤首先在系统中筛选出所有符合这一条件的客户,作为目标客户,建立目标客户群组。For example, a customer who migrates through the smart device often uses the old application. In this step, the customer is selected in the system to meet all the requirements, and the target customer group is established as the target customer.
步骤02,对目标客户的基本信息和/或行为特征添加至少一个标签。In step 02, at least one tag is added to the basic information and/or behavior characteristics of the target customer.
本步骤可以根据客户的预存基本信息添加基本信息标签,并根据收集到的客户的行为特征添加行为特征标签,至少一个基本信息标签以及至少一个行为特征标签构成该客户的多维标签。其中,目标客户的基本信息包括年龄、性别、地区、文化程度、收入等,行为特征包括使用的业务类型、业务有效期、客户来源、操作频率、操作时间等。In this step, the basic information label may be added according to the pre-stored basic information of the customer, and the behavior characteristic label is added according to the collected behavior characteristics of the customer, and at least one basic information label and at least one behavior characteristic label constitute the multi-dimensional label of the customer. The basic information of the target customer includes age, gender, region, education level, income, etc. The behavior characteristics include the type of business used, the business validity period, the customer source, the operating frequency, and the operation time.
对客户的基本信息添加的年龄标签例如包括18-25岁、26-35岁、36-45岁、46-50岁、51岁及以上,性别标签包括男、女,地区标签例如包括北京、上海、广东等,文化程度标签例如包括小学、初中、高中、本科、硕士、博士、无等,收入标签例如包括0-3万、3-5万、5-10万、10-20万、20-30万、30-50万、50-100万、100以上。对客户的行为特征添加的业务类型标签例如包括产险业务、寿险业务、医疗业务、综金业务(理财业务)等,业务有效期标签例如包括1个月内之前生效、1-6个月内之前生效、6-12个月内之前生效、1-3年内之前生效、3年以上之前开始、1个月内到期、1-6个月内到期、6-12个月内到期、1-3年内到期、3年以上之后到期,客户来源标签例如包括纯孤儿单、转介绍、主动咨询等,操作频率标签例如包括每天一次以上、每周一次以上、每月一次以上、每季度一次以上,操作时间标签例如包括6:00-9:00、9:00-12:00、12:00-17:00、17:00-20:00、20:00-0:00、0:00-6:00。The age labels added to the customer's basic information include, for example, 18-25 years old, 26-35 years old, 36-45 years old, 46-50 years old, 51 years old and above. The gender labels include male and female, and the regional labels include, for example, Beijing and Shanghai. , Guangdong, etc., cultural level labels include, for example, elementary school, junior high school, high school, undergraduate, master's degree, doctoral degree, and so on. The income label includes, for example, 0-3 million, 30,000-50,000, 50,000-100,000, 100,000-200,000- 300,000, 300,000-500,000-500-100,000 or more. The business type labels added to the customer's behavioral characteristics include, for example, the property insurance business, life insurance business, medical business, comprehensive business (financial business), etc., and the business validity period label includes, for example, one month before the effective one, and within 1-6 months. Effective, effective within 6-12 months, effective before 1-3 years, beginning before 3 years, expiring within 1 month, expiring within 1-6 months, expiring within 6-12 months, 1 - Expiration within 3 years, expiration after 3 years, customer source labels include, for example, pure orphans, referrals, active consultation, etc. Operating frequency labels include, for example, more than once a day, more than once a week, more than once a month, and quarterly. More than one time, the operation time label includes, for example, 6:00-9:00, 9:00-12:00, 12:00-17:00, 17:00-20:00, 20:00-0:00, 0: 00-6:00.
步骤03,根据标签从目标客户中筛选出第一待迁徙群组。Step 03: Filter the first to-be-migrated group from the target client according to the label.
本步骤筛选目标客户包括预设具有至少一个共同标签的为同一客户类型,并筛选出作为第一类目标客户,作为第一待迁徙群组。举例而言,将同时具有26-35岁标签、本科标签、综金业务、20:00-0:00等标签的作为筛选条件,预设同时具有这些标签的客户为“青年白领”,将筛选出的客户作为第一待迁徙群组,此时步骤04中与该第一待迁徙群组匹配的第一推送方式就可以是预设的“晚间微信推送”,因为通过多维标签可以初步判断这些客户学历较高、具有一定的经济基础、晚间使用手机较频繁,通过这样的第一推送方式比较容易得到这些客户的响应,提高迁徙成功率。The step of screening the target customer includes presetting the same customer type with at least one common label, and filtering out the target customer as the first category as the first to-be-migrated group. For example, a label with a label of 26-35 years old, an undergraduate label, a comprehensive gold business, and a 20:00-0:00 will be used as a screening condition. The customer who has these labels at the same time is a “young white-collar worker” and will filter. The first customer to be migrated as the first to-be-migrated group, the first push mode matching the first to-be-migrated group in step 04 may be the preset “week WeChat push”, because the multi-dimensional tags can preliminarily judge these Customers with higher academic qualifications, a certain economic foundation, and more frequent use of mobile phones in the evening, it is easier to get the response of these customers through such a first push method, and improve the success rate of migration.
实际应用中,共同标签越多,往往筛选出目标客户的特征越接近,越容易通过相同的推送方式得到更高的迁徙成功率。在其他实施例中,所有目标客户被筛选成多个待迁徙群组,每个目标客户都被分到一个且只有一个群组中,后续步骤包括根据这些待迁徙群组匹配的不同推送方式,分别进行推送。In practical applications, the more common labels, the closer the characteristics of the target customers are selected, and the easier it is to obtain a higher migration success rate through the same push method. In other embodiments, all target customers are selected into multiple migration groups, each target customer is divided into one and only one group, and subsequent steps include different push modes according to the matching of the to-be-migrated groups. Push separately.
步骤04,对第一待迁徙群组匹配第一推送方式。Step 04: Match the first push mode to the first to-be-migrated group.
本步骤中推送方式与不同标签所代表的目标客户类型预设为一一对应,也就是说系统中先预设好多个由不同的共同标签所代表的目标客户类型与不同推送方式的一一对应关系,根据上一步骤筛选得到的第一待迁徙群组所代表的目标客户类型匹配到对应的第一推送方式。如上述的“晚间微信推送”作为第一推送方式。In this step, the push mode and the target client type represented by different tags are preset to one-to-one correspondence, that is to say, the system first presets a plurality of target client types represented by different common tags and one-to-one correspondence of different push modes. The relationship, the target customer type represented by the first to-be-migrated group selected according to the previous step is matched to the corresponding first push mode. As described above, "Week WeChat Push" is the first push method.
在其他实施例中,推送方式包括微信推送、短信推送、电话推荐、上门推荐等等。In other embodiments, the push mode includes WeChat push, SMS push, phone recommendation, home recommendation, and the like.
步骤05,按照第一推送方式对第一待迁徙群组推送目标应用程序。Step 05: Push the target application to the first to-be-migrated group according to the first pushing manner.
如上述举例,在当天的晚间21:00通过微信推送的方式,将目标应用程序推送给该批目标客户。微信推送的方式可以是公众号推送等。As an example above, the target application is pushed to the target customer by way of WeChat push at 21:00 in the evening of the day. The way WeChat can be pushed can be public number push, etc.
通过步骤01至05推送的目标应用程序,可能只有部分客户安装并使用,另一部分客户未响应推送而安装使用目标应用程序,即未完成客户迁徙,那么可以判断可能上述第一推送方式并不适合这些客户,通过下述步骤06至08得到新的推送方式进行第二次推送,提高客户迁徙率。The target application pushed through steps 01 to 05 may be installed and used by only some customers, and another part of the customer does not respond to the push and install and use the target application, that is, the customer migration is not completed, then it may be judged that the first push method may not be suitable. These customers, through the following steps 06 to 08, get a new push method for the second push to improve the customer migration rate.
步骤06,在预设时间段内判断第一待迁徙群组内的客户是否使用目标应用程序,并筛选出未使用的客户,作为第二待迁徙群组。Step 06: Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group.
本步骤包括通过这些客户安装目标应用程序的情况以及使用目标应用程序的情况来获得第二待迁徙群组,如有的客户安装并使用了目标应用程序,则认为该客户完成了客户迁徙;有的客户安装了目标应用程序,但在预设时间内未使用,则可以以第二推送方式提醒该客户使用,并可推送应用程序的简介及使用技巧;有的客户未安装目标应用程序,或未点开推送,则直接将该客户放入第二待迁徙群组。This step includes obtaining the second to-be-migrated group by using the client to install the target application and using the target application. If the client installs and uses the target application, the customer is considered to have completed the customer migration; The customer installs the target application, but if it is not used within the preset time, it can remind the customer to use the second push, and can push the application introduction and usage skills; some customers do not install the target application, or If the push is not clicked, the customer is directly placed in the second to-be-migrated group.
其中,预设时间可以根据实际需要设定,如3天、1周、1月等。The preset time can be set according to actual needs, such as 3 days, 1 week, 1 month, and the like.
步骤07,对第二待迁徙群组匹配区别于第一推送方式的第二推送方式。Step 07: Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode.
本步骤可以根据第二待迁徙群组的客户行为进行分析,得到这些客户未完成迁徙是因为第一推送方式中推送时间不合适的可能性、推送方式不合适 的可能性、推送话术不合适的可能性等,再将调整后的推送时间、推送方式、推送话术等推送方式作为第二推送方式。举例而言,在上述以“当天的晚间21:00通过微信推送”的方式进行推送后,有的客户在当天晚间未点开推送,直至第二天早上才点开,但跳转至安装界面后未完成安装,则可以判断可能为推送时间不合适,调整为客户可能的其他空闲时间进行推送,如中午或下班后;有的客户在3天内未点开推送,则可以判断可能为推送方式/渠道不合适,调整其他推送方式/渠道。This step can be analyzed according to the customer behavior of the second migration group, and the unfinished migration of these customers is due to the possibility that the push time is not suitable in the first push mode, the possibility that the push mode is inappropriate, and the push speech is inappropriate. The possibility of the push, the push time, the push mode, the push voice, and the like are used as the second push mode. For example, after pushing the above method by "WeChat push at 21:00 in the evening of the day", some customers did not open the push in the evening until the next morning, but jumped to the installation interface. After the installation is not completed, you can judge that the push time is inappropriate, adjust to other free time that the customer may push, such as at noon or after work; if some customers do not push the push within 3 days, you can judge the push mode. / Channel is not appropriate, adjust other push methods / channels.
在其他实施例中,本步骤较佳地根据第一推送方式执行之后的客户行为进行分析,能够更准确把握客户对第一推送方式的响应情况,更准确地分析客户未完成迁徙的具体原因。In other embodiments, the step is preferably analyzed according to the customer behavior after the first push mode is executed, which can more accurately grasp the response of the customer to the first push mode, and more accurately analyze the specific reason why the client does not complete the migration.
步骤08,按照第二推送方式对第二待迁徙群组推送目标应用程序。Step 08: Push the target application to the second to-be-migrated group according to the second pushing manner.
如上所述,本步骤可以在调整了推送时间、推送方式/渠道、推送话术后,将目标应用程序再次进行推送。As described above, in this step, the target application can be pushed again after adjusting the push time, the push mode/channel, and the push message.
请继续参阅图2,示出了一种客户迁徙系统,在本实施例中,客户迁徙系统10可以被分割成一个或多个程序模块,一个或者多个程序模块被存储于存储介质中,并由一个或多个处理器所执行,以完成本申请,并可实现上述客户迁徙方法。本申请所称的程序模块是指能够完成特定功能的一系列计算机程序指令段,比程序本身更适合于描述客户迁徙系统10在存储介质中的执行过程。以下描述将具体介绍本实施例各程序模块的功能:Referring to FIG. 2, a customer migration system is illustrated. In this embodiment, the customer migration system 10 can be divided into one or more program modules, and one or more program modules are stored in a storage medium, and Executed by one or more processors to complete the application and to implement the client migration method described above. A program module as referred to in this application refers to a series of computer program instructions that are capable of performing a particular function, and are more suitable than the program itself to describe the execution of the client migration system 10 in a storage medium. The following description will specifically describe the functions of each program module of this embodiment:
目标客户筛选模块11,适于筛选出未使用目标应用程序的客户,作为目标客户。The target customer screening module 11 is adapted to filter out customers who do not use the target application as target customers.
在系统中预存有业务公司所有的客户及其信息,这些客户进行业务相关操作可以通过智能设备的应用程序、短信、电话、线下等常用方式。目标客户筛选模块11首先在系统中筛选出所有符合这一条件的客户,作为目标客户,建立目标客户群组。Pre-stored all the customers of the business company and their information in the system, these customers can carry out business-related operations through the smart device application, SMS, telephone, offline and other common methods. The target customer screening module 11 first screens out all the customers who meet this condition in the system, and establishes the target customer group as the target customer.
标签添加模块12,适于对目标客户的基本信息和/或行为特征添加至少一个标签。The tag adding module 12 is adapted to add at least one tag to the basic information and/or behavior characteristics of the target client.
标签添加模块12根据客户的预存基本信息添加基本信息标签,并根据收集到的客户的行为特征添加行为特征标签,至少一个基本信息标签以及至少一个行为特征标签构成该客户的多维标签。其中,目标客户的基本信息包括年龄、性别、地区、文化程度、收入等,行为特征包括使用的业务类型、业务有效期、客户来源、操作频率、操作时间等。The tag adding module 12 adds a basic information tag according to the pre-stored basic information of the client, and adds a behavior feature tag according to the collected behavior characteristics of the client, and the at least one basic information tag and the at least one behavior feature tag constitute a multi-dimensional tag of the client. The basic information of the target customer includes age, gender, region, education level, income, etc. The behavior characteristics include the type of business used, the business validity period, the customer source, the operating frequency, and the operation time.
第一待迁徙群组筛选模块13,适于根据标签从目标客户中筛选出第一待迁徙群组。The first to-be-migrated group screening module 13 is adapted to filter the first to-be-migrated group from the target client according to the tag.
第一待迁徙群组筛选模块13根据预设具有至少一个共同标签的为同一客户类型,并筛选出作为第一类目标客户,作为第一待迁徙群组。The first to-be-migrated group screening module 13 selects the same customer type according to the preset at least one common label, and selects the target customer as the first type to be the first to-be-migrated group.
第二待迁徙群组筛选模块14,适于在预设时间段内判断第一待迁徙群组内的客户是否使用目标应用程序,并筛选出未使用的客户,作为第二待迁徙群组。The second to-be-migrated group screening module 14 is configured to determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group.
第二待迁徙群组筛选模块14通过这些客户安装目标应用程序的情况以及使用目标应用程序的情况来获得第二待迁徙群组,如有的客户安装并使用了目标应用程序,则认为该客户完成了客户迁徙;有的客户安装了目标应用程序,但在预设时间内未使用,则可以以第二推送方式提醒该客户使用,并可推送应用程序的简介及使用技巧;有的客户未安装目标应用程序,或未点开推送,则直接将该客户放入第二待迁徙群组。The second to-be-migrated group screening module 14 obtains the second to-be-migrated group by using the case where the client installs the target application and the case of using the target application, and if the client installs and uses the target application, the customer is considered Customer migration has been completed; some customers have installed the target application, but if they are not used within the preset time, they can use the second push to remind the customer to use, and can push the application's introduction and usage skills; some customers have not If the target application is installed, or if the push is not clicked, the customer is placed directly in the second migration group.
推送方式匹配模块15,适于根据第一待迁徙群组匹配第一推送方式,以及对第二待迁徙群组匹配区别于第一推送方式的第二推送方式。The push mode matching module 15 is adapted to match the first push mode according to the first to-be-migrated group, and to match the second push mode of the first push mode to the second to-be-migrated group.
系统中先预设好多个由不同的共同标签所代表的目标客户类型与不同推送方式的一一对应关系,推送方式匹配模块15根据第一待迁徙群组筛选模块13或第二待迁徙群组筛选模块14筛选得到的第一待迁徙群组或第二待迁徙群组所代表的目标客户类型匹配到对应的第一推送方式。The system first presets a plurality of one-to-one correspondence between target customer types represented by different common tags and different push modes, and the push mode matching module 15 is configured according to the first to-be-migrated group screening module 13 or the second to-be-migrated group. The target customer type represented by the first to-be-migrated group or the second to-be-migrated group that is selected by the screening module 14 matches the corresponding first push mode.
目标应用程序推送模块16,适于按照第一推送方式对第一待迁徙群组推送目标应用程序,以及按照第二推送方式对第二待迁徙群组推送目标应用程序。The target application pushing module 16 is adapted to push the target application to the first to-be-migrated group according to the first pushing manner, and push the target application to the second to-be-migrated group according to the second pushing manner.
目标应用程序推送模块16通过微信推送、短信推送、电话推荐、上门推荐等推送渠道,按预定推送时间、推送话术,进行推送。The target application push module 16 pushes the push channel according to the predetermined push time, push the call, and pushes through the push channel such as WeChat push, SMS push, phone recommendation, and home recommendation.
本实施例还提供一种计算机设备,如可以执行程序的智能手机、平板电脑、笔记本电脑、台式计算机、机架式服务器、刀片式服务器、塔式服务器或机柜式服务器(包括独立的服务器,或者多个服务器所组成的服务器集群)等。本实施例的计算机设备20至少包括但不限于:可通过系统总线相互通信连接的存储器21、处理器22,如图3所示。需要指出的是,图3仅示出了具有组件21-22的计算机设备20,但是应理解的是,并不要求实施所有示出的组件,可以替代的实施更多或者更少的组件。The embodiment further provides a computer device, such as a smart phone, a tablet computer, a notebook computer, a desktop computer, a rack server, a blade server, a tower server or a rack server (including a stand-alone server, or A server cluster consisting of multiple servers). The computer device 20 of this embodiment includes at least but not limited to: a memory 21 and a processor 22 communicably connected to each other through a system bus, as shown in FIG. It is noted that FIG. 3 shows only computer device 20 having components 21-22, but it should be understood that not all illustrated components may be implemented and that more or fewer components may be implemented instead.
本实施例中,存储器21(即可读存储介质)包括闪存、硬盘、多媒体卡、卡型存储器(例如,SD或DX存储器等)、随机访问存储器(RAM)、静态随机访问存储器(SRAM)、只读存储器(ROM)、电可擦除可编程只读存储器(EEPROM)、可编程只读存储器(PROM)、磁性存储器、磁盘、光盘等。在一些实施例中,存储器21可以是计算机设备20的内部存储单元,例如该计算机设备20的硬盘或内存。在另一些实施例中,存储器21也可以是计算机设备20的外部存储设备,例如该计算机设备20上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。当然,存储器21还可以既包括计算机设备20的内部存储单元也包括其外部存储设备。本实施例中,存储器21通常用于存储安装于计算机设备20的操作系统和各类应用软件,例如实施例二的客户迁徙系统10的程序代码等。此外,存储器21还可以用于暂时地存储已经输出或者将要输出的各类数据。In this embodiment, the memory 21 (ie, the readable storage medium) includes a flash memory, a hard disk, a multimedia card, a card type memory (for example, an SD or DX memory, etc.), a random access memory (RAM), a static random access memory (SRAM), Read only memory (ROM), electrically erasable programmable read only memory (EEPROM), programmable read only memory (PROM), magnetic memory, magnetic disk, optical disk, and the like. In some embodiments, memory 21 may be an internal storage unit of computer device 20, such as a hard disk or memory of computer device 20. In other embodiments, the memory 21 may also be an external storage device of the computer device 20, such as a plug-in hard disk equipped on the computer device 20, a smart memory card (SMC), and a secure digital (Secure Digital, SD) card, flash card, etc. Of course, the memory 21 can also include both internal storage units of the computer device 20 as well as external storage devices thereof. In this embodiment, the memory 21 is generally used to store an operating system installed in the computer device 20 and various types of application software, such as the program code of the customer migration system 10 of the second embodiment. Further, the memory 21 can also be used to temporarily store various types of data that have been output or are to be output.
处理器22在一些实施例中可以是中央处理器(Central Processing Unit,CPU)、控制器、微控制器、微处理器、或其他数据处理芯片。该处理器22通常用于控制计算机设备20的总体操作。本实施例中,处理器22用于运行存储器21中存储的程序代码或者处理数据,例如运行客户迁徙系统10等。Processor 22 may be a Central Processing Unit (CPU), controller, microcontroller, microprocessor, or other data processing chip in some embodiments. The processor 22 is typically used to control the overall operation of the computer device 20. In this embodiment, the processor 22 is configured to run program code or process data stored in the memory 21, such as running the customer migration system 10 and the like.
本实施例还提供一种计算机可读存储介质,如闪存、硬盘、多媒体卡、卡型存储器(例如,SD或DX存储器等)、随机访问存储器(RAM)、静态随机访问存储器(SRAM)、只读存储器(ROM)、电可擦除可编程只读存储器(EEPROM)、可编程只读存储器(PROM)、磁性存储器、磁盘、光盘、服务器、App应用商城等等,其上存储有计算机程序,程序被处理器执行时实现相应功能。本实施例的计算机可读存储介质用于存储客户迁徙系统10,被处理器执行时实现实施例一的客户迁徙方法。The embodiment further provides a computer readable storage medium such as a flash memory, a hard disk, a multimedia card, a card type memory (for example, SD or DX memory, etc.), a random access memory (RAM), a static random access memory (SRAM), and only Read memory (ROM), electrically erasable programmable read only memory (EEPROM), programmable read only memory (PROM), magnetic memory, magnetic disk, optical disk, server, App application store, etc., on which a computer program is stored. The program implements the corresponding function when executed by the processor. The computer readable storage medium of this embodiment is for storing the customer migration system 10, and when executed by the processor, implements the customer migration method of the first embodiment.
实施例二Embodiment 2
请参阅图4,本实施例的客户迁徙方法以实施例一为基础,包括以下步骤:Referring to FIG. 4, the client migration method of this embodiment is based on the first embodiment, and includes the following steps:
步骤01,筛选出未使用目标应用程序的客户,作为目标客户。In step 01, the customer who does not use the target application is selected as the target customer.
本步骤中,应当在系统中预存有业务公司所有的客户及其信息,这些客户进行业务相关操作可以通过智能设备的应用程序、短信、电话、线下等常用方式。以迁徙常通过智能设备使用旧应用程序的客户为例,本步骤首先在系统中筛选出所有符合这一条件的客户,作为目标客户,建立目标客户群组。In this step, all the customers and their information of the business company should be pre-stored in the system. The business-related operations of these customers can be through the application methods of smart devices, SMS, telephone, offline and other common methods. For example, a customer who migrates through the smart device often uses the old application. In this step, the customer is selected in the system to meet all the requirements, and the target customer group is established as the target customer.
步骤02,对目标客户的基本信息和/或行为特征添加至少一个标签。In step 02, at least one tag is added to the basic information and/or behavior characteristics of the target customer.
本步骤根据客户的预存基本信息添加基本信息标签,并根据收集到的客户的行为特征添加行为特征标签,至少一个基本信息标签以及至少一个行为特征标签构成该客户的多维标签。其中,目标客户的基本信息包括年龄、性别、地区、文化程度、收入等,行为特征包括使用的业务类型、业务有效期、客户来源、操作频率、操作时间等。This step adds a basic information label according to the customer's pre-stored basic information, and adds a behavior feature label according to the collected customer's behavior characteristics, and at least one basic information label and at least one behavior characteristic label constitute the multi-dimensional label of the customer. The basic information of the target customer includes age, gender, region, education level, income, etc. The behavior characteristics include the type of business used, the business validity period, the customer source, the operating frequency, and the operation time.
步骤03,根据标签从目标客户中筛选出第一待迁徙群组。Step 03: Filter the first to-be-migrated group from the target client according to the label.
本步骤筛选目标客户包括预设具有至少一个共同标签的为同一客户类型,并筛选出作为第一类目标客户,作为第一待迁徙群组。举例而言,将同时具有26-35岁标签、本科标签、综金业务、20:00-0:00等标签的作为筛选条件,预设同时具有这些标签的客户为“青年白领”,将筛选出的客户作为第一待迁徙群组,此时步骤04中与该第一待迁徙群组匹配的第一推送方式就可以是预设的“晚间微信推送”,因为通过多维标签可以初步判断这些客户学历较高、具有一定的经济基础、晚间使用手机较频繁,通过这样的第一推送方式比较容易得到这些客户的响应,提高迁徙成功率。The step of screening the target customer includes presetting the same customer type with at least one common label, and filtering out the target customer as the first category as the first to-be-migrated group. For example, a label with a label of 26-35 years old, an undergraduate label, a comprehensive gold business, and a 20:00-0:00 will be used as a screening condition. The customer who has these labels at the same time is a “young white-collar worker” and will filter. The first customer to be migrated as the first to-be-migrated group, the first push mode matching the first to-be-migrated group in step 04 may be the preset “week WeChat push”, because the multi-dimensional tags can preliminarily judge these Customers with higher academic qualifications, a certain economic foundation, and more frequent use of mobile phones in the evening, it is easier to get the response of these customers through such a first push method, and improve the success rate of migration.
步骤04,对第一待迁徙群组匹配第一推送方式。Step 04: Match the first push mode to the first to-be-migrated group.
本步骤中推送方式与不同标签所代表的目标客户类型预设为一一对应,也就是说系统中先预设好多个由不同的共同标签所代表的目标客户类型与不同推送方式的一一对应关系,根据上一步骤筛选得到的第一待迁徙群组所代表的目标客户类型匹配到对应的第一推送方式。如上述的“晚间微信推送”作为第一推送方式。In this step, the push mode and the target client type represented by different tags are preset to one-to-one correspondence, that is to say, the system first presets a plurality of target client types represented by different common tags and one-to-one correspondence of different push modes. The relationship, the target customer type represented by the first to-be-migrated group selected according to the previous step is matched to the corresponding first push mode. As described above, "Week WeChat Push" is the first push method.
步骤05,按照第一推送方式对第一待迁徙群组推送目标应用程序。Step 05: Push the target application to the first to-be-migrated group according to the first pushing manner.
如上述举例,在当天的晚间21:00通过微信推送的方式,将目标应用程序推送给该批目标客户。微信推送的方式可以是公众号推送等。As an example above, the target application is pushed to the target customer by way of WeChat push at 21:00 in the evening of the day. The way WeChat can be pushed can be public number push, etc.
步骤06,在预设时间段内判断第一待迁徙群组内的客户是否使用目标应用程序,并筛选出未使用的客户,作为第二待迁徙群组。Step 06: Determine, in a preset time period, whether the client in the first to-be-migrated group uses the target application, and selects an unused client as the second to-be-migrated group.
本步骤包括通过这些客户安装目标应用程序的情况以及使用目标应用程序的情况来获得第二待迁徙群组,如有的客户安装并使用了目标应用程序,则认为该客户完成了客户迁徙;有的客户安装了目标应用程序,但在预设时间内未使用,则可以以第二推送方式提醒该客户使用,并可推送应用程序的简介及使用技巧;有的客户未安装目标应用程序,或未点开推送,则直接将该客户放入第二待迁徙群组。This step includes obtaining the second to-be-migrated group by using the client to install the target application and using the target application. If the client installs and uses the target application, the customer is considered to have completed the customer migration; The customer installs the target application, but if it is not used within the preset time, it can remind the customer to use the second push, and can push the application introduction and usage skills; some customers do not install the target application, or If the push is not clicked, the customer is directly placed in the second to-be-migrated group.
步骤07,对第二待迁徙群组匹配区别于第一推送方式的第二推送方式。Step 07: Matching the second to-be-migrated group to the second pushing mode different from the first pushing mode.
本步骤根据第二待迁徙群组的客户行为进行分析,得到这些客户未完成迁徙是因为第一推送方式中推送时间不合适的可能性、推送方式不合适的可能性、推送话术不合适的可能性等,再将调整后的推送时间、推送方式、推送话术等推送方式作为第二推送方式。举例而言,在上述以“当天的晚间21:00通过微信推送”的方式进行推送后,有的客户在当天晚间未点开推送,直至第二天早上才点开,但跳转至安装界面后未完成安装,则可以判断可能为推送时间不合适,调整为客户可能的其他空闲时间进行推送,如中午或下班后;有的客户在3天内未点开推送,则可以判断可能为推送方式/渠道不合适,调整其他推送方式/渠道。This step is based on the analysis of the customer behavior of the second group to be migrated, and the unfinished migration of these customers is due to the possibility that the push time is not suitable in the first push mode, the possibility that the push mode is inappropriate, and the push speech is inappropriate. According to the possibility, the push mode such as the push time, the push mode, and the push voice are used as the second push mode. For example, after pushing the above method by "WeChat push at 21:00 in the evening of the day", some customers did not open the push in the evening until the next morning, but jumped to the installation interface. After the installation is not completed, you can judge that the push time is inappropriate, adjust to other free time that the customer may push, such as at noon or after work; if some customers do not push the push within 3 days, you can judge the push mode. / Channel is not appropriate, adjust other push methods / channels.
步骤08,按照第二推送方式对第二待迁徙群组推送目标应用程序。Step 08: Push the target application to the second to-be-migrated group according to the second pushing manner.
如上所述,本步骤可以在调整了推送时间、推送方式/渠道、推送话术后,将目标应用程序再次进行推送。As described above, in this step, the target application can be pushed again after adjusting the push time, the push mode/channel, and the push message.
步骤09,重复步骤06至08,并在重复步骤中判断的是上一次待迁徙群组内的客户是否使用目标应用程序,筛选出仍未使用的客户,并匹配区别于所有已执行推送方式的推送方式进行推送。In step 09, steps 06 to 08 are repeated, and in the repeated step, it is determined whether the client in the last migration group uses the target application to filter out the customers that are still unused, and the matching is different from all the executed push modes. Push mode to push.
通过步骤01至08完成了两次推送,但仍可能有部分客户未安装并使用目标应用程序,未完成客户迁徙,那么就需要再次分析客户行为、原因,调整推送时间、推送渠道、推送话术进行推送。一般而言,若步骤08进行第二次推送时调整了推送时间,则步骤09较佳地调整其他推送条件,如推送渠道或推送话术;若步骤08调整了推送渠道或推送话术,则步骤09较佳地调整其他推送条件,以避免影响用户体验。After two pushes are completed through steps 01 to 08, but some customers may not install and use the target application, and the customer migration is not completed, then the customer behavior, reason, adjustment push time, push channel, push speech need to be analyzed again. Push. In general, if the push time is adjusted during the second push in step 08, step 09 preferably adjusts other push conditions, such as push channel or push speech; if step 08 adjusts the push channel or pushes the speech, then Step 09 preferably adjusts other push conditions to avoid affecting the user experience.
但是,多次推送仍可能影响用户体验,因此在重复次数大于一预设阈值之后,提示进行人工操作,如提示坐席电话联系客户,以便询问具体原因以及进行目标应用程序的介绍。However, multiple pushes may still affect the user experience. Therefore, after the number of repetitions is greater than a predetermined threshold, a manual operation is prompted, such as prompting the agent to contact the customer to inquire about the specific reason and introducing the target application.
上述本申请实施例序号仅仅为了描述,不代表实施例的优劣。The serial numbers of the embodiments of the present application are merely for the description, and do not represent the advantages and disadvantages of the embodiments.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件,但很多情况下前者是更佳的实施方式。Through the description of the above embodiments, those skilled in the art can clearly understand that the foregoing embodiment method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be through hardware, but in many cases, the former is better. Implementation.
以上仅为本申请的优选实施例,并非因此限制本申请的专利范围,凡是利用本申请说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本申请的专利保护范围内。The above is only a preferred embodiment of the present application, and is not intended to limit the scope of the patent application, and the equivalent structure or equivalent process transformations made by the specification and the drawings of the present application, or directly or indirectly applied to other related technical fields. The same is included in the scope of patent protection of this application.
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| CN113242282A (en) * | 2021-04-27 | 2021-08-10 | 上海淇玥信息技术有限公司 | Continuous information pushing method and device for target crowd and electronic equipment |
| CN115801717A (en) * | 2022-11-04 | 2023-03-14 | 平安科技(深圳)有限公司 | Greeting language selection method, device, medium and equipment for chat tool |
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