KR20220076094A - An apparatus for providing management services using an api of open markets and a method of operating the apparatus - Google Patents

Abstract

A method according to an embodiment of the present invention includes: registering seller information received from one or more seller terminals; Collecting open market API service information based on preset inventory storage unit information from a global open market network that provides a global open market API; collecting product information registered in the global open market network in response to the seller information by using the API service information; Based on the product information, processing inventory management service data; providing an inventory management monitoring interface using the inventory management service data to the one or more seller terminals through a service interface; crawling related keyword information corresponding to the sold product information; collecting search result information in the global open market network based on the related keyword information; and providing a keyword ranking analysis service corresponding to the inventory management service data to the seller terminal through the service interface according to the matching analysis of the search result information.

Description

Global open market-based management service system and its operation method

The present invention relates to a service providing apparatus and an operating method thereof. More specifically, the present invention relates to a global open market-based management service system and an operating method thereof.

* The present invention was devised with support from the Gyeonggi Provincial Economic Science Promotion Agency's "Gyeonggi-do Global Startup Fostering Project".

In conventional online marketplaces (online shopping malls, open markets, general malls, etc.), sellers want to find new products to sell, know the sales volume of their competitors, or analyze product sales information. It is performed manually that requires manpower, such as manually checking the daily sales volume of the company.

As an invention to improve such a conventional method, price fluctuations and sales status of open market products using scrapping and OpenPA of Republic of Korea Patent Publication No. 10-2010-0130664 (published on December 14, 2010) The invention of a watch price system that provides information of

In the disclosed invention, data on a seller's (seller's) ongoing sale product in an Internet online open market is collected through a task scheduler for a desired period of time by receiving a product code or a seller ID, and accumulating necessary information through a normalization process. As a system that provides analysis data to users by processing it, the provided information provides analysis data or graphs on the price change, inventory amount, sales quantity, and sales status of sold products, and provides not only your own products but also various products of other sellers. of the same data, and manufacturers can manage the sales status and price fluctuations of their products in the open market, so the sales of products sold by others, It is a configuration that can provide marketing data scalability of the marketplace by providing data such as price changes.

However, in the disclosed invention, there are limitations and problems in that the seller's ID and product code must be input in order to collect product sales information, or the seller must actively input and update successful bid information, deposit information, delivery information, etc., in order to collect product sales information. There is this.

In particular, in the case of global shopping malls such as Amazon and eBay, sellers must separately access the shopping mall servers of each country such as the US, UK, Germany, and Japan to manage products and orders, There is a problem of creating a form according to the inventory storage unit management regulations, which causes a lot of time and labor costs for product registration, inventory management, and sales volume monitoring.

In addition, with the development of IT technology and AI technology, API functions that can be processed in global shopping malls and the inventory storage unit format are increasingly diversified and complicated, but it is difficult for general sellers to understand and utilize all these functions, Rather, various problems such as inventory management errors due to inability to adapt to API and platform functions or format changes, inaccurate sales volume tracking, and inexperienced site operation are appearing.

In addition, as the global e-commerce market grows and logistics and delivery services expand, users can easily and conveniently purchase products, and the growth of the e-commerce (online) market is overtaking the offline market. As a result, many sellers use the online market to distribute and sell products, and the influence of the exposure point at the top of the sale product on sales has increased.

In order to sell products in the online market, the order in which product listings are displayed in keyword search results is important. This is why the exposure position of a product is important because when a product is displayed on the top or first page of a search result, the probability of a user's purchase of a similar product increases. Therefore, daily collection of keyword search results and analysis of the collected results are a series of processes necessary for selling products in the online market. When the quantity of products to be sold is small, it does not take much time to list the keyword search results, but when the quantity is large, the corresponding operation time takes a considerable amount of time.

For example, if you search with the keyword “Children's Toothpaste”, it has a positive effect on sales according to the order of exposure, so even if you sell one product, manually check the ranking (order by page) in which the relevant keywords are exposed And if the exposure ranking is low, the strategy to increase the ranking through advertising or marketing is considered.

In this way, when the number of products sold increases, the amount of time to manually check the exposure status by keyword increases exponentially.

The present invention has been devised to solve the above problems, and provides an API-using inventory management service based on a product storage unit for each global open market, and global open market API and inventory, which are continuously developed and complicated by general sellers A service providing device that can provide various inventory management services such as sales management, inventory management, and seller risk forecasting management using global open market APIs easily and easily without separate professional knowledge on storage unit format, development manpower, and cost administration And an object of the present invention is to provide an operating method thereof.

In addition, the present invention has been devised to solve the above problems, and in providing a keyword ranking analysis service for the global open market network, it is generated for each product registered by each seller in the global open market network using an external search server. By indexing a variety of possible related search terms and automatically deriving comprehensive keywords based on this, by providing a keyword ranking analysis service on the global open market network based on this, it is easy to identify the exposure status of keyword-based products and establish a sales strategy An object of the present invention is to provide a service providing apparatus and an operating method thereof.

A method according to an embodiment of the present invention for solving the above-described problem, the step of registering seller information received from one or more seller terminals; Collecting open market API service information based on preset inventory storage unit information from a global open market network that provides a global open market API; collecting product information registered in the global open market network in response to the seller information by using the API service information; Based on the product information, processing inventory management service data; providing an inventory management monitoring interface using the inventory management service data to the one or more seller terminals through a service interface; crawling related keyword information corresponding to the sold product information; collecting search result information in the global open market network based on the related keyword information; and providing a keyword ranking analysis service corresponding to the inventory management service data to the seller terminal through the service interface according to the matching analysis of the search result information.

In addition, the device according to an embodiment of the present invention for solving the above-described problems, a user information management unit for registering seller information received from one or more seller terminals, and a global open market network that provides a global open market API , a global open market service information collection unit that collects open market API service information based on preset inventory storage unit information, and product information registered in the global open market network in response to the seller information by using the API service information A product information collection unit for collecting and, based on the product information, a data processing unit for processing inventory management service data; And Inventory management service providing device comprising a service provider for providing the inventory management monitoring interface using the inventory management service data to the one or more seller terminals; and crawling related keyword information corresponding to the sold product information, collecting search result information in the global open market network based on the related keyword information, and returning to the seller terminal according to matching analysis of the search result information and a keyword ranking analysis service providing device for providing a keyword ranking analysis service corresponding to the inventory management service data through the service interface.

On the other hand, the method according to an embodiment of the present invention for solving the above problems may be implemented as a computer-readable recording medium for executing the method in a computer and a computer program stored in the medium.

According to an embodiment of the present invention, when seller information received from one or more seller terminals is registered, open market API service information based on preset inventory storage unit information is collected from a global open market network that provides a global open market API, and , an inventory management monitoring interface using inventory management service data based on product information collected using the API service information may be provided to the seller terminal.

Accordingly, according to an embodiment of the present invention, sales using the global open market API can be easily and easily without separate professional knowledge or development manpower and cost administration for the global open market API, which is continuously developed and complicated by general sellers. A service providing apparatus capable of receiving various inventory management services, such as management, inventory management, and seller risk prediction management, and an operating method thereof may be provided.

And, according to an embodiment of the present invention, in providing a keyword ranking analysis service for the global open market network, an external search server is used to index various related search words that can be generated for each product registered by each seller in the global open market network, , a comprehensive keyword can be automatically derived based on this, and by providing a keyword ranking analysis service on the global open market network based on this, a service providing device that facilitates understanding the exposure status of keyword-based products and establishing a sales strategy A method of operation may be provided.

Accordingly, the present invention shortens the seller's simple and repetitive work time, enables the quick collection of necessary information in the online market, and provides a sales strategy and insight to the seller, providing a service that can contribute to increase sales A device and an operating method thereof can be provided.

In particular, according to an embodiment of the present invention, it is possible to provide a keyword collection automation tool to small business owners and companies lacking know-how in the global open market network, and to You can receive historical analysis of exposure rankings after work, and you can advance your sales strategy by historically data on additional work strategies.

In addition, according to an embodiment of the present invention, it is possible to check which search keyword among the search keywords matched with the product more contributes to product sales, thereby bringing about the effect of being able to proceed with a more sophisticated target marketing.

1 is a conceptual diagram schematically illustrating an entire system according to an embodiment of the present invention.
2 is a block diagram specifically illustrating an inventory management service providing apparatus according to an embodiment of the present invention.
3 is a block diagram for specifically explaining an apparatus for providing a keyword ranking analysis service according to an embodiment of the present invention.
4 is a flowchart illustrating an operation of an apparatus for providing an inventory management service according to an embodiment of the present invention.
5 is an exemplary diagram for explaining a monitoring interface according to an embodiment of the present invention.
6 is a flowchart illustrating an operation of an apparatus for providing a keyword ranking analysis service according to an embodiment of the present invention.
7 is an exemplary diagram for explaining a monitoring interface according to an embodiment of the present invention.

The following is merely illustrative of the principles of the invention. Therefore, those skilled in the art will be able to devise various devices that, although not explicitly described or shown herein, embody the principles of the present invention and are included within the spirit and scope of the present invention. Further, it is to be understood that all conditional terms and examples listed herein are, in principle, expressly intended solely for the purpose of enabling the concept of the present invention to be understood, and not limited to the specifically enumerated embodiments and states as such. should be

Moreover, it is to be understood that all detailed description reciting the principles, aspects, and embodiments of the invention, as well as specific embodiments, are intended to cover structural and functional equivalents of such matters. It should also be understood that such equivalents include not only currently known equivalents, but also equivalents developed in the future, i.e., all devices invented to perform the same function, regardless of structure.

Thus, for example, the block diagrams herein are to be understood as representing conceptual views of illustrative circuitry embodying the principles of the present invention. Similarly, all flowcharts, state transition diagrams, pseudo code, etc. may be tangibly embodied on computer-readable media and be understood to represent various processes performed by a computer or processor, whether or not a computer or processor is explicitly shown. should be

In addition, the clear use of terms presented as processor, control, or similar concepts should not be construed as exclusively referring to hardware having the ability to execute software, and without limitation, digital signal processor (DSP) hardware, ROM for storing software. It should be understood to implicitly include (ROM), RAM (RAM) and non-volatile memory. Other common hardware may also be included.

The above objects, features and advantages will become more apparent through the following detailed description in relation to the accompanying drawings, and accordingly, those of ordinary skill in the art to which the present invention pertains can easily implement the technical idea of the present invention. There will be. In addition, in the description of the present invention, if it is determined that a detailed description of a known technology related to the present invention may unnecessarily obscure the gist of the present invention, the detailed description thereof will be omitted.

Hereinafter, a preferred embodiment according to the present invention will be described in detail with reference to the accompanying drawings.

1 is a diagram schematically illustrating an entire system according to an embodiment of the present invention.

Referring to FIG. 1 , the system according to an embodiment of the present invention includes a search server 500 , a keyword-based ranking analysis service providing device 600 , an inventory management service providing device 100 , and a global open market network server 200 . , including a seller terminal 300 and a buyer terminal 400 .

More specifically, the global open market network server 200 may be a server of a global network company that provides a global shopping mall or an online marketplace, and may be a single server device or a distributed server formed by a cloud-based network. can

In addition, the global open market network server 200 may provide various product sales management services using an open API, and sales product information based on seller information and product management information registered from the user terminal 300 based on the API. can be registered and shared to the purchaser terminal 400 , and a service of receiving a purchase request from the purchaser terminal 400 and delivering it to the user terminal 300 can be performed.

In addition, the inventory management service providing apparatus 100 and the keyword-based ranking analysis service providing apparatus 600 according to an embodiment of the present invention may be configured as a service system 1000 according to an embodiment of the present invention, and each separated It may be implemented as a server or may be modularized and constructed as a server system constituting one server. Accordingly, the service providing system 1000 according to an embodiment of the present invention provides various sales through one service providing system operation in which the inventory management service providing device 100 and the keyword-based ranking analysis service providing device 600 are organically combined. Management services can be provided.

In addition, the seller terminal 300 or the buyer terminal 400 is a general user terminal, including a computer, a mobile phone, a smart phone, a laptop computer, a digital broadcasting terminal, PDA (Personal Digital Assistants), etc. However, the present invention is not limited thereto, and other devices may be various devices capable of user input and information display.

Meanwhile, the search server 500 provides searchable related keyword information related to product sales information such as product classification and information, brand, and purpose in response to product sales information registered through the global open market network server 200 . It may be one or more search service servers.

For example, the search server 500 may be an external network server that provides a separate search service, or may be a global open market search server linked to the global open market network server 200 . According to an embodiment, the search server 500 may be included in the global open market network server 200 .

In addition, the search server 500, the keyword-based ranking analysis service providing apparatus 600, the inventory management service providing apparatus 100, the global open market network server 200, the seller terminal 300 and the buyer terminal 400 are network can be connected by wire or wirelessly, and for mutual communication between networks, each search server 500, keyword-based ranking analysis service providing device 600, inventory management service providing device 100, global open market network server 200 ), the seller terminal 300 and the buyer terminal 400 are Internet networks, LANs, WANs, PSTN (Public Switched Telephone Network), PSDN (Public Switched Data Network), cable TV network, WIFI, mobile communication network and other wireless communication networks, etc. data can be transmitted and received. In addition, the search server 500, the keyword-based ranking analysis service providing device 600, the inventory management service providing device 100, the global open market network server 200, the seller terminal 300, and the buyer terminal 400 are Each communication module for communicating with a protocol corresponding to each communication network may be included.

In such a system, the seller terminal 300, when the service is registered in the inventory management service providing device 100, inventory management using the inventory storage unit information collected using the API of the global open market network server 200 By receiving the service data-based inventory management monitoring interface and outputting it through a display or the like, the inventory management service of the inventory management service providing apparatus 100 may be provided.

More specifically, the inventory management service providing apparatus 100 registers the seller information received from one or more seller terminals 300 , and provides a global open market API, a global open market built in the global open market network server 200 . Open market API service information based on preset inventory storage unit information may be collected from the market network.

The inventory management service providing apparatus 100 may collect product information registered in the global open market network in response to the seller information by using the API service information, and based on the product information, Management service data can be processed.

Accordingly, the inventory management service providing apparatus 100 provides the inventory management monitoring interface using the inventory management service data to the one or more seller terminals 300 .

Here, the inventory management monitoring interface may include a sales strategy using the sales information data analysis of the seller terminal 300 and inventory strategy information, and the inventory management service data may be analyzed based on various analysis tools such as AI. In particular, the user of the seller terminal 300 does not need a separate API or specialized knowledge about the inventory storage unit information of the global open market network server 200, and the inventory and quantity for each global open market network server 200 Management can be automatically and conveniently provided on the screen interface.

On the other hand, the seller terminal 300, when the service is registered in the keyword-based ranking analysis service providing device 600, the ranking analysis based on keyword information corresponding to the seller's product sales information collected from the global open market network server 200 By receiving the service interface and outputting it through a display or the like, the keyword-based ranking analysis service of the keyword-based ranking analysis service providing apparatus 600 may be provided.

Specifically, the keyword-based ranking analysis service providing apparatus 600 registers seller information received from one or more seller terminals 300, obtains sales product information corresponding to the seller information from a global open market network, and Crawling related keyword information corresponding to selling product information, collecting search result information in the global open market network based on the related keyword information, and ranking keywords with the seller terminal according to matching analysis of the search result information We can provide analysis services.

Accordingly, the keyword-based ranking analysis service providing apparatus 600 provides the keyword-based ranking analysis interface using the keyword-based ranking analysis service data to the one or more seller terminals 300 .

Here, the keyword-based ranking analysis interface provides a keyword search amount check service corresponding to the product sold by the seller terminal 300, an open market keyword ranking check service, an open market search top exposure guide, and an open market product name automatic creation or recommendation service. may be included, and the keyword-based ranking analysis service data may be analyzed based on various analysis tools such as AI.

2 is a block diagram specifically illustrating an inventory management service providing apparatus according to an embodiment of the present invention.

Referring to FIG. 2 , the inventory management service providing apparatus 100 according to an embodiment of the present invention includes a control unit 110 , a communication unit 120 , an inventory data collection unit 130 , a management information processing unit 140 , and analysis data It includes a processing unit 150 , a monitoring interface processing unit 160 , a service providing unit 170 , a user information management unit 190 , and a product management database 180 .

First, the controller 110 controls the overall operation of each component of the inventory management service providing apparatus 100, and may include one or more microprocessors for this.

And, the communication unit 120, one or more communications for communicating with the seller terminal 300 or the global open market network server 200, or communicating with the network in which the seller terminal 300 or the global open market network server 200 is located contains modules.

Here, the communication unit 120 is a type connected through a wireless or wired method through a local area network (LAN) and an Internet network, a type connected through a USB (Universal Serial Bus) port, such as 3G, 4G, 5G A type of connection through a mobile communication network, a type of connection through a short-range wireless communication method such as a Bluetooth standard, Near Field Communication (NFC), Radio Frequency Identification (RFID), Wi-Fi standard, etc. are possible.

In addition, the communication unit 120 may receive seller registration information of the seller for providing the inventory management service from the seller terminal 300 , and the user information management unit 190 registers the seller information according to the received seller registration information. and may perform seller management processing corresponding to the registered seller information.

In addition, the data collection unit 130 collects open market API service information based on preset store keeping unit (SKU) information from the global open market network in response to a seller whose seller information is registered.

More specifically, a typical global open market network may use inventory storage unit (SKU) information as inventory management unit information usable in APIs handled by each open market network. The seller terminal 300 may register the product for sale in the global open market network server 200 in the form of an inventory file, and unique inventory storage unit information corresponding to all products included in the inventory file may be determined.

In addition, the stock file may include price, quantity, delivery preparation time, packaging option, offer characteristic information, and order processing channel information corresponding to the inventory storage unit information, and the stock file is each global open market network server 200 . It can be created based on a preset template provided by . The global open market network server 200 may provide product information to the purchaser terminal 400 based on the stock file and transmit a purchase request received from the purchaser terminal 400 to the seller terminal 300 .

Accordingly, unique inventory storage unit information may be assigned to all products registered in the global open market network server 200 in the seller terminal 300 , and a stock file including new inventory storage unit information is stored in the global open market network server Each time it is uploaded to 200, a new record may be uniquely created in the product catalog.

The global open market network server 200 may provide API services related to product information registration and change based on the inventory management unit information of the stock file, but the seller terminal 300 cannot easily utilize these APIs as well as However, even simple statistical inventory management is difficult.

Accordingly, when the open market API service information of the global open market network server 200 used by the seller is collected in the data collection unit 130, the management information processing unit 140 automatically uses the API service information. In response to the seller information, it collects, stores, and manages all sales product information registered as a whole in the global open market network.

And, the analysis data processing unit 150, based on the product information, may process the inventory management service data based on statistical analysis and machine learning analysis of product information, the monitoring interface processing unit 160 is the inventory management service You can configure an inventory management monitoring interface using data.

In addition, the service providing unit 170 may provide the inventory management monitoring interface information to the one or more seller terminals. Accordingly, in the seller terminal 300 , only the seller information of the global open market network server 200 is in advance. By registering, you can receive global open market network integrated inventory management services such as integrated management of the entire inventory status using the global open market API and prediction of inventory exhaustion.

Meanwhile, the product management database 180 processes the storage and management of the aforementioned seller information, global open market API service information, sales product information, inventory management service data, inventory management monitoring interface information, and the like, and stores one or more for this. media may be included.

Accordingly, the inventory management service providing apparatus 100 according to an embodiment of the present invention pre-builds the overall product management database 180 for the global open market network server 200, and a request from the seller terminal 300 In accordance with this, a data mart (MART) service that processes and provides related data may be provided.

3 is a block diagram for specifically explaining an apparatus for providing a keyword-based ranking analysis service according to an embodiment of the present invention.

Referring to FIG. 2 , the apparatus 600 for providing a keyword-based ranking analysis service according to an embodiment of the present invention includes a control unit 610 , a communication unit 620 , a keyword information crawling unit 630 , and a search result collection unit 640 . , an analysis data processing unit 650 , an interface processing unit 660 , a service providing unit 670 , and a keyword management database 680 .

First, the controller 610 controls the overall operation of each component of the apparatus 600 for providing a keyword-based ranking analysis service, and may include one or more microprocessors for this purpose.

And, the communication unit 620, one or more communications for communicating with the seller terminal 300 or the global open market network server 200, or communicating with the network in which the seller terminal 300 or the global open market network server 200 is located. contains modules.

Here, the communication unit 620 is a type connected through a wireless or wired method through a local area network (LAN) and an Internet network, a type connected through a USB (Universal Serial Bus) port, such as 3G, 4G, 5G A type of connection through a mobile communication network, a type of connection through a short-range wireless communication method such as a Bluetooth standard, Near Field Communication (NFC), Radio Frequency Identification (RFID), Wi-Fi standard, etc. are possible.

In addition, the communication unit 620 may receive the seller registration information of the seller for providing the keyword-based ranking analysis service from the seller terminal 300, and the user information management unit 690, the seller information according to the received seller registration information The registration process may be performed, and the seller management process corresponding to the registered seller information may be performed.

In addition, the keyword information crawling unit 630, in response to the seller for which seller information is registered, from the global open market network, is registered as a whole in the global open market network based on preset Store Keeping Unit (SKU) information. All product information for sale is acquired, and related keyword information corresponding to the product information is crawled from the search server 500 .

The keyword information crawling unit 630 may collect related keyword information corresponding to sales product information of the search server 500 by, for example, a web crawling method, and web crawling is a web crawling method of content existing on the web. As a series of processes of collecting (documents, images, photos, etc.), it may include a process of importing an HTML page and parsing the collected HTML and CSS to extract only necessary data. To this end, the keyword information crawler 630 may crawl keyword information by transmitting a Python-based search request to the search server 500 and filtering the search results. The crawled keyword information may be stored in the keyword management database 680 .

The search result collection unit 640 collects keyword search results of product information for sale found in the global open market network by using the crawled keyword information.

Since the search result collection unit 640 uses crawled keyword information, even if the number of keywords for a specific sale product increases, the seller does not have to directly search for keywords and directly process a series of new input operations, and in a short time It is possible to collect keyword results.

And, the analysis data processing unit 650 may process the keyword-based ranking analysis service data based on statistical analysis and machine learning analysis of product information, based on the product information, and the interface processing unit 660 is the keyword-based A keyword-based ranking analysis interface using ranking analysis service data can be configured. Here, the ranking analysis interface may include a list of related keywords related to a product, an inflow amount check, a product rank check for each keyword list, a ranking analysis-based open market product name automatic generation service interface, and the like.

In addition, the service providing unit 670 may provide the keyword-based ranking analysis interface information to the one or more seller terminals. Accordingly, only the seller information of the global open market network server 200 in the seller terminal 300 is provided. If you pre-register, you can receive various keyword ranking analysis services, such as deriving related keywords using product sales information registered in the global open market and analyzing the amount of search word inflow for each keyword list according to keyword-based ranking analysis processing.

More specifically, the analysis data processing unit 650 calculates, among the search results collected by the search result collection unit 640 , the search amount and expected performance for each related keyword matched with one main keyword set in response to product information for sale. The automatic classification search may be performed, and the automatic classification search result may be included in the keyword-based ranking analysis interface information.

In addition, the analysis data processing unit 650 may analyze the search amount prediction result corresponding to the keyword additionally registered by the user, and include the analyzed prediction result in the keyword-based ranking analysis interface information.

Accordingly, the user may be provided with the search amount prediction information of the keyword related to the sold product to the seller terminal 300 manually or automatically according to a desired method.

In addition, all of the search results for each keyword may be stored and updated in the keyword management database 680, and the user of the seller terminal 300 may check the results through the keyword ranking analysis interface, and keywords with high search volume and good exposure This makes it easy to establish marketing and sales strategies.

In addition, the analysis data processing unit 650 may calculate a product name and keyword combination corresponding to the product name registration rule stipulated in the open market network by using the keyword search result data, and use the calculated product name and keyword combination information. It may be included in the keyword-based ranking analysis interface information.

Accordingly, the seller may increase the search exposure result at the time of registering the product name, and as a result, increase the purchase of the customer.

In addition, the service providing unit 670 may provide the collected keyword search results to the seller terminal 300 as daily ranking information in the form of a dashboard interface, and provide the seller to intuitively recognize the product exposure ranking. can

Meanwhile, the product management database 680 processes storage and management of the aforementioned keyword information, search result information, analysis data information, interface information, and the like, and may include one or more storage media for this.

Accordingly, the apparatus 600 for providing a keyword-based ranking analysis service according to an embodiment of the present invention pre-builds the overall keyword management database 680 for the global open market network server 200, and from the seller terminal 300 It is also possible to provide a data mart (MART) service that processes and provides related data upon request.

4 is a flowchart illustrating an operation of a service providing apparatus according to an embodiment of the present invention.

Referring to FIG. 4 , the inventory management service providing apparatus 100 according to an embodiment of the present invention registers seller terminals received from one or more seller terminals ( S101 ).

Then, the inventory management service providing apparatus 100 collects the open market API service information based on preset inventory storage unit information from the global open market network that provides the global open market API ( S103 ).

Thereafter, the inventory management service providing apparatus 100 collects product information for sale registered in the global open market network in response to the seller information by using the API service information (S105).

Then, the inventory management service providing apparatus 100 processes the inventory management service data based on the sales product information (S107).

Thereafter, the inventory management service providing apparatus 100 provides the inventory management monitoring interface using the inventory management service data to the one or more seller terminals 300 ( S109 ).

5 is an exemplary diagram for explaining a monitoring interface according to an embodiment of the present invention.

As shown in FIG. 5 , the monitoring interface according to an embodiment of the present invention may include a screen interface provided by the inventory management service providing apparatus 100 and output from the seller terminal 300 , and The analysis data processing unit 150 may include an analysis item dashboard interface of at least one of the total inventory status, the total sales status, the inventory exhaustion trend, and the inventory management manager calculated according to the analysis processing in the analysis data processing unit 150 .

As shown in FIG. 5 , the analysis data processing unit 150 may calculate the total inventory status and total sales status information from product information sold, and inventory exhaustion trend and schedule manager information from inventory status information and sales status information may be calculated and transmitted to the monitoring interface processing unit 160 .

More specifically, the analysis data processing unit 150 may predict the inventory exhaustion schedule by calculating the daily sales compared to the current inventory status. A method of applying a preset prediction function or applying a function of a prediction model built by various known machine learning algorithms may be used to predict the inventory exhaustion schedule of the analysis data processing unit 150 .

In addition, the analysis data processing unit 150 processes the schedule manager information corresponding to the inventory exhaustion schedule together with the inventory exhaustion trend information when the inventory exhaustion trend and inventory exhaustion schedule information are confirmed from the analysis result, and the monitoring interface processing unit 160 ) can be passed as The schedule manager information may include, for example, a product distribution management notification based on inventory trend information, a sales management notification, and the like.

Accordingly, the monitoring interface processing unit 160 generates a monitoring interface including inventory status information, sales status information, inventory exhaustion trend information, and schedule manager information to provide to the seller terminal 300 through the service providing unit 170. can

Also, the service providing unit 170 may provide schedule guide information of the inventory management manager through a pre-registered separate transmission path (e-mail, messenger, etc.) in response to the seller terminal 300 .

6 is a flowchart illustrating an operation of an apparatus for providing a keyword-based ranking analysis service according to an embodiment of the present invention.

Referring to FIG. 6 , the apparatus 600 for providing a keyword-based ranking analysis service according to an embodiment of the present invention registers a seller terminal received from one or more seller terminals (S201).

Then, the keyword-based ranking analysis service providing apparatus 600 obtains product information for sale corresponding to the seller information from the global open market network that provides the global open market API (S203).

Thereafter, the keyword-based ranking analysis service providing apparatus 600 crawls related keyword information corresponding to the selling product information from the search server 500 ( S205 ).

And, the keyword-based ranking analysis service providing device 600, based on the keyword information, collects search result information in the global open market network (S207).

Thereafter, the keyword-based ranking analysis service providing apparatus 600 provides a keyword ranking analysis service interface to the seller terminal according to the matching analysis of the search result information (S209).

7 is an exemplary diagram for explaining a service interface according to an embodiment of the present invention.

As shown in FIG. 7 , the service interface according to an embodiment of the present invention may include a screen interface that is provided by the keyword-based ranking analysis service providing device 600 and is output from the seller terminal 300 , and sells products. Analysis of information at least one function item among the keyword search amount calculated according to the analysis processing in the data processing unit 650, the open market keyword ranking check, the open market search top exposure guide, and the open market product name automatic creation/recommendation function interface It may include a dashboard interface.

As shown in FIG. 7 , the analysis data processing unit 650 may provide search amount inquiry information for each related keyword corresponding to the main keyword to the seller terminal 300 through the keyword ranking analysis interface.

In addition, the analysis data processing unit 650 processes the open market keyword search result information or keyword search ranking information corresponding to the keyword information to process the interface generated through the interface processing unit 660 to the seller terminal through the service providing unit 670 . (300) can be provided.

In addition, the analysis data processing unit 650 processes guide information for recommending keywords advantageous for upper exposure in response to the open market search results, and provides a guide interface generated through the interface processing unit 660 to the service providing unit 670 . It can be provided to the seller terminal 300 through.

In addition, the analysis data processing unit 650 processes the product name automatic generation/recommendation information that recommends the product name and related keywords advantageous for upper exposure in response to the open market search result, and the product name generated through the interface processing unit 660 . An automatically generated/recommended interface may be provided to the seller terminal 300 through the service providing unit 670 .

The method according to the present invention described above may be produced as a program to be executed by a computer and stored in a computer-readable recording medium. Examples of the computer-readable recording medium include ROM, RAM, CD-ROM, magnetic tape. , floppy disks, and optical data storage devices.

The computer-readable recording medium is distributed in a network-connected computer system, so that the computer-readable code can be stored and executed in a distributed manner. In addition, functional programs, codes, and code segments for implementing the method can be easily inferred by programmers in the art to which the present invention pertains.

In addition, although preferred embodiments of the present invention have been illustrated and described above, the present invention is not limited to the specific embodiments described above, and the technical field to which the present invention belongs without departing from the gist of the present invention as claimed in the claims Various modifications are possible by those of ordinary skill in the art, and these modifications should not be individually understood from the technical spirit or perspective of the present invention.

Claims (16)

registering seller information received from one or more seller terminals;
Collecting open market API service information based on preset inventory storage unit information from a global open market network that provides a global open market API;
collecting product information registered in the global open market network in response to the seller information by using the API service information;
Based on the product information, processing inventory management service data;
providing an inventory management monitoring interface using the inventory management service data to the one or more seller terminals through a service interface;
crawling related keyword information corresponding to the sold product information;
collecting search result information in the global open market network based on the related keyword information; and
Comprising the step of providing a keyword ranking analysis service corresponding to the inventory management service data to the seller terminal through the service interface according to the matching analysis of the search result information
How the service delivery system works. According to claim 1,
The inventory storage unit information is inventory management unit information available only in the API provided by the global open market network.
How the service delivery system works. 3. The method of claim 2,
The sales product information registered in the global open market network is registered in the format of a stock file, and unique inventory storage unit information corresponding to each of all sales products is determined, respectively.
How the service delivery system works. 4. The method of claim 3,
The inventory file includes at least one of price, quantity, delivery preparation time, packaging option, offer characteristic information, and order processing channel information corresponding to inventory storage unit information
How the service delivery system works. 5. The method of claim 4,
The inventory management monitoring interface is
Including at least one of inventory status information, sales status information, inventory exhaustion trend information, and schedule manager information acquired according to the analysis of the sales product information
How the service delivery system works. 6. The method of claim 5,
The stock depletion trend information is
From the product information for sale, the daily sales volume is calculated compared to the current inventory status and includes information on the predicted stock exhaustion trend.
How the service delivery system works. 7. The method of claim 6,
Predicting the inventory exhaustion trend by applying a function of a prediction model built by a preset machine learning algorithm from the daily sales compared to the current inventory status; and
Further comprising the step of providing schedule guide information corresponding to the inventory exhaustion trend through a preset transmission path in response to the seller information
How the service delivery system works. According to claim 1,
The ranking analysis service is based on a search amount information service for each related keyword corresponding to the main keyword, a search ranking information service for each related keyword corresponding to the main keyword, and a related keyword corresponding to the main keyword. Including at least one of a search top exposure guide information service in the global open market network, an automatic creation of a product name in the global open market network based on a related keyword corresponding to the main keyword, or a recommendation service
How the service delivery system works. Global open market service that collects open market API service information based on preset inventory storage unit information from a user information management unit that registers seller information received from one or more seller terminals and a global open market network that provides a global open market API An information collection unit, a product information collection unit for collecting product information registered in the global open market network in response to the seller information by using the API service information, and inventory management service data based on the product information data processing unit to process; And Inventory management service providing device comprising a service provider for providing the inventory management monitoring interface using the inventory management service data to the one or more seller terminals; and
Crawling related keyword information corresponding to the sold product information, collecting search result information in the global open market network based on the related keyword information, and sending the search result information to the seller terminal according to matching analysis A keyword ranking analysis service providing device for providing a keyword ranking analysis service corresponding to the inventory management service data through the service interface
service delivery system. 10. The method of claim 9,
The inventory storage unit information is inventory management unit information available only in the API provided by the global open market network.
service delivery system. 11. The method of claim 10,
The sales product information registered in the global open market network is registered in the format of a stock file, and unique inventory storage unit information corresponding to each of all sales products is determined, respectively.
service delivery system. 12. The method of claim 11,
The inventory file includes at least one of price, quantity, delivery preparation time, packaging option, offer characteristic information, and order processing channel information corresponding to inventory storage unit information
service delivery system. 13. The method of claim 12,
The inventory management monitoring interface is
Including at least one of inventory status information, sales status information, inventory exhaustion trend information, and schedule manager information acquired according to the analysis of the sales product information
service delivery system. 14. The method of claim 13,
The stock depletion trend information is
From the product information for sale, the daily sales volume is calculated compared to the current inventory status and includes information on the predicted stock exhaustion trend.
service delivery system. 15. The method of claim 14,
The data processing unit, from the daily sales compared to the current inventory status, by applying a function of a prediction model built by a preset machine learning algorithm to predict the inventory exhaustion trend,
The service providing unit provides schedule guide information corresponding to the inventory exhaustion trend through a preset transmission path in response to the seller information
service delivery system. 16. The method of claim 15,
The ranking analysis service is based on a search amount information service for each related keyword corresponding to the main keyword, a search ranking information service for each related keyword corresponding to the main keyword, and a related keyword corresponding to the main keyword. Including at least one of a search top exposure guide information service in the global open market network, an automatic creation of a product name in the global open market network based on a related keyword corresponding to the main keyword, or a recommendation service
service delivery system.

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