PROJECT THEME: SHOPPING OPTIMIZATION
PROJECT TYPE: SELF-MOTIVATED PROJECT
PROJECT OUTCOME: PROTOTYPE OF RETAILRADAR APP

PROJECT THEME: SHOPPING OPTIMIZATION
PROJECT TYPE: SELF-MOTIVATED PROJECT
PROJECT OUTCOME: PROTOTYPE OF RETAILRADAR APP

PROJECT THEME: SHOPPING OPTIMIZATION
PROJECT TYPE: SELF-MOTIVATED PROJECT
PROJECT OUTCOME: PROTOTYPE OF RETAILRADAR APP

BACKGROUND

BACKGROUND

Living near the world's largest Walmart, the Albany Supercenter, often led to lengthy shopping trips in search of items, especially unfamiliar ones. This prompted me to observe shoppers, revealing a common issue: many spent significant time searching for products. This inefficiency in the shopping process highlighted a broader problem - people wasted valuable time navigating the store when it could be better spent.

Living near the world's largest Walmart, the Albany Supercenter, often led to lengthy shopping trips in search of items, especially unfamiliar ones. This prompted me to observe shoppers, revealing a common issue: many spent significant time searching for products. This inefficiency in the shopping process highlighted a broader problem - people wasted valuable time navigating the store when it could be better spent.

Living near the world's largest Walmart, the Albany Supercenter, often led to lengthy shopping trips in search of items, especially unfamiliar ones. This prompted me to observe shoppers, revealing a common issue: many spent significant time searching for products. This inefficiency in the shopping process highlighted a broader problem - people wasted valuable time navigating the store when it could be better spent.

SHOPPERS' CHALLENGES

SHOPPERS' CHALLENGES

fed up with wasting time searching

fed up with wasting time searching

fed up with wasting time searching

wondering if items are out of stock

wondering if items are out of stock

wondering if items are out of stock

frustrated with circling for items

frustrated with circling for items

frustrated with circling for items

embarrassed to ask others for directions

embarrassed to ask others for directions

embarrassed to ask others for directions

SHOPPING EFFICIENCY RESEARCH

SHOPPING EFFICIENCY RESEARCH

25min+

25min+

25min+

On average, a shopping trip to a Walmart store could take anywhere from 25 minutes to over an hour.

On average, a shopping trip to a Walmart store could take anywhere from 25 minutes to over an hour.

On average, a shopping trip to a Walmart store could take anywhere from 25 minutes to over an hour.

15min+

15min+

15min+

On average, shoppers spend around 15 minutes or more searching for items in Walmart.

On average, shoppers spend around 15 minutes or more searching for items in Walmart.

On average, shoppers spend around 15 minutes or more searching for items in Walmart.

60%

60%

60%

Conducted at the Albany Supercenter, my study involving 50 individuals spanning diverse genders and age groups unveiled that almost 60% of shoppers' time is allocated to searching for items, rather than adopting efficient navigation and purposeful shopping strategies.

Conducted at the Albany Supercenter, my study involving 50 individuals spanning diverse genders and age groups unveiled that almost 60% of shoppers' time is allocated to searching for items, rather than adopting efficient navigation and purposeful shopping strategies.

Conducted at the Albany Supercenter, my study involving 50 individuals spanning diverse genders and age groups unveiled that almost 60% of shoppers' time is allocated to searching for items, rather than adopting efficient navigation and purposeful shopping strategies.

SHOPPING EFFICIENCY RESEARCH

SHOPPING EFFICIENCY RESEARCH

1962
Old Walmart Store

1962
Old Walmart Store

1962
Old Walmart Store

  • Limited product selection (few thousand items)

  • Limited product selection (few thousand items)

  • Limited product selection (few thousand items)

  • Shorter shopping trips (15-30 minutes)

  • Shorter shopping trips (15-30 minutes)

  • Shorter shopping trips (15-30 minutes)

  • An efficient yet somewhat inconvenient shopping process due to limit products

  • An efficient yet somewhat inconvenient shopping process due to limit products

  • An efficient yet somewhat inconvenient shopping process due to limit products

2023
Modern Walmart Supercenter

2023
Modern Walmart Supercenter

2023
Modern Walmart Supercenter

  • Vast inventory (100,000 to 150,000+ items)

  • Vast inventory (100,000 to 150,000+ items)

  • Vast inventory (100,000 to 150,000+ items)

  • Longer shopping trips (25 minutes to an hour)

  • Longer shopping trips (25 minutes to an hour)

  • Longer shopping trips (25 minutes to an hour)

  • 'Paradox of choice' effect (complex decision-making, time-consuming)

  • 'Paradox of choice' effect (complex decision-making, time-consuming)

  • 'Paradox of choice' effect (complex decision-making, time-consuming)

  • Potential customer dissatisfaction

  • Potential customer dissatisfaction

  • Potential customer dissatisfaction

My Takeaways

My Takeaways

Comparing old Walmart stores to modern Walmart Supercenters, we see significant differences. In 1962, the inaugural Walmart store offered a more limited product selection, resulting in shorter but efficient shopping trips. Today, Walmart Supercenters feature a significantly larger inventory, reflecting the evolution of retail. However, this abundance of choice comes with the 'paradox of choice' effect, complicating decision-making, consuming time, and often leaving customers less satisfied. In modern Walmart stores, customers also spend extra time searching for items, leading to longer shopping durations that can diminish the efficiency of the modern shopping experience.

Comparing old Walmart stores to modern Walmart Supercenters, we see significant differences. In 1962, the inaugural Walmart store offered a more limited product selection, resulting in shorter but efficient shopping trips. Today, Walmart Supercenters feature a significantly larger inventory, reflecting the evolution of retail. However, this abundance of choice comes with the 'paradox of choice' effect, complicating decision-making, consuming time, and often leaving customers less satisfied. In modern Walmart stores, customers also spend extra time searching for items, leading to longer shopping durations that can diminish the efficiency of the modern shopping experience.

Comparing old Walmart stores to modern Walmart Supercenters, we see significant differences. In 1962, the inaugural Walmart store offered a more limited product selection, resulting in shorter but efficient shopping trips. Today, Walmart Supercenters feature a significantly larger inventory, reflecting the evolution of retail. However, this abundance of choice comes with the 'paradox of choice' effect, complicating decision-making, consuming time, and often leaving customers less satisfied. In modern Walmart stores, customers also spend extra time searching for items, leading to longer shopping durations that can diminish the efficiency of the modern shopping experience.

OVERSTOCK PROBLEM

OVERSTOCK PROBLEM

The shift in shopping dynamics within modern Walmart is further exacerbated by the overstock problem, as exemplified by retailers like Walmart during the pandemic. Entailing several challenges:

The shift in shopping dynamics within modern Walmart is further exacerbated by the overstock problem, as exemplified by retailers like Walmart during the pandemic. Entailing several challenges:

The shift in shopping dynamics within modern Walmart is further exacerbated by the overstock problem, as exemplified by retailers like Walmart during the pandemic. Entailing several challenges:

  • Choice Overload: Too much inventory overwhelms shoppers, causing decision fatigue.

  • Choice Overload: Too much inventory overwhelms shoppers, causing decision fatigue.

  • Choice Overload: Too much inventory overwhelms shoppers, causing decision fatigue.

  • Food Waste: Overstocked perishables lead to resource waste and ethical concerns.

  • Food Waste: Overstocked perishables lead to resource waste and ethical concerns.

  • Food Waste: Overstocked perishables lead to resource waste and ethical concerns.

  • Resource Strain: Surplus items strain storage, labor, and supply chains.

  • Resource Strain: Surplus items strain storage, labor, and supply chains.

  • Resource Strain: Surplus items strain storage, labor, and supply chains.

  • Environmental Impact: Excess stock increases emissions, harming the environment.

  • Environmental Impact: Excess stock increases emissions, harming the environment.

  • Environmental Impact: Excess stock increases emissions, harming the environment.

  • Financial Losses: Retailers cut prices to clear overstock, impacting profits.

  • Financial Losses: Retailers cut prices to clear overstock, impacting profits.

  • Financial Losses: Retailers cut prices to clear overstock, impacting profits.

TARGET USER

TARGET USER

David Chen
store manager

David Chen
store manager

“In my role as a manager, RetailRadar gives me valuable insights into inventory and sales, enhancing overall store management and ensuring a smooth supply chain. The real-time analytics, with sold-out warnings and low-stock alerts, empower me to make data-driven decisions, optimize stock levels, and allocate resources efficiently.”

“In my role as a manager, RetailRadar gives me valuable insights into inventory and sales, enhancing overall store management and ensuring a smooth supply chain. The real-time analytics, with sold-out warnings and low-stock alerts, empower me to make data-driven decisions, optimize stock levels, and allocate resources efficiently.”

Chris Mitchell
store employee

Chris Mitchell
store employee

“Working at the store, RetailRadar becomes a game-changer, boosting my customer service skills. It helps me find items, check stock, offer personalized recommendations, and the 'Help' function ensures I promptly assist customers. In the end, RetailRadar takes our customer experience to the next level.”

“Working at the store, RetailRadar becomes a game-changer, boosting my customer service skills. It helps me find items, check stock, offer personalized recommendations, and the 'Help' function ensures I promptly assist customers. In the end, RetailRadar takes our customer experience to the next level.”

Ryan Turner
regular customer

Ryan Turner
regular customer

“As someone who shops regularly, RetailRadar really steps up my game. It links smoothly with major stores like Walmart, Target, Best Buy, and more. It helps me find items faster, makes the whole process smoother, throws in personalized recommendations, and even suggests alternatives when something's out of stock. It just makes my shopping trips way more convenient and enjoyable.”

“As someone who shops regularly, RetailRadar really steps up my game. It links smoothly with major stores like Walmart, Target, Best Buy, and more. It helps me find items faster, makes the whole process smoother, throws in personalized recommendations, and even suggests alternatives when something's out of stock. It just makes my shopping trips way more convenient and enjoyable.”

Elena Wong
frequent traveler

Elena Wong
frequent traveler

“As a young woman on the go, RetailRadar is my secret weapon. It takes away the stress of navigating unfamiliar stores, saving me precious time for a hassle-free 'grab-and-go' experience. Not only does it help me stay on budget with quick price comparisons and sweet deals on must-haves, but it also gives me the confidence to shop independently. RetailRadar makes my travel shopping a breeze!”

“As a young woman on the go, RetailRadar is my secret weapon. It takes away the stress of navigating unfamiliar stores, saving me precious time for a hassle-free 'grab-and-go' experience. Not only does it help me stay on budget with quick price comparisons and sweet deals on must-haves, but it also gives me the confidence to shop independently. RetailRadar makes my travel shopping a breeze!”

Eleanor Thompson
individual with differing abilities

Eleanor Thompson
individual with differing abilities

“Being someone with disabilities, RetailRadar is a real blessing for me. It takes care of the little things, like picking the shortest routes and suggesting items on lower shelves. It makes my shopping experience more comfortable and inclusive by highlighting accessible facilities if they're available. RetailRadar isn't just a tool; it's a personal helper that understands my needs and makes shopping a breeze.”

“Being someone with disabilities, RetailRadar is a real blessing for me. It takes care of the little things, like picking the shortest routes and suggesting items on lower shelves. It makes my shopping experience more comfortable and inclusive by highlighting accessible facilities if they're available. RetailRadar isn't just a tool; it's a personal helper that understands my needs and makes shopping a breeze.”

EVALUATION OF CURRENT SOLUTIONS

EVALUATION OF CURRENT SOLUTIONS

Store Layout Optimization

Store Layout Optimization

Costco, IKEA, Target and other stores were investing in optimizing store layouts to make it easier for customers to find what they're looking for. This includes rearranging shelves, grouping related items together, and providing clear signage.

Costco, IKEA, Target and other stores were investing in optimizing store layouts to make it easier for customers to find what they're looking for. This includes rearranging shelves, grouping related items together, and providing clear signage.

Costco, IKEA, Target and other stores were investing in optimizing store layouts to make it easier for customers to find what they're looking for. This includes rearranging shelves, grouping related items together, and providing clear signage.

Pros

Pros

  • Improved customer experience

  • Improved customer experience

  • Improved customer experience

  • More efficient space utilization

  • More efficient space utilization

Cons

Cons

  • High implementation costs

  • High implementation costs

  • Staff training required

  • Staff training required

  • Space constraints in place

  • Space constraints in place

  • Resistance to change present

  • Resistance to change present

Interactive Kiosks Placement

Interactive Kiosks Placement

Kroger, Publix and other stores have explored the use of interactive kiosks strategically placed throughout the store. Customers can input their shopping list or desired products, and the kiosk provides directions to each item.

Kroger, Publix and other stores have explored the use of interactive kiosks strategically placed throughout the store. Customers can input their shopping list or desired products, and the kiosk provides directions to each item.

Kroger, Publix and other stores have explored the use of interactive kiosks strategically placed throughout the store. Customers can input their shopping list or desired products, and the kiosk provides directions to each item.

Pros

Pros

  • Efficient information retrieval

  • Efficient information retrieval

  • Cross-selling and upselling opportunities

  • Cross-selling and upselling opportunities

  • Reduced staff workload

  • Reduced staff workload

Cons

Cons

  • High implementation costs

  • High implementation costs

  • Potential for technical issues

  • Potential for technical issues

  • Frequent maintenance required

  • Frequent maintenance required

  • Space constraints in place

  • Space constraints in place

  • User adoption can be challenging

  • User adoption can be challenging

Increase in Staffing

Increase in Staffing

Walmart, Target and other stores invested in staffing to improve customer service and the shopping experience. This ensures customers can easily find products, get assistance, and enjoy a positive shopping experience.

Walmart, Target and other stores invested in staffing to improve customer service and the shopping experience. This ensures customers can easily find products, get assistance, and enjoy a positive shopping experience.

Walmart, Target and other stores invested in staffing to improve customer service and the shopping experience. This ensures customers can easily find products, get assistance, and enjoy a positive shopping experience.

Pros

Pros

  • Improved customer service

  • Improved customer service

  • Quicker and more accurate assistance

  • Quicker and more accurate assistance

  • Potential for increased sales

  • Potential for increased sales

Cons

Cons

  • High labor costs

  • High labor costs

  • Training is necessary

  • Training is necessary

  • Risk of overstaffing

  • Risk of overstaffing

  • Increased management complexity

  • Increased management complexity

In-Store Navigation Tech

In-Store Navigation Tech

Walmart, Target, Home Depot, Best Buy and other stores have experimented with technologies like indoor GPS and Bluetooth beacons to aid customers in navigating their stores more easily using smartphones.

Walmart, Target, Home Depot, Best Buy and other stores have experimented with technologies like indoor GPS and Bluetooth beacons to aid customers in navigating their stores more easily using smartphones.

Walmart, Target, Home Depot, Best Buy and other stores have experimented with technologies like indoor GPS and Bluetooth beacons to aid customers in navigating their stores more easily using smartphones.

Pros

Pros

  • Enhanced shopping experience

  • Enhanced shopping experience

  • Improved time efficiency

  • Improved time efficiency

  • Reduced customer frustration

  • Reduced customer frustration

Cons

Cons

  • High implementation costs

  • High implementation costs

  • Costs passed on to customers

  • Costs passed on to customers

  • Potential for technical issues

  • Potential for technical issues

  • Frequent maintenance required

  • Frequent maintenance required

  • Lack of personalization

  • Lack of personalization

The solutions exist, yet opportunities for enhancement remain

The solutions exist, yet opportunities for enhancement remain

Current solutions for enhancing shopping efficiency face challenges such as high labor and equipment costs, placement constraints, frequent maintenance requirements, and user adaptation problems. These challenges have driven my exploration of new, innovative approaches focused on improving shopping efficiency and addressing these issues to enhance the overall shopping experience.

Current solutions for enhancing shopping efficiency face challenges such as high labor and equipment costs, placement constraints, frequent maintenance requirements, and user adaptation problems. These challenges have driven my exploration of new, innovative approaches focused on improving shopping efficiency and addressing these issues to enhance the overall shopping experience.

Current solutions for enhancing shopping efficiency face challenges such as high labor and equipment costs, placement constraints, frequent maintenance requirements, and user adaptation problems. These challenges have driven my exploration of new, innovative approaches focused on improving shopping efficiency and addressing these issues to enhance the overall shopping experience.

Implementation Methods PT1

Implementation Methods PT1

I create RetailRadar to be a user-friendly cross-platform app. Its hybrid design combines a lightweight web-based frontend, using CSS and JavaScript, with a high-performance C++ backend. My aim is simple: deliver a seamless and enjoyable shopping experience for users.

I create RetailRadar to be a user-friendly cross-platform app. Its hybrid design combines a lightweight web-based frontend, using CSS and JavaScript, with a high-performance C++ backend. My aim is simple: deliver a seamless and enjoyable shopping experience for users.

I create RetailRadar to be a user-friendly cross-platform app. Its hybrid design combines a lightweight web-based frontend, using CSS and JavaScript, with a high-performance C++ backend. My aim is simple: deliver a seamless and enjoyable shopping experience for users.

Frontend Overview

Frontend Overview

I used Figma to design the app's interface, implementing it with HTML and CSS for style and JavaScript for functionality. The web-based frontend ensures cross-platform compatibility, adapts to various screens, and stays lightweight, offering high responsiveness with minimal network bandwidth.

I used Figma to design the app's interface, implementing it with HTML and CSS for style and JavaScript for functionality. The web-based frontend ensures cross-platform compatibility, adapts to various screens, and stays lightweight, offering high responsiveness with minimal network bandwidth.

I used Figma to design the app's interface, implementing it with HTML and CSS for style and JavaScript for functionality. The web-based frontend ensures cross-platform compatibility, adapts to various screens, and stays lightweight, offering high responsiveness with minimal network bandwidth.

Backend Overview

Backend Overview

In creating the app's backend, I implement logic in C++ to manage critical tasks such as user data, database operations, route calculations, and arrival time predictions. The code is also responsible for rendering the 3D map, which I create using Siemens NX and then optimize for real-time rendering with the OpenGL (Open Graphics Library) API.

In creating the app's backend, I implement logic in C++ to manage critical tasks such as user data, database operations, route calculations, and arrival time predictions. The code is also responsible for rendering the 3D map, which I create using Siemens NX and then optimize for real-time rendering with the OpenGL (Open Graphics Library) API.

In creating the app's backend, I implement logic in C++ to manage critical tasks such as user data, database operations, route calculations, and arrival time predictions. The code is also responsible for rendering the 3D map, which I create using Siemens NX and then optimize for real-time rendering with the OpenGL (Open Graphics Library) API.

Implementation Methods PT2

Implementation Methods PT2

Item Lookup API

Item Lookup API

In today's digital era, major retail giants like Walmart, Target, and Best Buy have embraced the power of Item Lookup APIs, streamlining access to crucial product information. This has made the implementation of real-time item lookup functionality relatively straightforward, eliminating the need to develop such systems from the ground up. Notably, Walmart's Item Lookup API stands out with its versatile range of dynamic functions, making it a game-changer for individuals like me, significantly saving time and effort. Among its standout functions are:

In today's digital era, major retail giants like Walmart, Target, and Best Buy have embraced the power of Item Lookup APIs, streamlining access to crucial product information. This has made the implementation of real-time item lookup functionality relatively straightforward, eliminating the need to develop such systems from the ground up. Notably, Walmart's Item Lookup API stands out with its versatile range of dynamic functions, making it a game-changer for individuals like me, significantly saving time and effort. Among its standout functions are:

In today's digital era, major retail giants like Walmart, Target, and Best Buy have embraced the power of Item Lookup APIs, streamlining access to crucial product information. This has made the implementation of real-time item lookup functionality relatively straightforward, eliminating the need to develop such systems from the ground up. Notably, Walmart's Item Lookup API stands out with its versatile range of dynamic functions, making it a game-changer for individuals like me, significantly saving time and effort. Among its standout functions are:

  • Access product details, including pricing, inventory, and descriptions.

  • Access product details, including pricing, inventory, and descriptions.

  • Access product details, including pricing, inventory, and descriptions.

  • Lookup items using IDs, UPCs(Universal Product Code), or GTINs(Global Trade Item Number).

  • Lookup items using IDs, UPCs(Universal Product Code), or GTINs(Global Trade Item Number).

  • Lookup items using IDs, UPCs(Universal Product Code), or GTINs(Global Trade Item Number).

  • Find approximate item locations within specific stores.

  • Find approximate item locations within specific stores.

  • Find approximate item locations within specific stores.

  • Retrieve multiple items or similar products.

  • Retrieve multiple items or similar products.

  • Retrieve multiple items or similar products.

  • Provide support for tracking and promotions.

  • Provide support for tracking and promotions.

  • Provide support for tracking and promotions.

  • Choose from various response formats, such as JSON and XML.

  • Choose from various response formats, such as JSON and XML.

  • Choose from various response formats, such as JSON and XML.

  1. This C++ code manages a user request to the Walmart API, instructing it to filter "milk" products based on in-store availability and then sort these products by the highest rating.

  1. This C++ code manages a user request to the Walmart API, instructing it to filter "milk" products based on in-store availability and then sort these products by the highest rating.

  1. This C++ code manages a user request to the Walmart API, instructing it to filter "milk" products based on in-store availability and then sort these products by the highest rating.

  1. The Walmart API request was accepted by the server, and the response showcases a total of 39 "milk" products, all available in-store and sorted by customer ratings, facilitating further development.

  1. The Walmart API request was accepted by the server, and the response showcases a total of 39 "milk" products, all available in-store and sorted by customer ratings, facilitating further development.

  1. The Walmart API request was accepted by the server, and the response showcases a total of 39 "milk" products, all available in-store and sorted by customer ratings, facilitating further development.

  1. For each product in the search results, the server provides a comprehensive overview, including product title, description, price, availability, as well as additional details such as ratings and images.

  1. For each product in the search results, the server provides a comprehensive overview, including product title, description, price, availability, as well as additional details such as ratings and images.

  1. For each product in the search results, the server provides a comprehensive overview, including product title, description, price, availability, as well as additional details such as ratings and images.

USER EXPERIENCE AND INTERFACE DESIGN

USER EXPERIENCE AND INTERFACE DESIGN

Login Page

Login Page

Login Page

Dashboard/Home Page

Dashboard/Home Page

Dashboard/Home Page

Shopping Page

Shopping Page

Shopping Page

List Management Page

List Management Page

List Management Page

Route Preview Page

Route Preview Page

Route Preview Page

Navigation Page

Navigation Page

Navigation Page

Detail View Page

Detail View Page

Detail View Page

Item Discovery Page

Item Discovery Page

Item Discovery Page

USER JOURNEY

USER JOURNEY

Emily Anderson

Emily Anderson

  • Age: 42

  • Age: 42

  • Gender: Female

  • Gender: Female

  • Occupation: Administrative Assistant at the local law firm

  • Occupation: Administrative Assistant at the local law firm

  • Family: Husband, 10-year-old daughter, 7-year-old son

  • Family: Husband, 10-year-old daughter, 7-year-old son

  • Walmart Shopper: Biweekly visits for groceries, essentials, and school supplies

  • Walmart Shopper: Biweekly visits for groceries, essentials, and school supplies

  • Values: Convenience and affordability

  • Values: Convenience and affordability

Johnathan Carter

Johnathan Carter

  • Age: 23

  • Age: 23

  • Gender: Male

  • Gender: Male

  • Occupation: Design student in college

  • Occupation: Design student in college

  • Family: Single, living in a shared apartment with roommates

  • Family: Single, living in a shared apartment with roommates

  • Walmart Shopper: Visits almost every other day for groceries, art supplies, personal care items, and frequent trips for materials to build prototypes

  • Walmart Shopper: Visits almost every other day for groceries, art supplies, personal care items, and frequent trips for materials to build prototypes

  • Values: Affordability, convenience, quality, and variety

  • Values: Affordability, convenience, quality, and variety

Activity

Activity

Activity

Emily and Johnathan are both seeking a more efficient way to shop in major retail stores.

Emily and Johnathan are both seeking a more efficient way to shop in major retail stores.

Emily downloads RetailRadar from the App Store.
Johnathan installs RetailRadar from the Google Play Store.

Emily downloads RetailRadar from the App Store.
Johnathan installs RetailRadar from the Google Play Store.

Emily opens RetailRadar once again before she leaves work to go to Walmart.
Jonathan opens RetailRadar when he is in Best Buy this time.

Emily opens RetailRadar once again before she leaves work to go to Walmart.
Jonathan opens RetailRadar when he is in Best Buy this time.

Emily begins to add items to her list and checks out the deals on RetailRadar every time before she goes shopping.
Jonathan relies on RetailRadar consistently to guide him to the supplies he needs.

Emily begins to add items to her list and checks out the deals on RetailRadar every time before she goes shopping.
Jonathan relies on RetailRadar consistently to guide him to the supplies he needs.

User Goal

User Goal

User Goal

Emily wants to shop quickly at Walmart after her busy work to spend more family time with her husband and children.
Johnathan wants to find all of his design supplies at Walmart swiftly so he won't have to keep going back and forth in store.

Emily wants to shop quickly at Walmart after her busy work to spend more family time with her husband and children.
Johnathan wants to find all of his design supplies at Walmart swiftly so he won't have to keep going back and forth in store.

Emily inputs her shopping list into the app to experience the route planning feature and assess how the app enhances shopping efficiency.
Johnathan wants to test the navigation feature specifically because he is looking for a few materials he has never bought at Walmart before.

Emily inputs her shopping list into the app to experience the route planning feature and assess how the app enhances shopping efficiency.
Johnathan wants to test the navigation feature specifically because he is looking for a few materials he has never bought at Walmart before.

Emily likes the shopping experience she had last time and wants to give the app another try.
Jonathan is curious about whether the app will work at another retail store other than Walmart, so he gives it a go.

Emily likes the shopping experience she had last time and wants to give the app another try.
Jonathan is curious about whether the app will work at another retail store other than Walmart, so he gives it a go.

Both Emily and Jonathan rely on RetailRadar to seek an optimized shopping experience by finding the products they want, discovering the best deals, efficiently planning their shopping routes, comparing prices, and ensuring a time-saving shopping trip.

Both Emily and Jonathan rely on RetailRadar to seek an optimized shopping experience by finding the products they want, discovering the best deals, efficiently planning their shopping routes, comparing prices, and ensuring a time-saving shopping trip.

Touchpoints

Touchpoints

Touch-points

Emily first sees ads for RetailRadar on Facebook and later discovers that her coworker also uses it.
Johnathan comes across RetailRadar ads on both YouTube and Instagram.

Emily first sees ads for RetailRadar on Facebook and later discovers that her coworker also uses it.
Johnathan comes across RetailRadar ads on both YouTube and Instagram.

Emily is amazed by how effective the app's route planning is. She follows the suggested route and leaves Walmart 15 minutes earlier than usual.
Jonathan successfully finds everything he needs in Walmart. He doesn't waste any time looking for items or asking people for help.

Emily is amazed by how effective the app's route planning is. She follows the suggested route and leaves Walmart 15 minutes earlier than usual.
Jonathan successfully finds everything he needs in Walmart. He doesn't waste any time looking for items or asking people for help.

Emily enjoys the shopping experience this time as well. The app guides her to all her desired items and also provides some recommendations that she likes.
Jonathan is impressed that RetailRadar can work with Best Buy as well, and just as effectively. He finds what he needs in no time.

Emily enjoys the shopping experience this time as well. The app guides her to all her desired items and also provides some recommendations that she likes.
Jonathan is impressed that RetailRadar can work with Best Buy as well, and just as effectively. He finds what he needs in no time.

Emily quickly adapts to the navigation interface, finding it easy to understand as it consistently directs her to the right item locations.
Jonathan finds the app easy to use; finding items he needs, even across different retailers, is a breeze. He also enjoys trying out the additional features.

Emily quickly adapts to the navigation interface, finding it easy to understand as it consistently directs her to the right item locations.
Jonathan finds the app easy to use; finding items he needs, even across different retailers, is a breeze. He also enjoys trying out the additional features.

LIVE COMPARISON: RETAILRADAR VS. SHOPPING NOTES

LIVE COMPARISON: RETAILRADAR VS. SHOPPING NOTES

Johnathan Carter

Johnathan Carter

Introducing Keo's hand, RetailRadar's inaugural user (besides myself)! He bravely volunteered, set to conquer the wild world of shopping chaos.

Introducing Keo's hand, RetailRadar's inaugural user (besides myself)! He bravely volunteered, set to conquer the wild world of shopping chaos.

Introducing Keo's hand, RetailRadar's inaugural user (besides myself)! He bravely volunteered, set to conquer the wild world of shopping chaos.

Emily Anderson

Emily Anderson

Meet my hand, bravely armed with grocery list. I admit I'm gearing up for a shopping battle I might not win, but hey, how bad could it be?

Meet my hand, bravely armed with grocery list. I admit I'm gearing up for a shopping battle I might not win, but hey, how bad could it be?

Meet my hand, bravely armed with grocery list. I admit I'm gearing up for a shopping battle I might not win, but hey, how bad could it be?

Store Layout Optimization

Store Layout Optimization

In this competition for four items from the same list, Keo uses RetailRadar, and I stick to the traditional shopping list. We record times at each item's location and compare both individual and overall times upon completion. Here are the results:

In this competition for four items from the same list, Keo uses RetailRadar, and I stick to the traditional shopping list. We record times at each item's location and compare both individual and overall times upon completion. Here are the results:

In this competition for four items from the same list, Keo uses RetailRadar, and I stick to the traditional shopping list. We record times at each item's location and compare both individual and overall times upon completion. Here are the results:

Keo, utilizing RetailRadar, completes the shopping 216.1% faster than my traditional method (2min 35s vs. 5min 35s). Remarkably, RetailRadar guided Keo along a distinct route, avoiding unnecessary backtracking. While I expected to lose, the margin exceeded my anticipation, highlighting the effectiveness of RetailRadar. Additionally, my prolonged search for mayo adds a realistic touch to this representation of real-life circumstances. This experiment emphasizes the practical advantages of RetailRadar, showcasing its potential to streamline shopping experiences and optimize routes.

Keo, utilizing RetailRadar, completes the shopping 216.1% faster than my traditional method (2min 35s vs. 5min 35s). Remarkably, RetailRadar guided Keo along a distinct route, avoiding unnecessary backtracking. While I expected to lose, the margin exceeded my anticipation, highlighting the effectiveness of RetailRadar. Additionally, my prolonged search for mayo adds a realistic touch to this representation of real-life circumstances. This experiment emphasizes the practical advantages of RetailRadar, showcasing its potential to streamline shopping experiences and optimize routes.

Keo, utilizing RetailRadar, completes the shopping 216.1% faster than my traditional method (2min 35s vs. 5min 35s). Remarkably, RetailRadar guided Keo along a distinct route, avoiding unnecessary backtracking. While I expected to lose, the margin exceeded my anticipation, highlighting the effectiveness of RetailRadar. Additionally, my prolonged search for mayo adds a realistic touch to this representation of real-life circumstances. This experiment emphasizes the practical advantages of RetailRadar, showcasing its potential to streamline shopping experiences and optimize routes.

MOVING FORWARD

MOVING FORWARD

So far, the app operates offline, optimized for use at the Albany Walmart Supercenter only with a database supporting fewer than 20 items due to API access constraints. The route optimization feature is mostly effective, particularly with a limited item set. Looking ahead, the app holds promising potential for universal application across all retail stores and as a plug-in for major shopping apps like Walmart and Target. This expansion could significantly save users time by streamlining their shopping experience, offering personalized recommendations, real-time inventory updates, and exclusive discounts. Its integration into major shopping platforms could greatly enhance convenience and efficiency, benefiting both shoppers and store managers alike.

So far, the app operates offline, optimized for use at the Albany Walmart Supercenter only with a database supporting fewer than 20 items due to API access constraints. The route optimization feature is mostly effective, particularly with a limited item set. Looking ahead, the app holds promising potential for universal application across all retail stores and as a plug-in for major shopping apps like Walmart and Target. This expansion could significantly save users time by streamlining their shopping experience, offering personalized recommendations, real-time inventory updates, and exclusive discounts. Its integration into major shopping platforms could greatly enhance convenience and efficiency, benefiting both shoppers and store managers alike.

So far, the app operates offline, optimized for use at the Albany Walmart Supercenter only with a database supporting fewer than 20 items due to API access constraints. The route optimization feature is mostly effective, particularly with a limited item set. Looking ahead, the app holds promising potential for universal application across all retail stores and as a plug-in for major shopping apps like Walmart and Target. This expansion could significantly save users time by streamlining their shopping experience, offering personalized recommendations, real-time inventory updates, and exclusive discounts. Its integration into major shopping platforms could greatly enhance convenience and efficiency, benefiting both shoppers and store managers alike.

©Zhequan Jing • 2025

©Zhequan Jing • 2025

©Zhequan Jing • 2025

Create a free website with Framer, the website builder loved by startups, designers and agencies.