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Best Retail Analytics Software

Subhransu Sahu
SS
Researched and written by Subhransu Sahu

Retail analytics software provides retailers with an in-depth look into all aspects of their business. It equips them with detailed analytical data to make more informed and strategic decisions. The tool does so by analyzing retail key performance indicators (KPI) like the total sales volume, average transaction size, retail conversion rate, rate of return, etc. Retail analysts and managers use this tool to see how the company performs across regions and business units, often in real time.

Retail analytics software helps identify and analyze customers' data and determine which items are selling well, when items sell most, and what demographics purchase which items. It also helps study shopping patterns and uncover consumer trends with consumer packaged goods (CPG) or durable goods, enabling sales and marketing teams to formulate better sales strategies and implement effective marketing loyalty programs.

Retail analytics software integrates with other software, such as retail POS systems, retail management systems, and retail operations software, to gather data on a daily basis.

To qualify for inclusion in the Retail Analytics category, a product must:

Integrate with or analyze data from various other retail software
Help in gathering, cleansing, organizing, and analyzing retail data
Provide real-time analytics and visualization through intelligent dashboards
Monitor business KPIs, and enable trend prediction and retail data forecasting
Act as a centralized database and enable the creation of enterprise-ready reports
Be designed specifically for retail and wholesale businesses
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Featured Retail Analytics Software At A Glance

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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

No filters applied
208 Listings in Retail Analytics Available
(244)4.4 out of 5
5th Easiest To Use in Retail Analytics software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    On a mission to fuel the future of commerce by bringing brands and customers closer together, Stackline is the first full-funnel connected commerce platform for the world’s most innovative brands.

    Users
    No information available
    Industries
    • Consumer Goods
    • Consumer Electronics
    Market Segment
    • 47% Mid-Market
    • 35% Enterprise
  • Pros and Cons
    Codestin Search App
  • Stackline Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Analysis
    61
    Insights
    60
    Ease of Use
    58
    Customer Support
    30
    Data Comprehensiveness
    29
    Cons
    Data Inaccuracy
    36
    Data Management Issues
    25
    Poor Categorization
    16
    Data Delays
    14
    Difficult Learning
    14
  • User Satisfaction
    Codestin Search App
  • Stackline features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 8.6
    6.6
    Validation
    Average: 8.3
    6.7
    Correction
    Average: 8.1
    6.4
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Seller
    Stackline
    Year Founded
    2014
    HQ Location
    Seattle, US
    Twitter
    @StacklineHQ
    1,920 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    254 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

On a mission to fuel the future of commerce by bringing brands and customers closer together, Stackline is the first full-funnel connected commerce platform for the world’s most innovative brands.

Users
No information available
Industries
  • Consumer Goods
  • Consumer Electronics
Market Segment
  • 47% Mid-Market
  • 35% Enterprise
Stackline Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Analysis
61
Insights
60
Ease of Use
58
Customer Support
30
Data Comprehensiveness
29
Cons
Data Inaccuracy
36
Data Management Issues
25
Poor Categorization
16
Data Delays
14
Difficult Learning
14
Stackline features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 8.6
6.6
Validation
Average: 8.3
6.7
Correction
Average: 8.1
6.4
Cleansing
Average: 8.1
Seller Details
Seller
Stackline
Year Founded
2014
HQ Location
Seattle, US
Twitter
@StacklineHQ
1,920 Twitter followers
LinkedIn® Page
www.linkedin.com
254 employees on LinkedIn®
(122)4.5 out of 5
9th Easiest To Use in Retail Analytics software
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Crisp is the leading retail data company, connecting over 6,000 CPG brands, retailers, and distributors through a unified data-sharing platform. By delivering real-time insights across the supply chai

    Users
    No information available
    Industries
    • Food & Beverages
    • Consumer Goods
    Market Segment
    • 70% Small-Business
    • 25% Mid-Market
    User Sentiment
    How are these determined?Codestin Search App
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Crisp is a data platform that helps companies grow distribution by identifying opportunities for regions, stores and skus, and provides access to retailer POS data in near real-time.
    • Users like the ease of setup, the ability to update focuses, the training and follow-up support, the reporting features, the data catalog feature, and the ability to personalize and bookmark preferences.
    • Reviewers mentioned issues with the system not effectively notifying about password changes, difficulty finding needed metrics due to too many choices, lack of normalization across different datasets, inability to pull year over year sales data without crashing, and delays in data upload.
  • Pros and Cons
    Codestin Search App
  • Crisp Data Platform Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    37
    Data Comprehensiveness
    19
    Data Accuracy
    12
    Customer Support
    11
    Setup Ease
    10
    Cons
    Data Management Issues
    9
    Filtering Issues
    7
    Inadequate Reporting
    7
    Limited Flexibility
    6
    Slow Performance
    6
  • User Satisfaction
    Codestin Search App
  • Crisp Data Platform features and usability ratings that predict user satisfaction
    8.8
    Ease of Admin
    Average: 8.6
    7.5
    Validation
    Average: 8.3
    7.2
    Correction
    Average: 8.1
    7.2
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Seller
    Crisp
    Company Website
    Year Founded
    2016
    HQ Location
    New York, NY
    Twitter
    @Go_Crisp
    94 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    294 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Crisp is the leading retail data company, connecting over 6,000 CPG brands, retailers, and distributors through a unified data-sharing platform. By delivering real-time insights across the supply chai

Users
No information available
Industries
  • Food & Beverages
  • Consumer Goods
Market Segment
  • 70% Small-Business
  • 25% Mid-Market
User Sentiment
How are these determined?Codestin Search App
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Crisp is a data platform that helps companies grow distribution by identifying opportunities for regions, stores and skus, and provides access to retailer POS data in near real-time.
  • Users like the ease of setup, the ability to update focuses, the training and follow-up support, the reporting features, the data catalog feature, and the ability to personalize and bookmark preferences.
  • Reviewers mentioned issues with the system not effectively notifying about password changes, difficulty finding needed metrics due to too many choices, lack of normalization across different datasets, inability to pull year over year sales data without crashing, and delays in data upload.
Crisp Data Platform Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
37
Data Comprehensiveness
19
Data Accuracy
12
Customer Support
11
Setup Ease
10
Cons
Data Management Issues
9
Filtering Issues
7
Inadequate Reporting
7
Limited Flexibility
6
Slow Performance
6
Crisp Data Platform features and usability ratings that predict user satisfaction
8.8
Ease of Admin
Average: 8.6
7.5
Validation
Average: 8.3
7.2
Correction
Average: 8.1
7.2
Cleansing
Average: 8.1
Seller Details
Seller
Crisp
Company Website
Year Founded
2016
HQ Location
New York, NY
Twitter
@Go_Crisp
94 Twitter followers
LinkedIn® Page
www.linkedin.com
294 employees on LinkedIn®

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(329)4.4 out of 5
10th Easiest To Use in Retail Analytics software
View top Consulting Services for Shopify POS
Save to My Lists
Entry Level Price:USD $89/month per loca...
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Shopify POS is the best point-of-sale solution for retailers who sell in-store and online. Shopify POS brings in-store and online sales together, so you can create the seamless shopping experiences

    Users
    • Owner
    • Manager
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 78% Small-Business
    • 16% Mid-Market
  • Pros and Cons
    Codestin Search App
  • Shopify POS Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    8
    Ecommerce Integration
    5
    Integrations
    5
    User Interface
    4
    Easy Integrations
    3
    Cons
    Expensive
    6
    Payment Issues
    3
    Limited Features
    2
    Poor Customer Support
    2
    Poor Support Services
    2
  • User Satisfaction
    Codestin Search App
  • Shopify POS features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 8.6
    9.0
    Validation
    Average: 8.3
    8.7
    Correction
    Average: 8.1
    8.7
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Seller
    Shopify
    Company Website
    Year Founded
    2006
    HQ Location
    Ottawa, ON
    Twitter
    @Shopify
    440,796 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    25,244 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Shopify POS is the best point-of-sale solution for retailers who sell in-store and online. Shopify POS brings in-store and online sales together, so you can create the seamless shopping experiences

Users
  • Owner
  • Manager
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 78% Small-Business
  • 16% Mid-Market
Shopify POS Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
8
Ecommerce Integration
5
Integrations
5
User Interface
4
Easy Integrations
3
Cons
Expensive
6
Payment Issues
3
Limited Features
2
Poor Customer Support
2
Poor Support Services
2
Shopify POS features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 8.6
9.0
Validation
Average: 8.3
8.7
Correction
Average: 8.1
8.7
Cleansing
Average: 8.1
Seller Details
Seller
Shopify
Company Website
Year Founded
2006
HQ Location
Ottawa, ON
Twitter
@Shopify
440,796 Twitter followers
LinkedIn® Page
www.linkedin.com
25,244 employees on LinkedIn®
(312)4.4 out of 5
Optimized for quick response
14th Easiest To Use in Retail Analytics software
Save to My Lists
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Board is the Enterprise Planning Platform built to accelerate business performance and enable continuous planning with greater forecast accuracy to drive confident, aligned decisions. Its fully int

    Users
    • Software Engineer
    • Software Developer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 57% Mid-Market
    • 38% Enterprise
  • Pros and Cons
    Codestin Search App
  • Board Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    24
    Features
    16
    Flexibility
    16
    Efficiency
    15
    Easy Integrations
    13
    Cons
    Missing Features
    9
    Learning Curve
    7
    Slow Performance
    7
    Limitations
    6
    Limited Functionality
    6
  • User Satisfaction
    Codestin Search App
  • Board features and usability ratings that predict user satisfaction
    8.1
    Ease of Admin
    Average: 8.6
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Codestin Search App
  • Seller Details
    Company Website
    Year Founded
    1994
    HQ Location
    Chiasso, Ticino
    Twitter
    @BoardSoftware
    27,390 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    924 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Board is the Enterprise Planning Platform built to accelerate business performance and enable continuous planning with greater forecast accuracy to drive confident, aligned decisions. Its fully int

Users
  • Software Engineer
  • Software Developer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 57% Mid-Market
  • 38% Enterprise
Board Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
24
Features
16
Flexibility
16
Efficiency
15
Easy Integrations
13
Cons
Missing Features
9
Learning Curve
7
Slow Performance
7
Limitations
6
Limited Functionality
6
Board features and usability ratings that predict user satisfaction
8.1
Ease of Admin
Average: 8.6
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Company Website
Year Founded
1994
HQ Location
Chiasso, Ticino
Twitter
@BoardSoftware
27,390 Twitter followers
LinkedIn® Page
www.linkedin.com
924 employees on LinkedIn®
(306)4.7 out of 5
8th Easiest To Use in Retail Analytics software
View top Consulting Services for Creatio
Save to My Lists
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Creatio is a global vendor of an agentic CRM & workflow platform with no-code and AI at its core. Millions of workflows run on Creatio daily, supporting thousands of clients in 100 countries. Genu

    Users
    • CEO
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 47% Small-Business
    • 39% Mid-Market
  • Pros and Cons
    Codestin Search App
  • Creatio Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    49
    Customizability
    32
    Features
    26
    Customization
    25
    Efficiency
    24
    Cons
    Missing Features
    15
    Limited Features
    14
    Learning Curve
    13
    Complexity
    8
    Limited Customization
    8
  • User Satisfaction
    Codestin Search App
  • Creatio features and usability ratings that predict user satisfaction
    8.6
    Ease of Admin
    Average: 8.6
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Codestin Search App
  • Seller Details
    Seller
    Creatio
    Company Website
    Year Founded
    2014
    HQ Location
    Boston, Massachusetts
    Twitter
    @Creatio_Global
    4,016 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,034 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Creatio is a global vendor of an agentic CRM & workflow platform with no-code and AI at its core. Millions of workflows run on Creatio daily, supporting thousands of clients in 100 countries. Genu

Users
  • CEO
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 47% Small-Business
  • 39% Mid-Market
Creatio Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
49
Customizability
32
Features
26
Customization
25
Efficiency
24
Cons
Missing Features
15
Limited Features
14
Learning Curve
13
Complexity
8
Limited Customization
8
Creatio features and usability ratings that predict user satisfaction
8.6
Ease of Admin
Average: 8.6
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Creatio
Company Website
Year Founded
2014
HQ Location
Boston, Massachusetts
Twitter
@Creatio_Global
4,016 Twitter followers
LinkedIn® Page
www.linkedin.com
1,034 employees on LinkedIn®
(45)4.7 out of 5
6th Easiest To Use in Retail Analytics software
Save to My Lists
Entry Level Price:Free
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    T.M.A.S. is a powerful People Counting & Analytics Software Platform. Connect our People Counter devices to get visitor & customer foot traffic trends for your Retail store(s), libraries, muse

    Users
    No information available
    Industries
    • Retail
    • Libraries
    Market Segment
    • 62% Small-Business
    • 31% Mid-Market
  • Pros and Cons
    Codestin Search App
  • T.M.A.S. Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Reporting
    14
    Customer Support
    9
    Ease of Use
    8
    Data Comprehensiveness
    5
    Analytics
    4
    Cons
    Complexity
    4
    Data Inaccuracy
    2
    Difficult Setup
    2
    Not User-Friendly
    2
    Confusing Instructions
    1
  • User Satisfaction
    Codestin Search App
  • T.M.A.S. features and usability ratings that predict user satisfaction
    9.0
    Ease of Admin
    Average: 8.6
    7.3
    Validation
    Average: 8.3
    7.6
    Correction
    Average: 8.1
    7.0
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Year Founded
    1972
    HQ Location
    St-Jean-sur-Richelieu, CA
    Twitter
    @SMSStoretraffic
    393 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    20 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

T.M.A.S. is a powerful People Counting & Analytics Software Platform. Connect our People Counter devices to get visitor & customer foot traffic trends for your Retail store(s), libraries, muse

Users
No information available
Industries
  • Retail
  • Libraries
Market Segment
  • 62% Small-Business
  • 31% Mid-Market
T.M.A.S. Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Reporting
14
Customer Support
9
Ease of Use
8
Data Comprehensiveness
5
Analytics
4
Cons
Complexity
4
Data Inaccuracy
2
Difficult Setup
2
Not User-Friendly
2
Confusing Instructions
1
T.M.A.S. features and usability ratings that predict user satisfaction
9.0
Ease of Admin
Average: 8.6
7.3
Validation
Average: 8.3
7.6
Correction
Average: 8.1
7.0
Cleansing
Average: 8.1
Seller Details
Year Founded
1972
HQ Location
St-Jean-sur-Richelieu, CA
Twitter
@SMSStoretraffic
393 Twitter followers
LinkedIn® Page
www.linkedin.com
20 employees on LinkedIn®
(111)4.6 out of 5
7th Easiest To Use in Retail Analytics software
Save to My Lists
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Intellicus helps organizations put their data to work and helps business leaders gain actionable insights. Driven by AI, auto ML and sophisticated machine learning models, Intellicus helps CXOs use da

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 62% Mid-Market
    • 23% Enterprise
    User Sentiment
    How are these determined?Codestin Search App
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Intellicus is a data management and reporting tool that allows users to create, schedule, and send reports, monitor performance metrics, and manage access to sensitive data.
    • Users frequently mention the ease of creating and tweaking reports, the ability to monitor real-time dashboards, and the convenience of scheduling and automatic report delivery.
    • Users mentioned issues such as some reports taking longer to load with large data sizes, a learning curve for new users, and the need for more detailed support documentation and tutorials.
  • Pros and Cons
    Codestin Search App
  • Intellicus Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Reporting
    28
    Ease of Use
    27
    Dashboard Customization
    18
    Data Visualization
    18
    User Interface
    18
    Cons
    Complex Usability
    18
    Difficult Learning
    13
    Learning Curve
    12
    Complexity
    9
    Learning Difficulty
    9
  • User Satisfaction
    Codestin Search App
  • Intellicus features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 8.6
    8.7
    Validation
    Average: 8.3
    9.1
    Correction
    Average: 8.1
    9.1
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Company Website
    Year Founded
    2004
    HQ Location
    Los Gatos, CA
    Twitter
    @Intellicus
    279 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    214 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Intellicus helps organizations put their data to work and helps business leaders gain actionable insights. Driven by AI, auto ML and sophisticated machine learning models, Intellicus helps CXOs use da

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 62% Mid-Market
  • 23% Enterprise
User Sentiment
How are these determined?Codestin Search App
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Intellicus is a data management and reporting tool that allows users to create, schedule, and send reports, monitor performance metrics, and manage access to sensitive data.
  • Users frequently mention the ease of creating and tweaking reports, the ability to monitor real-time dashboards, and the convenience of scheduling and automatic report delivery.
  • Users mentioned issues such as some reports taking longer to load with large data sizes, a learning curve for new users, and the need for more detailed support documentation and tutorials.
Intellicus Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Reporting
28
Ease of Use
27
Dashboard Customization
18
Data Visualization
18
User Interface
18
Cons
Complex Usability
18
Difficult Learning
13
Learning Curve
12
Complexity
9
Learning Difficulty
9
Intellicus features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 8.6
8.7
Validation
Average: 8.3
9.1
Correction
Average: 8.1
9.1
Cleansing
Average: 8.1
Seller Details
Company Website
Year Founded
2004
HQ Location
Los Gatos, CA
Twitter
@Intellicus
279 Twitter followers
LinkedIn® Page
www.linkedin.com
214 employees on LinkedIn®
(21)4.6 out of 5
3rd Easiest To Use in Retail Analytics software
Save to My Lists
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Swan AI is a decision-science customer intelligence and experience platform purpose-built to address the unique challenges facing retailers in today's data-driven environment. While retailers understa

    Users
    No information available
    Industries
    • Retail
    Market Segment
    • 43% Enterprise
    • 38% Mid-Market
  • Pros and Cons
    Codestin Search App
  • Swan AI Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    12
    Automation Efficiency
    9
    Customer Support
    8
    Data Segmentation
    8
    Easy Setup
    8
    Cons
    Dashboard Issues
    3
    Improvement Needed
    3
    Learning Curve
    2
    Limited Customization
    2
    Template Issues
    2
  • User Satisfaction
    Codestin Search App
  • Swan AI features and usability ratings that predict user satisfaction
    9.3
    Ease of Admin
    Average: 8.6
    8.6
    Validation
    Average: 8.3
    9.4
    Correction
    Average: 8.1
    8.9
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Year Founded
    2015
    HQ Location
    Bengaluru, Karnataka
    LinkedIn® Page
    www.linkedin.com
    89 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Swan AI is a decision-science customer intelligence and experience platform purpose-built to address the unique challenges facing retailers in today's data-driven environment. While retailers understa

Users
No information available
Industries
  • Retail
Market Segment
  • 43% Enterprise
  • 38% Mid-Market
Swan AI Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
12
Automation Efficiency
9
Customer Support
8
Data Segmentation
8
Easy Setup
8
Cons
Dashboard Issues
3
Improvement Needed
3
Learning Curve
2
Limited Customization
2
Template Issues
2
Swan AI features and usability ratings that predict user satisfaction
9.3
Ease of Admin
Average: 8.6
8.6
Validation
Average: 8.3
9.4
Correction
Average: 8.1
8.9
Cleansing
Average: 8.1
Seller Details
Year Founded
2015
HQ Location
Bengaluru, Karnataka
LinkedIn® Page
www.linkedin.com
89 employees on LinkedIn®
(110)4.5 out of 5
Optimized for quick response
13th Easiest To Use in Retail Analytics software
Save to My Lists
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    For fashion and apparel brands who want to grow faster, Style Arcade is a retail analytics platform that turns merchandising into a competitive advantage.​ Instead of relying on inaccessible systems

    Users
    No information available
    Industries
    • Retail
    • Apparel & Fashion
    Market Segment
    • 49% Mid-Market
    • 38% Small-Business
  • Pros and Cons
    Codestin Search App
  • Style Arcade Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    9
    Insights
    9
    Reporting
    7
    User Interface
    7
    Visual Presentation
    7
    Cons
    Data Inaccuracy
    3
    Integration Issues
    2
    Metrics Issues
    2
    Slow Performance
    2
    Data Delays
    1
  • User Satisfaction
    Codestin Search App
  • Style Arcade features and usability ratings that predict user satisfaction
    8.9
    Ease of Admin
    Average: 8.6
    7.8
    Validation
    Average: 8.3
    7.8
    Correction
    Average: 8.1
    7.6
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Company Website
    Year Founded
    2018
    HQ Location
    New York City, New York
    Twitter
    @stylearcade
    56 Twitter followers
    LinkedIn® Page
    au.linkedin.com
    29 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

For fashion and apparel brands who want to grow faster, Style Arcade is a retail analytics platform that turns merchandising into a competitive advantage.​ Instead of relying on inaccessible systems

Users
No information available
Industries
  • Retail
  • Apparel & Fashion
Market Segment
  • 49% Mid-Market
  • 38% Small-Business
Style Arcade Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
9
Insights
9
Reporting
7
User Interface
7
Visual Presentation
7
Cons
Data Inaccuracy
3
Integration Issues
2
Metrics Issues
2
Slow Performance
2
Data Delays
1
Style Arcade features and usability ratings that predict user satisfaction
8.9
Ease of Admin
Average: 8.6
7.8
Validation
Average: 8.3
7.8
Correction
Average: 8.1
7.6
Cleansing
Average: 8.1
Seller Details
Company Website
Year Founded
2018
HQ Location
New York City, New York
Twitter
@stylearcade
56 Twitter followers
LinkedIn® Page
au.linkedin.com
29 employees on LinkedIn®
(60)5.0 out of 5
2nd Easiest To Use in Retail Analytics software
Save to My Lists
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Ohanafy is an all-in-one beverage business platform built on Salesforce, designed to help suppliers, distributors, and retailers sell more, scale smarter, and run more efficiently. Bringing together o

    Users
    No information available
    Industries
    • Food & Beverages
    Market Segment
    • 87% Small-Business
    • 12% Mid-Market
  • Pros and Cons
    Codestin Search App
  • Ohanafy Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Satisfaction
    2
    Customer Support
    2
    Innovation
    1
    Service Quality
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Codestin Search App
  • Ohanafy features and usability ratings that predict user satisfaction
    9.6
    Ease of Admin
    Average: 8.6
    10.0
    Validation
    Average: 8.3
    10.0
    Correction
    Average: 8.1
    10.0
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Seller
    Ohanafy
    Company Website
    Year Founded
    2022
    HQ Location
    Wilmington, NC
    Twitter
    @OhanafyInc
    33 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    23 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Ohanafy is an all-in-one beverage business platform built on Salesforce, designed to help suppliers, distributors, and retailers sell more, scale smarter, and run more efficiently. Bringing together o

Users
No information available
Industries
  • Food & Beverages
Market Segment
  • 87% Small-Business
  • 12% Mid-Market
Ohanafy Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Satisfaction
2
Customer Support
2
Innovation
1
Service Quality
1
Cons
This product has not yet received any negative sentiments.
Ohanafy features and usability ratings that predict user satisfaction
9.6
Ease of Admin
Average: 8.6
10.0
Validation
Average: 8.3
10.0
Correction
Average: 8.1
10.0
Cleansing
Average: 8.1
Seller Details
Seller
Ohanafy
Company Website
Year Founded
2022
HQ Location
Wilmington, NC
Twitter
@OhanafyInc
33 Twitter followers
LinkedIn® Page
www.linkedin.com
23 employees on LinkedIn®
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    iQmetrix is the only provider of Interconnected Commerce software solutions for telecom retail. Interconnected Commerce is a complete set of software and technologies that are modular, flexible, and h

    Users
    No information available
    Industries
    • Retail
    • Telecommunications
    Market Segment
    • 48% Enterprise
    • 30% Mid-Market
  • Pros and Cons
    Codestin Search App
  • iQmetrix Interconnected Commerce Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    1
    Simple
    1
    Cons
    Inadequate Reporting
    1
    Limited Features
    1
    Limited Reporting
    1
    Limited Visibility
    1
  • User Satisfaction
    Codestin Search App
  • iQmetrix Interconnected Commerce features and usability ratings that predict user satisfaction
    7.3
    Ease of Admin
    Average: 8.6
    10.0
    Validation
    Average: 8.3
    10.0
    Correction
    Average: 8.1
    10.0
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Seller
    iQmetrix
    Year Founded
    1999
    HQ Location
    Vancouver, BC
    Twitter
    @iQmetrix
    5,025 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    263 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

iQmetrix is the only provider of Interconnected Commerce software solutions for telecom retail. Interconnected Commerce is a complete set of software and technologies that are modular, flexible, and h

Users
No information available
Industries
  • Retail
  • Telecommunications
Market Segment
  • 48% Enterprise
  • 30% Mid-Market
iQmetrix Interconnected Commerce Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
1
Simple
1
Cons
Inadequate Reporting
1
Limited Features
1
Limited Reporting
1
Limited Visibility
1
iQmetrix Interconnected Commerce features and usability ratings that predict user satisfaction
7.3
Ease of Admin
Average: 8.6
10.0
Validation
Average: 8.3
10.0
Correction
Average: 8.1
10.0
Cleansing
Average: 8.1
Seller Details
Seller
iQmetrix
Year Founded
1999
HQ Location
Vancouver, BC
Twitter
@iQmetrix
5,025 Twitter followers
LinkedIn® Page
www.linkedin.com
263 employees on LinkedIn®
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Intelligence Node is a real-time, AI-driven retail price monitoring and competitive analytics platform designed to help businesses enhance product-level profitability and increase margins through data

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 47% Small-Business
    • 29% Mid-Market
    User Sentiment
    How are these determined?Codestin Search App
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Intelligence Node is a tool for engineering teams in medium to large retail operations or brands, providing real-time competitive insights at scale.
    • Users like the real-time, AI-driven pricing and retail analytics, the user-friendly interface, the quick response time, and the high product matching accuracy.
    • Users mentioned that the amount of data can feel overwhelming, there is a learning curve when navigating its advanced features, and the login interface could be improved.
  • Pros and Cons
    Codestin Search App
  • IntelligenceNode Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    User Interface
    5
    Ease of Use
    4
    Analytics
    3
    Dashboards
    3
    Data Accuracy
    3
    Cons
    Data Management Issues
    2
    Difficult Learning Process
    2
    Learning Curve
    2
    Outdated Interface
    2
    UX Improvement
    2
  • User Satisfaction
    Codestin Search App
  • IntelligenceNode features and usability ratings that predict user satisfaction
    8.5
    Ease of Admin
    Average: 8.6
    8.3
    Validation
    Average: 8.3
    10.0
    Correction
    Average: 8.1
    10.0
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    San Francisco, California
    Twitter
    @bigdataNODE
    7,969 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    132 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Intelligence Node is a real-time, AI-driven retail price monitoring and competitive analytics platform designed to help businesses enhance product-level profitability and increase margins through data

Users
No information available
Industries
  • Computer Software
Market Segment
  • 47% Small-Business
  • 29% Mid-Market
User Sentiment
How are these determined?Codestin Search App
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Intelligence Node is a tool for engineering teams in medium to large retail operations or brands, providing real-time competitive insights at scale.
  • Users like the real-time, AI-driven pricing and retail analytics, the user-friendly interface, the quick response time, and the high product matching accuracy.
  • Users mentioned that the amount of data can feel overwhelming, there is a learning curve when navigating its advanced features, and the login interface could be improved.
IntelligenceNode Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
User Interface
5
Ease of Use
4
Analytics
3
Dashboards
3
Data Accuracy
3
Cons
Data Management Issues
2
Difficult Learning Process
2
Learning Curve
2
Outdated Interface
2
UX Improvement
2
IntelligenceNode features and usability ratings that predict user satisfaction
8.5
Ease of Admin
Average: 8.6
8.3
Validation
Average: 8.3
10.0
Correction
Average: 8.1
10.0
Cleansing
Average: 8.1
Seller Details
Company Website
Year Founded
2012
HQ Location
San Francisco, California
Twitter
@bigdataNODE
7,969 Twitter followers
LinkedIn® Page
www.linkedin.com
132 employees on LinkedIn®
(29)4.9 out of 5
1st Easiest To Use in Retail Analytics software
Save to My Lists
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    LEAFIO AI Retail Platform empowering retailers, distributors, and CPG manufacturers with comprehensive supply chain and retail planning and automation solutions in Inventory management, Demand planni

    Users
    No information available
    Industries
    • Retail
    Market Segment
    • 79% Mid-Market
    • 14% Enterprise
  • Pros and Cons
    Codestin Search App
  • LEAFIO AI Retail Platform Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    6
    Inventory Management
    5
    Time-saving
    5
    Features
    4
    User Interface
    4
    Cons
    Slow Loading
    2
    Slow Performance
    2
    Complexity
    1
    Complex Setup
    1
    Expensive
    1
  • User Satisfaction
    Codestin Search App
  • LEAFIO AI Retail Platform features and usability ratings that predict user satisfaction
    9.9
    Ease of Admin
    Average: 8.6
    10.0
    Validation
    Average: 8.3
    10.0
    Correction
    Average: 8.1
    10.0
    Cleansing
    Average: 8.1
  • Seller Details
    Codestin Search App
  • Seller Details
    Seller
    Leafio
    Year Founded
    2014
    HQ Location
    Tallinn, EE
    Twitter
    @Leafio1
    272 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    80 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

LEAFIO AI Retail Platform empowering retailers, distributors, and CPG manufacturers with comprehensive supply chain and retail planning and automation solutions in Inventory management, Demand planni

Users
No information available
Industries
  • Retail
Market Segment
  • 79% Mid-Market
  • 14% Enterprise
LEAFIO AI Retail Platform Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
6
Inventory Management
5
Time-saving
5
Features
4
User Interface
4
Cons
Slow Loading
2
Slow Performance
2
Complexity
1
Complex Setup
1
Expensive
1
LEAFIO AI Retail Platform features and usability ratings that predict user satisfaction
9.9
Ease of Admin
Average: 8.6
10.0
Validation
Average: 8.3
10.0
Correction
Average: 8.1
10.0
Cleansing
Average: 8.1
Seller Details
Seller
Leafio
Year Founded
2014
HQ Location
Tallinn, EE
Twitter
@Leafio1
272 Twitter followers
LinkedIn® Page
www.linkedin.com
80 employees on LinkedIn®
(20)4.3 out of 5
Optimized for quick response
Save to My Lists
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    CommerceIQ’s AI-powered digital commerce platform is revolutionizing the way brands sell online. Our unified ecommerce management solutions empower brands to make smarter, faster decisions through ins

    Users
    No information available
    Industries
    • Consumer Goods
    Market Segment
    • 45% Mid-Market
    • 35% Enterprise
  • Pros and Cons
    Codestin Search App
  • CommerceIQ Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Analysis
    9
    Ease of Use
    6
    Customer Support
    5
    Efficiency
    5
    Business Growth
    4
    Cons
    Data Inaccuracy
    6
    Software Bugs
    3
    Limited Customization
    2
    Poor Customer Support
    2
    Slow Performance
    2
  • User Satisfaction
    Codestin Search App
  • CommerceIQ features and usability ratings that predict user satisfaction
    8.1
    Ease of Admin
    Average: 8.6
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Codestin Search App
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    Mountain View, US
    LinkedIn® Page
    www.linkedin.com
    688 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

CommerceIQ’s AI-powered digital commerce platform is revolutionizing the way brands sell online. Our unified ecommerce management solutions empower brands to make smarter, faster decisions through ins

Users
No information available
Industries
  • Consumer Goods
Market Segment
  • 45% Mid-Market
  • 35% Enterprise
CommerceIQ Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Analysis
9
Ease of Use
6
Customer Support
5
Efficiency
5
Business Growth
4
Cons
Data Inaccuracy
6
Software Bugs
3
Limited Customization
2
Poor Customer Support
2
Slow Performance
2
CommerceIQ features and usability ratings that predict user satisfaction
8.1
Ease of Admin
Average: 8.6
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Company Website
Year Founded
2012
HQ Location
Mountain View, US
LinkedIn® Page
www.linkedin.com
688 employees on LinkedIn®
  • Overview
    Codestin Search App
  • Product Description
    How are these determined?Codestin Search App
    This description is provided by the seller.

    Since 2010, InMarket has connected brands and customers when and where it matters most. Through InMarket's industry-leading real-time marketing and measurement platform, leading brands like Kraft Hein

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 70% Mid-Market
    • 30% Small-Business
  • Pros and Cons
    Codestin Search App
  • InMarket Pros and Cons
    How are these determined?Codestin Search App
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Buyer Intent
    1
    Customer Engagement
    1
    Ease of Use
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Codestin Search App
  • InMarket features and usability ratings that predict user satisfaction
    6.7
    Ease of Admin
    Average: 8.6
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Codestin Search App
  • Seller Details
    Seller
    InMarket
    Year Founded
    2010
    HQ Location
    Austin, Texas
    Twitter
    @inMarket_Media
    1,336 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    363 employees on LinkedIn®
Product Description
How are these determined?Codestin Search App
This description is provided by the seller.

Since 2010, InMarket has connected brands and customers when and where it matters most. Through InMarket's industry-leading real-time marketing and measurement platform, leading brands like Kraft Hein

Users
No information available
Industries
No information available
Market Segment
  • 70% Mid-Market
  • 30% Small-Business
InMarket Pros and Cons
How are these determined?Codestin Search App
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Buyer Intent
1
Customer Engagement
1
Ease of Use
1
Cons
This product has not yet received any negative sentiments.
InMarket features and usability ratings that predict user satisfaction
6.7
Ease of Admin
Average: 8.6
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
InMarket
Year Founded
2010
HQ Location
Austin, Texas
Twitter
@inMarket_Media
1,336 Twitter followers
LinkedIn® Page
www.linkedin.com
363 employees on LinkedIn®

Learn More About Retail Analytics Software

What is Retail Analytics Software?

Retail analytics software empowers retail businesses by providing insights into all aspects of the store using various business intelligence data, such as sales figures, inventory levels, customer data, supply chain, etc. It also helps clean and organize inconsistent data sets and visualize them on a single intuitive retail dashboard for easy understanding and interpretation.

Retail insights drawn from this software help retailers accurately target customer needs in order to offer the right products at the right price at the right time. To do that, retail analytics platforms provide scope to analyze the performance of each retail metric at a granular level. These tools also influence marketing decisions by uncovering valuable insights related to consumer behavior and helping marketers design customer-based loyalty programs.

What are the Common Features of Retail Analytics Software?

The following are some core features within retail analytics systems that can help retailers find the best solution for their business analysis needs:

Data collection: Retail analytics tools help collect data from different sources, such as retail point of sale (POS) software, retail management systems, etc., in whichever form they are. The retail analytics tool integrates with these systems and helps with automated exports instead of manual collection by internal sales teams.

Data cleansing: The raw data received in the collection process goes through data cleansing to ensure accuracy and consistency. The retail analytics system deals with erroneous data by identifying incorrect or duplicate data, deleting the messy data, and then arranging the dataset in the appropriate format.

Data analysis: This feature of retail analytics software uses clean data and delivers useful insights and information in the form of different visualization dashboards such as tables, graphs, pie charts, etc., with the help of advanced artificial intelligence (AI) and machine learning (ML). These insights are later used to discover trends, predict outcomes, and make better business decisions.

What are the Benefits of Retail Analytics Software?

Retail analytics solutions are beneficial to retailers, suppliers, and customers. The information derived from the retail data uncovers areas for improvement and optimizes the customer experience at the store. Here’s how all the stakeholders benefit from software:

Offers retailers a competitive advantage: Retail analytics software can help retailers understand customer behavior and formulate strategies specific to individual stores. It automates the process of gathering, cleaning, and analyzing data, which was a tedious task. A retailer using analytics tools has a competitive advantage over its peer dependent on guesswork. Insights from the data also help retailers with competitive benchmarking, improve marketing return on investment (ROI), optimize in-store operations, and enhance customer loyalty.

Improves suppliers’ product management processes: Retailers are not the only ones who benefit from retail analytics tools. Suppliers also use historical retail data to plan and forecast demand, plan inventory management, see which specific product line is outperforming others in a region, and introduce new products catering to consumer needs. It also helps them plan future campaigns as a marketing initiative and pushes their product to prospective retailers.

Boosts customer experience: Customers are the indirect beneficiaries of the insight drawn with retail analytics tools. Retailers continuously strive to improve customer experience by creating eye-catching store layouts, discounts on merchandise, loyalty programs, and improved customer engagement. Customers feel happy, become repeat customers, and bring new customers on board, pleased by the unique experience retailers try to provide.

Who Uses Retail Analytics Software?

Managers from different departments of a retail organization use this software for better decision making. Here’s a list of a few personnel who often use this software. 

Retail store managers: Store managers use retail analytics software to track and measure the performance of respective stores on a monthly, quarterly, and yearly basis. 

Analytics managers: Analytics managers do data mining and draw actionable insights using various retail data analytics methodologies such as big data, descriptive analytics, diagnostic analytics, predictive analytics, and prescriptive analytics.

Brand or marketing managers: Brand or marketing managers use retail analytics platforms to monitor brand performance through sales data and track consumer behavior and trends, which allow them to strategize marketing campaigns and loyalty programs.

Software Related to Retail Analytics Software

Related solutions that can be used together with retail analytics software include other retail software such as:

Retail POS systems: Retail analytics systems easily integrate with retail POS software. Retail POS software is used in the day-to-day operations of a store for tasks like creating a sales order, finding product and customer information, billing, etc. It stores a vast amount of relevant information that can be exported to retail analytics software for analysis purposes.

Retail pricing software: Retail pricing software helps formulate the best pricing strategy for products and seamlessly integrates with analytics software. Some of the retail pricing tools come with analytics features that can do the job of retail analytics as a standalone product. However, some advanced analytics software must work in conjunction with the host software to get the best result.

Challenges with Retail Analytics Software

Retail analytics software comes with its own set of challenges.

Cost of purchase: Small to medium-sized retailers might find it difficult to purchase this software from a cost point of view. Since most of these tools are subscription based, there is a recurring bill associated with them. Also, most small to medium retailers are unorganized businesses with the absence of streamlined functions, where procuring such tools could be inconsequential.

Software integration: Retail analytics platforms need to be integrated with multiple types of retail software, such as retail POS, retail management, etc., to export data and analyze. A significant risk that arises during software integration is incompatibility, which leads to the inability to perform important functions.

Data security and privacy: Data security and privacy are major concerns for multinational corporations. Retailers gather several data sets such as customer names, mobile numbers, and email IDs for their vested interests. Any sort of data leakage from such tools could be a nightmare for the retailer and might affect the overall brand reputation in the market.

How to Buy Retail Analytics Software

Requirements Gathering (RFI/RFP) for Retail Analytics Software

Requirement gathering ensures that the software has all the features a business needs. It helps to understand the right tools required to perform critical task processes without wasting time figuring out how to do it. It also helps to ask critical questions about the need for the software. For example, retail analytics solutions help analyze retail data and present insights, but the buyer should also know if there is enough data to process and how these insights will help the existing position of the retail business.

Compare Retail Analytics Software Products

Create a long list

A long list helps refine software products with must-have retail analytics features such as data gathering, cleansing, and analysis. Buyers can add to the list software that functions as a standalone product or integrates into existing systems, such as retail management or retail POS. Some other things to consider while creating a long list could be the product's popularity, the price offered for product add-ons, schemes for upgrading, and 24/7 customer service support.

Create a short list

A short list narrows down the long list of buyers and helps them make a constructive decision on which software to opt for. Shortlists are more specific to the exact need of the buyer mapped with the features offered by the product. For example, buyers looking for cloud-based retail analytics software must not keep software installed on-premises on the short list.

Conduct demos

Demos are an essential part of the entire software implementation process. It ensures that the retail analytics software is running smoothly and is compatible with the existing business system. It allows buyers to ask questions about the software's features and ensures the retail analytics vendor is entirely transparent about the product offerings.

Selection of Retail Analytics Software

Choose a selection team

A team comprised of in-house IT personnel, project managers, heads of departments, retail experts, and end users must be part of the selection process. Along with senior management, this selection team is responsible for selecting the right software and checking the entire retail analytics software onboarding process. Buyers can also outsource technical consultants with domain-specific expertise to give constructive recommendations and suggestions in this process.

Negotiation

To successfully negotiate, the buyer must carefully analyze the final offering provided by two or more vendors. There are chances that vendors might offer similar software with similar features. In this case, the only differentiator may be the price provided by the vendor. The deciding factor during final selection in case of similar pricing might depend on product add-ons, unique customization, customer support post implementation, etc.

Final decision

In most cases, the senior management or head of the department decides to select the software after carefully going through all the documented insights provided by the team during the product testing process. It is also important to investigate all the vendor's terms and conditions beforehand to avoid last-minute confusion.

Implementation of Retail Analytics Software

How is Retail Analytics Software Implemented?

Buyers can implement retail analytics software at any point in the retail journey. The vendor’s IT team and the buyer’s selection team are responsible for the implementation. If the retail analytics software is installed on-premises, the implementation team should ensure it doesn’t affect retail operations.

Who is Responsible for Retail Analytics Software Implementation?

The selection team is usually responsible for the implementation process since they know the business requirements and how the new software can help. Service engineers and technical experts from the vendor’s side also collaborate with the selection team and address real-time issues during implementation.

What Does the Implementation Process Look Like for Retail Analytics Software?

The retail analytics software implementation process varies depending on the type of software installed, cloud based or on-premises. Cloud-based software is easy to install and can be accessed from anywhere. On-premises software needs existing infrastructure on which it is installed and can be accessed only within the premises.

When Should You Implement Retail Analytics Software?

A buyer can implement this software at the start of the retail business or after making a strong presence in the market. Also, selecting an ideal time for the installation process of the retail analytics software is essential to avoid interference with daily retail operations.