# Best Retail Intelligence Software

## How Many Retail Intelligence Software Products Does G2 Track?

**Total Products under this Category:** 135

### Category Stats (Jul 2026)

- **Average Rating:** 4.51/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** SiteRise (+0.51%) - Among all products in this category, SiteRise recorded the largest rating increase compared to last month

_Last updated: July 28, 2026_

## How Does G2 Rank Retail Intelligence Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 3,900+ Authentic Reviews
- 135+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Retail Intelligence Software
 ![G2 Grid® for Retail Intelligence Software plotting products by satisfaction and market presence](https://www.g2.com/categories/retail-intelligence/grids.png?focus%5B%5D=166253&focus%5B%5D=115969&focus%5B%5D=21115&focus%5B%5D=991&focus%5B%5D=165039&focus%5B%5D=1360525&focus%5B%5D=76394&focus%5B%5D=1491379)

Highlighted products: Crisp Data Platform, Stackline, ContactPigeon, Board, Market360, Replenit, SPS Commerce Revenue Recovery, and eStoreBrands.

Underlying data: [Grid® JSON](https://www.g2.com/categories/retail-intelligence/grids.json?focus%5B%5D=crisp-data-platform&focus%5B%5D=stackline&focus%5B%5D=contactpigeon&focus%5B%5D=board&focus%5B%5D=market360&focus%5B%5D=replenit&focus%5B%5D=sps-commerce-revenue-recovery&focus%5B%5D=estorebrands)

**Sponsored**

### SAP Integrated Business Planning

Respond to new market expectations with real-time supply chain planning capabilities and fulfill future demand profitably supply chain management. Powered by in-memory computing technology within SAP HANA, this cloud-based solution combines capabilities for sales and operations; demand, response, and supply planning; and inventory optimization. - Cloud deployment - Real-time scenarios and simulation - Social collaboration - Powerful predictive Analytics KEY BENEFITS: Achieve a rapid deployment Get up and running quickly with SAP Integrated Business Planning by using preconfigured process templates for an accelerated implementation. Empower employees with intuitive features Offer a unified, intuitive user experience with SAP Fiori and planning and simulation capabilities based on Microsoft Excel. Plan resources effectively Optimize resource efficiency by creating supply plans based on prioritized demands, allocations, and supply chain constraints. KEY CAPABILITIES: Integration with SAP Supply Chain Control Tower Gain end-to-end visibility of your supply chain, decision support, and fast corrective action through integration with SAP Supply Chain Control Tower. Forecasting and demand management Get full demand transparency with short-term, mid-term, and long-term forecasting. Take advantage of best-in-class capabilities for demand sensing and statistical forecasting. Inventory optimization Establish optimal inventory targets that enable you to maximize profits, while leaving a buffer to help you meet unexpected demand. Sales and operations planning Deliver a cross-departmental sales and operations plan that balances inventory, service levels, and profitability. Response and supply planning Optimize resourcing efficiency by creating supply plans based on prioritized demands, allocations, and supply chain constraints.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=2501&secure%5Bchosen_at%5D=2026-07-29T16%3A22%3A12Z&secure%5Bdisplayable_resource_id%5D=134&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=134&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=59587&secure%5Bresource_id%5D=2501&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fretail-intelligence%3Fopen_modal_url%3D%252Fproducts%252Finsite-ai%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fretail-intelligence%2526source%253Dcategory&secure%5Btoken%5D=e28500b327a7835115d3d16cb373091a793d50ec88b65fe84218c231b55fccc8&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fdocuments%2F2025%2F04%2F5256c341-007f-0010-bca6-c68f7e60039b.html%3Fcampaigncode%3DCRM-YD25-DSC-407451%26source%3DIBP-click-campaign-G2&secure%5Burl_type%5D=custom_url)

### [Crisp Data Platform](https://www.g2.com/products/crisp-data-platform/reviews)

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 chain, Crisp helps businesses optimize sales, reduce waste, and improve forecasting – driving growth, collaboration, and sustainability throughout global commerce. Our leading retail data solutions include real-time point-of-sale reporting, EDI and order intelligence, intelligent space planning, order automation, and more.

**Average Rating:** 4.4/5.0

**Total Reviews:** 151

#### How Do G2 Users Rate Crisp Data Platform?

- **Data Types:** 8.0/10 (Category avg: 8.4/10)
- **Validation:** 7.5/10 (Category avg: 8.3/10)
- **Ease of Setup:** 8.5/10 (Category avg: 8.9/10)
- **Correction:** 7.3/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Crisp Data Platform?

- **Seller:** [Crisp](https://www.g2.com/sellers/crisp)
- **Company Website:** www.gocrisp.com
- **Year Founded:** 2016
- **HQ Location:** New York, NY
- **Twitter:** @Go\_Crisp  
93 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1192574679b34e4060497dad699f0f52351711419c16f9f4f47a50d37dac604c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgocrisp&secure%5Burl_type%5D=linkedin_company_website)  
318 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Food & Beverages, Consumer Goods
- **Company Size:** 67% Small, 27% Medium

#### What Do G2 Reviewers Say About Crisp Data Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Crisp Data Platform, enjoying seamless data analysis and intuitive setup.
- Users commend the **excellent customer support** from Crisp Data Platform, enhancing their overall experience and ease of use.
- Users value the **data accuracy** of Crisp Data Platform, ensuring error-free order input and efficient data management.
- Users value the **comprehensive data capabilities** of Crisp Data Platform, enhancing analysis and insights across familiar tools.
- Users value the **robust data management options** of Crisp Data Platform, enhancing analysis and workflow efficiency.

##### Cons

- Users find the **time-consuming processes** of the Crisp Data Platform frustrating, impacting workflow efficiency and productivity.
- Users feel that **improvement is needed** for client management and alert mechanisms on the Crisp Data Platform.
- Users express frustration with **time delays** in data processing, often causing procedural inefficiencies and disruptions.
- Users find the **limited customization** of Crisp Data Platform restrictive, hindering their ability to manage data effectively.
- Users experience **slow performance** and reliability issues with Crisp Data Platform, causing frustration during order processing.

#### What Are Recent G2 Reviews of Crisp Data Platform?

**["Still the best and absolute must have tool for managing item distribution"](https://www.g2.com/survey_responses/crisp-data-platform-review-8443579)**

**Rating:** 5.0/5.0 stars

_— Joe S._

[Read full review](https://www.g2.com/survey_responses/crisp-data-platform-review-8443579)

**["Effortless Data Analysis with Crisp"](https://www.g2.com/survey_responses/crisp-data-platform-review-12699938)**

**Rating:** 4.5/5.0 stars

_— Ben M._

[Read full review](https://www.g2.com/survey_responses/crisp-data-platform-review-12699938)

### [Stackline](https://www.g2.com/products/stackline/reviews)

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. Stackline's proprietary neural networks and deep learning systems surface and visualize transformational omnichannel insights, power market-leading advertising performance, and activate every step of the shopper journey. Brand leaders, product innovators, and performance marketers trust Stackline to power profitable growth in an increasingly complex retail ecosystem. Founded in 2014 in Seattle, Stackline employs over 250 connected commerce professionals creating value for 7,000 global brands. 

**Average Rating:** 4.4/5.0

**Total Reviews:** 245

#### How Do G2 Users Rate Stackline?

- **Data Types:** 8.1/10 (Category avg: 8.4/10)
- **Validation:** 7.4/10 (Category avg: 8.3/10)
- **Ease of Setup:** 8.3/10 (Category avg: 8.9/10)
- **Correction:** 6.9/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Stackline?

- **Seller:** [Stackline](https://www.g2.com/sellers/stackline)
- **Year Founded:** 2014
- **HQ Location:** Seattle, US
- **Twitter:** @StacklineHQ  
1,882 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e0375f748083946d9b6314fd14c26b49b2db63adcd27dfefaa303ab7f11773a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstackline%2F&secure%5Burl_type%5D=linkedin_company_website)  
264 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Consumer Goods, Consumer Electronics
- **Company Size:** 47% Medium, 36% Large

#### What Do G2 Reviewers Say About Stackline?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **flexibility in data segmentation** and appreciate the ease of use for daily analysis.
- Users value the **easy-to-use analytics and excellent customer support** from Stackline, enhancing their daily operational insights.
- Users find Stackline's **ease of use** exceptional, allowing quick access to vital data and insights effortlessly.
- Users value Stackline's **high accuracy and intuitive interface** , enabling seamless integration and effective team collaboration.
- Users value the **excellent customer support** from Stackline, appreciating timely communication and responsive assistance for their needs.

##### Cons

- Users experience **data inaccuracies** with Stackline, affecting timely decision-making and complicating analysis of product data.
- Users experience a **two-week data delay** that can hinder timely decision-making but is generally manageable.
- Users find the **poor categorization** in Stackline limits their access and complicates data analysis efforts.
- Users experience **slow performance** with Stackline, facing issues like prolonged load times and data accessibility challenges.
- Users criticize the **inadequate reporting** of Stackline, noting delays and recent format changes complicating data analysis.

#### What Are Recent G2 Reviews of Stackline?

**["The Single Best Resource for Amazon Intgelligence"](https://www.g2.com/survey_responses/stackline-review-11162046)**

**Rating:** 4.5/5.0 stars

_— Michael B._

[Read full review](https://www.g2.com/survey_responses/stackline-review-11162046)

**["Integrating Stackline into our Walmart eCommerce strategy has been transformative"](https://www.g2.com/survey_responses/stackline-review-11209155)**

**Rating:** 5.0/5.0 stars

_— Sarah K._

[Read full review](https://www.g2.com/survey_responses/stackline-review-11209155)

#### What Are G2 Users Discussing About Stackline?

- [What is Stackline used for?](https://www.g2.com/discussions/what-is-stackline-used-for)

### [ContactPigeon](https://www.g2.com/products/contactpigeon/reviews)

ContactPigeon empowers retailers to build interactions that resonate deeply with their customers. By unifying real-time customer data with advanced AI and automation engines, we enable businesses to scale their engagements across channels effectively while cultivating enduring customer loyalty through every step of the customer journey. The platform is built around two core components. The Omnichannel Customer Engagement solution enables retailers to manage and execute marketing campaigns across multiple built-in messaging channels, ensuring consistency and relevance in every customer interaction. Our powerful Customer Data Platform (CDP) collects, analyzes, and uses customer data to create automated, personalized experiences at scale. Together, these components provide a comprehensive solution for retailers looking to build meaningful, lasting relationships with their audience. The ContactPigeon suite offers a robust set of features, including: • Automated customer journey orchestration that ensures a cohesive and seamless experience across all touchpoints and channels • Built-in messaging channels and campaign manager that covers email, mobile (sms / WhatsApp / Viber), push notifications, pop-ups, forms, chatbot, and direct mails • BI tools for real-time analytics and customizable dashboards for deep insights into customer behavior and campaign performance • AI-driven product recommendations and RFM analysis to enhance the shopping experience and predict the at-risk customers • Advanced customer segmentation and clustering capabilities to segment your audience effectively, enabling targeted marketing that resonates with specific groups

**Average Rating:** 4.9/5.0

**Total Reviews:** 286

#### How Do G2 Users Rate ContactPigeon?

- **Data Types:** 8.9/10 (Category avg: 8.4/10)
- **Validation:** 9.4/10 (Category avg: 8.3/10)
- **Ease of Setup:** 9.7/10 (Category avg: 8.9/10)
- **Correction:** 9.4/10 (Category avg: 8.4/10)

#### Who Is the Company Behind ContactPigeon?

- **Seller:** [ContactPigeon](https://www.g2.com/sellers/contactpigeon)
- **Company Website:** www.contactpigeon.com
- **Year Founded:** 2014
- **HQ Location:** Athens, Greece
- **Twitter:** @ContactPigeon  
456 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7eb5dfe9f23281a5d694be00205c4ddfc498b315e368a971a70653f480efa3e0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10507750%2F&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Marketing Manager, Marketing Director
- **Top Industries:** Apparel & Fashion, Retail
- **Company Size:** 62% Small, 33% Medium

#### What Do G2 Reviewers Say About ContactPigeon?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **automation efficiency** of ContactPigeon, enhancing campaign coordination and boosting revenue generation significantly.
- Users highlight the **effective automation flows** of ContactPigeon, streamlining their marketing processes remarkably.
- Users appreciate the **flexibility in managing customer engagement** with ContactPigeon, streamlining diverse marketing activities effectively.
- Users value the **effective email marketing** of ContactPigeon, enhancing organization and boosting revenue through tailored campaigns.
- Users value the **diverse features** of ContactPigeon, enjoying seamless management of multiple marketing channels from one platform.

##### Cons

- Users find the **learning curve steep** for advanced features, complicating tasks despite responsive support from the team.
- Users experience **slow performance** at times, especially with larger campaign lists and reports, impacting usability.
- Users find that the platform experiences **slow loading** times occasionally, which can impact efficiency and user experience.
- Users find the **high complexity** of certain features in ContactPigeon challenging, despite overall functionality being satisfactory.
- Users find the **user experience lacking** in some specific areas, which can hinder effective use of the platform.

#### What Are Recent G2 Reviews of ContactPigeon?

**["Step-by-Step Strategy Boost With Powerful Automations and Customizable Pop-Ups"](https://www.g2.com/survey_responses/contactpigeon-review-13002738)**

**Rating:** 5.0/5.0 stars

_— zaklin r._

[Read full review](https://www.g2.com/survey_responses/contactpigeon-review-13002738)

**["A strong platform and a team with a human, customer-centric approach"](https://www.g2.com/survey_responses/contactpigeon-review-10632265)**

**Rating:** 5.0/5.0 stars

_— Emmanouela P._

[Read full review](https://www.g2.com/survey_responses/contactpigeon-review-10632265)

#### What Are G2 Users Discussing About ContactPigeon?

- [What is ContactPigeon used for?](https://www.g2.com/discussions/what-is-contactpigeon-used-for)

### [Board](https://www.g2.com/products/board/reviews)

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 integrated planning solution spans the entire enterprise, delivering value for financial and operational planning in one unified platform. Using internal data and expert-curated external indicators, Board provides real-time visibility into your business. Board offers the most flexible, collaborative and adaptive user experience, powering executive dashboards and analytic capabilities that allows clear explanation and interpretation delivered through generative AI. This allows organizations to respond in an agile manner: capitalize on opportunities, optimize resources and mitigate risks.

**Average Rating:** 4.4/5.0

**Total Reviews:** 300

#### How Do G2 Users Rate Board?

- **Data Types:** 10.0/10 (Category avg: 8.4/10)
- **Validation:** 10.0/10 (Category avg: 8.3/10)
- **Ease of Setup:** 7.9/10 (Category avg: 8.9/10)
- **Correction:** 10.0/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Board?

- **Seller:** [Board International](https://www.g2.com/sellers/board-international)
- **Company Website:** www.board.com
- **Year Founded:** 1994
- **HQ Location:** Chiasso, Ticino
- **Twitter:** @BoardSoftware  
27,073 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f8ce543b4ab52ef9ff3a193f5b9907487af6980029b68461a54f1dd2dbee6a92&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F98246%2F&secure%5Burl_type%5D=linkedin_company_website)  
932 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Software Developer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 57% Medium, 40% Large

#### What Do G2 Reviewers Say About Board?

_AI-generated summary from verified user reviews_

##### Pros

- Users find BOARD's interface **easy to use** , enabling quick report generation and seamless updates for customized solutions.
- Users value the **flexibility** of BOARD, enabling tailored solutions that adapt seamlessly to various business processes.
- Users appreciate the **flexibility and ease of integration** of Board, making data management simple and efficient.
- Users value the **efficiency** of BOARD for seamless sales, operations, and merchandising activities in one platform.
- Users value BOARD's **customization capabilities** , allowing tailored solutions that fit organizational cultures and workflows perfectly.

##### Cons

- Users experience **slow performance** with large datasets and complex setups, impacting efficiency and report creation.
- Users find the **steep learning curve** of Board frustrating, often hindering effective usage and efficiency.
- Users often find **missing features** in report creation limits their ability to effectively utilize the platform.
- Users experience **poor visualization** with Board, facing challenges in dashboard design and complex data handling.
- Users often find Board's **complexity** a challenge, especially regarding setup and performance with large datasets.

#### What Are Recent G2 Reviews of Board?

**["Almost Unlimited Flexibility Across Data Models, Workflows, and Reports"](https://www.g2.com/survey_responses/board-review-12625234)**

**Rating:** 4.5/5.0 stars

_— Peter T._

[Read full review](https://www.g2.com/survey_responses/board-review-12625234)

**["Nice tool with a lot of possibilities (budgetting, forecasting, consolidation)"](https://www.g2.com/survey_responses/board-review-8981538)**

**Rating:** 4.0/5.0 stars

_— Shana H._

[Read full review](https://www.g2.com/survey_responses/board-review-8981538)

#### What Are G2 Users Discussing About Board?

- [What is Board used for?](https://www.g2.com/discussions/what-is-board-used-for) - 1 upvote

## FAQs About Retail Intelligence Software

Generated using AI

Last updated: June 3, 2026

### Bi implementation and analyst training for retail operations and compliance resources and best practices software

According to verified users, retail intelligence tools are most useful when implementation reduces manual data wrangling and gives teams one place to access reporting, dashboards, and retailer performance insights. Reviews repeatedly mention easier setup, onboarding support, training sessions, and scheduled reporting as factors that shorten the learning curve. Buyers also highlight the need for clear navigation, easy report building, and enough guidance for analysts to work with large data sets, pricing signals, shelf data, and market trends. In recent feedback, successful rollouts are tied to responsive support, practical onboarding, and workflows that help teams move from scattered spreadsheets and retailer portals to faster analysis and action.

### Retail data analytics that enable better business decisions and solutions for industry

According to verified users, retail data analytics support better decisions when they centralize fragmented data and turn it into practical reporting. Across recent reviews, buyers value platforms that bring together pricing, promotions, inventory, digital shelf performance, competitor activity, reviews, and sales signals in one place. That visibility helps teams identify underperformers, track assortment and stock issues, compare pricing movement, and react faster to market changes. Users also describe benefits from automated alerts, customizable dashboards, and report scheduling that cut manual work. In buyer terms, the strongest solutions help teams spend less time gathering data and more time prioritizing actions across merchandising, ecommerce, operations, and category management.

### Bi tools for retailers with competitive insights and trends for industry with better outcomes

According to verified users, BI tools for retailers deliver the most value when they combine competitive insights with fast reporting and clear workflows for action. Recent reviews point to common use cases such as monitoring competitor pricing, promotions, stock availability, digital shelf changes, search visibility, category movement, and shopper feedback. Buyers also value tools that surface trends early through alerts, real-time or frequently refreshed dashboards, and side-by-side comparisons across retailers or marketplaces. Better outcomes come from shortening the time between signal and response. In practice, teams use these tools to refine pricing, improve product content, adjust assortment decisions, strengthen retailer conversations, and focus attention on the biggest opportunities or risks first.

### What features matter most in retail intelligence software

According to verified users, the most important features in retail intelligence software are centralized data access, customizable dashboards, report scheduling, competitor tracking, pricing and promotion visibility, inventory and availability monitoring, and easy-to-use analytics. Recent reviews also emphasize digital shelf insights, search performance tracking, review analysis, and alerts that help teams act before issues grow. Buyers repeatedly mention the value of integrations that reduce manual updates and bring data from multiple retailer or marketplace sources into one workflow. Just as important, teams want onboarding help, responsive support, and interfaces that make reporting easier for occasional users as well as daily analysts. The best feature sets help teams move quickly from observation to action.

### How do teams use retail intelligence software for competitor tracking

G2 reviewers mention that teams use retail intelligence software for competitor tracking by monitoring pricing, promotions, assortment shifts, stock availability, search visibility, digital shelf content, and share of category signals across retailers and marketplaces. Recent reviews describe using dashboards and alerts to catch changes faster than manual checks, especially when managing many SKUs or multiple channels. Teams also use competitor views to prepare retailer conversations, refine pricing strategy, evaluate underperforming products, and identify where brand content or availability is weaker than rivals. In practical terms, competitor tracking is most valuable when it is centralized, easy to filter, and paired with reporting that helps commercial, ecommerce, and category teams coordinate around the same market picture.

### [Market360](https://www.g2.com/products/market360/reviews)

Market360 helps brands, retailers, and manufacturers grow online revenue with variant-level data and insights. Supported by eCommerce experts, we empower your teams to make decisions at speed and scale.

**Average Rating:** 4.3/5.0

**Total Reviews:** 41

#### How Do G2 Users Rate Market360?

- **Data Types:** 8.2/10 (Category avg: 8.4/10)
- **Validation:** 8.2/10 (Category avg: 8.3/10)
- **Ease of Setup:** 8.6/10 (Category avg: 8.9/10)
- **Correction:** 7.9/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Market360?

- **Seller:** [eClerx](https://www.g2.com/sellers/eclerx)
- **Year Founded:** 2000
- **HQ Location:** Mumbai, Maharashtra
- **Twitter:** @eClerx  
1,324 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=86051c83792924c41e13c1ddde4b37e998e5a5309c4470a48ac97407c431f83a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F17312&secure%5Burl_type%5D=linkedin_company_website)  
20,301 employees on LinkedIn®
- **Ownership:** NSE: ECLERX

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Marketing and Advertising
- **Company Size:** 49% Small, 39% Medium

#### What Do G2 Reviewers Say About Market360?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **data accuracy** of Market360, finding it reliable for making informed decisions quickly.
- Users appreciate the **ease of use** of Market360, enabling quick access to accurate insights for informed decisions.
- Users value the **data centralization** in Market360, which streamlines decision-making with quick, accurate insights.
- Users value the **real-time data** from Market360, which provides accurate insights into user behavior effortlessly.
- Users value the **fast and intuitive interface** of Market360, enhancing decision-making with accurate insights and ease of use.

#### What Are Recent G2 Reviews of Market360?

**["Effortless Insights and Outstanding User Experience with Market360"](https://www.g2.com/survey_responses/market360-review-11973961)**

**Rating:** 5.0/5.0 stars

_— Rahul M._

[Read full review](https://www.g2.com/survey_responses/market360-review-11973961)

**["Accurate Real-Time Insights with Effortless Usability"](https://www.g2.com/survey_responses/market360-review-11911250)**

**Rating:** 4.5/5.0 stars

_— Kanika S._

[Read full review](https://www.g2.com/survey_responses/market360-review-11911250)

### [Replenit](https://www.g2.com/products/replenit/reviews)

Start with the problem. Every retailer runs the same model. They segment customers into groups, build campaigns on a calendar, and send to lists. It was always a workaround. No team and no tool could reason about each customer individually, so retailers averaged. The cost is everywhere: generic timing, missed reorders, blunt promotions, churn caught too late. Their stack does not fix it. The CDP stores data and stops. The CEP sends what it is told. BI reports the past. None of them decide what to do for each customer, so the decision falls back on a human team already at capacity. Replenit's Maestro is the missing capability. It is the world's first AI CRM Manager, and retailers hire it the way they would hire a person. It reasons, remembers, decides, and executes for every single customer, autonomously, on the stack they already run. Here is how. Maestro builds a living memory of every customer, product, and brand, far beyond raw events. It applies more than a hundred industry skills that reason like a category expert: a skincare specialist, a stylist, a furniture planner. It owns the lifecycle end to end, cross-sell, replenishment, engagement, winback, churn. And it turns every decision into a Golden Decision Event, the reasoning and the finished content together, ready to execute across email, app, WhatsApp, and any channel through the tools already in place. The results are real. L'Occitane lifted post-purchase revenue 235 percent. Mumzworld reached 42 times ROI. iBOOD went from zero to a meaningful revenue share in under two months. And the close: in the AI era, the retailers that win the most CLTV will not be the ones sending more campaigns or building better segments. They will be the ones managing every customer relationship individually, continuously, intelligently, and commercially.

**Average Rating:** 4.8/5.0

**Total Reviews:** 44

#### How Do G2 Users Rate Replenit?

- **Data Types:** 9.6/10 (Category avg: 8.4/10)
- **Validation:** 9.9/10 (Category avg: 8.3/10)
- **Ease of Setup:** 9.5/10 (Category avg: 8.9/10)
- **Correction:** 9.6/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Replenit?

- **Seller:** [Replenit](https://www.g2.com/sellers/replenit)
- **Company Website:** replen.it
- **Year Founded:** 2025
- **HQ Location:** Warszawa,, PL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7f30ca3d9361143cbaf70cdc21939a380f9d0a86c6f3e83572211478cc70061f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Freplen-it&secure%5Burl_type%5D=linkedin_company_website)  
24 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Cosmetics
- **Company Size:** 45% Small, 34% Medium

#### What Do G2 Reviewers Say About Replenit?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **effortless and intuitive replenishment process** of Replenit, making restocking essentials simpler and more personal.
- Users commend the **incredibly supportive customer support** of Replenit, making onboarding and integration seamless and effective.
- Users appreciate the **automation of post-purchase activities** with Replenit, significantly enhancing customer retention and experience.
- Users value the **effortless replenishment process** of Replenit, with personalized reminders ensuring timely restocks of essentials.
- Users highlight the **wide variety of features** in Replenit that simplify customer journey management and enhance retention.

##### Cons

- Users note **complex usability** in aligning replenishment triggers, necessitating adjustments for optimal performance and timing.
- Users note **feature limitations** in Replenit, particularly in configuration and category-specific recommendations, impacting usability.
- Users feel that **reporting features need improvements** , especially regarding edit capabilities and the data dashboard.
- Users feel the **limited flexibility** of Replenit restricts use cases, hoping for broader integration and diversity in the future.
- Users face **campaign management issues** when tuning replenishment triggers and synchronizing promotional campaigns with restock reminders.

#### What Are Recent G2 Reviews of Replenit?

**["Simplifies Complex AI with Strategic Partnership"](https://www.g2.com/survey_responses/replenit-review-12693003)**

**Rating:** 5.0/5.0 stars

_— Batuhan ._

[Read full review](https://www.g2.com/survey_responses/replenit-review-12693003)

**["AI-Powered Insights Into Scalable Customer Engagement"](https://www.g2.com/survey_responses/replenit-review-13059144)**

**Rating:** 4.5/5.0 stars

_— asli g._

[Read full review](https://www.g2.com/survey_responses/replenit-review-13059144)

### [SPS Commerce Revenue Recovery](https://www.g2.com/products/sps-commerce-revenue-recovery/reviews)

SPS Revenue Recovery is a powerful deduction management solution that helps suppliers identify revenue losses, recover invalid deductions, and prevent future fines — all in one place. SPS Revenue Recovery is trusted by leading retail suppliers like McCormick, Bayer, Crayola, Peet's Coffee, Hanes Brands, and more.

**Average Rating:** 4.6/5.0

**Total Reviews:** 149

#### How Do G2 Users Rate SPS Commerce Revenue Recovery?

- **Data Types:** 8.6/10 (Category avg: 8.4/10)
- **Validation:** 9.0/10 (Category avg: 8.3/10)
- **Ease of Setup:** 9.0/10 (Category avg: 8.9/10)
- **Correction:** 8.6/10 (Category avg: 8.4/10)

#### Who Is the Company Behind SPS Commerce Revenue Recovery?

- **Seller:** [SPS Commerce](https://www.g2.com/sellers/sps-commerce)
- **Company Website:** www.spscommerce.com
- **Year Founded:** 1987
- **HQ Location:** Minneapolis, MN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8db45f0fc0f0cd9b4e5687786906de81deaec4cb91f97631ca0089cd5a9ef5a6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F15345%2F&secure%5Burl_type%5D=linkedin_company_website)  
3,351 employees on LinkedIn®
- **Ownership:** NASDAQ:SPSC

#### Who Uses This Product?

- **Top Industries:** Consumer Goods, Manufacturing
- **Company Size:** 50% Small, 42% Medium

#### What Do G2 Reviewers Say About SPS Commerce Revenue Recovery?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of SPS Commerce Revenue Recovery, streamlining workflows and simplifying monitoring tasks.
- Users appreciate the **prompt and professional customer support** of SPS Commerce Revenue Recovery, enhancing their overall experience.
- Users value the **efficiency** of SPS Commerce Revenue Recovery, streamlining their workflow and saving valuable time.
- Users value the **time-saving automation** of SPS Commerce Revenue Recovery, enhancing efficiency and reducing manual tasks.
- Users value the **automation and efficiency** of SPS Commerce Revenue Recovery, leading to strong dispute resolution results.

##### Cons

- Users feel that **improvement is needed** in user-friendliness and efficiency of some features in SPS Commerce.
- Users feel the need for more **missing features** in SPS Commerce Revenue Recovery, particularly with filtering and customization options.
- Users find the **difficult learning curve** initially challenging, which can hinder early adoption of the features.
- Users find the **pricing to be high** , making it less accessible despite the value it provides.
- Users find the **learning curve challenging at first** , though it becomes manageable as they gain familiarity with the system.

#### What Are Recent G2 Reviews of SPS Commerce Revenue Recovery?

**["Trusted Partner for Stronger Revenue Recovery and Chargebacks Insights"](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12899277)**

**Rating:** 5.0/5.0 stars

_— Tanya H._

[Read full review](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12899277)

**["Streamlined Revenue Recovery with Clear Visibility and Centralized Deductions"](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12885811)**

**Rating:** 5.0/5.0 stars

_— Jennifer V._

[Read full review](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12885811)

### [eStoreBrands](https://www.g2.com/products/estorebrands/reviews)

eStore is a sophisticated software solution designed to assist brands in optimizing their online retail presence. By providing actionable insights and data-driven recommendations, eStore helps users enhance product visibility, boost conversion rates, and ultimately drive sales growth across various online retail partners. With over 15 years of experience in the industry, eStore has evolved from its origins in Poland into a trusted ally for global brands, facilitating their navigation through the complexities of digital retail. The platform primarily caters to brands that sell through multiple online retailers, addressing the challenges of digital complexity and visibility blind spots. eStore’s target audience includes marketing and sales teams within these brands, who seek to maximize their product performance on digital shelves. The platform is particularly beneficial for those looking to identify revenue opportunities that may otherwise go unnoticed, allowing brands to capitalize on hidden insights that can lead to significant financial gains. eStore's key features include comprehensive visibility across all online retail channels, enabling users to monitor product performance without the hassle of switching between multiple platforms or spreadsheets. This unified view allows brands to see how their products are performing across various retail media, locations, and marketplaces, providing the clarity needed for informed decision-making. Additionally, the platform employs advanced AI technology to simplify complex data into a straightforward daily action plan. Users receive clear, prioritized tasks that focus on immediate improvements, streamlining their workflow and enhancing productivity. Another notable aspect of eStore is its commitment to data quality, boasting an impressive accuracy rate of over 99%, significantly higher than the industry average. This high level of data integrity ensures that brands can rely on the insights provided to make strategic decisions. Furthermore, eStore recognizes that each brand has unique needs and adapts its platform accordingly, aligning with specific business objectives and internal terminologies. This customization extends to eCategory Management, where eStore not only focuses on individual brand performance but also fosters category growth in collaboration with retailers, creating mutually beneficial partnerships. Through its innovative features and tailored approach, eStore stands out as a vital tool for brands aiming to thrive in the competitive landscape of online retail. By simplifying the management of digital shelves and providing actionable insights, eStore empowers brands to enhance their online presence and achieve sustainable sales growth.

**Average Rating:** 4.6/5.0

**Total Reviews:** 20

#### How Do G2 Users Rate eStoreBrands?

- **Data Types:** 8.3/10 (Category avg: 8.4/10)
- **Validation:** 8.0/10 (Category avg: 8.3/10)
- **Ease of Setup:** 8.1/10 (Category avg: 8.9/10)
- **Correction:** 7.8/10 (Category avg: 8.4/10)

#### Who Is the Company Behind eStoreBrands?

- **Seller:** [eStoreBrands](https://www.g2.com/sellers/estorebrands-49ab75e8-2c3d-41ba-9adc-bd1ea52f9a71)
- **Company Website:** estorebrands.com
- **Year Founded:** 2009
- **HQ Location:** London, England, United Kingdom
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ea79bce95cc7aa03093d1a5706e451bc10e5728aceb78efe52144709d845e324&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Festorebrands&secure%5Burl_type%5D=linkedin_company_website)  
97 employees on LinkedIn®
- **Ownership:** Private

#### Who Uses This Product?

- **Company Size:** 55% Large, 25% Medium

#### What Do G2 Reviewers Say About eStoreBrands?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **accessible and supportive customer service** from eStoreBrands, enhancing collaboration and efficiency immensely.
- Users commend the **ease of use** of eStoreBrands, praising its user-friendly interface and efficient support services.
- Users value the **outstanding support** from eStoreBrands, highlighting their accessibility and commitment to customer success.
- Users love the **user-friendly setup** of eStoreBrands, which offers a clear performance overview and excellent support.
- Users value the **automation features** of eStoreBrands, appreciating the time and resource savings these provide.

##### Cons

- Users find the **complexity of data management** in eStoreBrands requires excessive manual work and monitoring.
- Users report **inaccuracy issues** with product listings, but ticket resolution is quick and effective.
- Users find the **inaccurate sales data** challenging, hindering their ability to assess true brand performance effectively.
- Users face **limited data** crawling capabilities from apps, posing significant challenges for Asian retailers using eStoreBrands.
- Users report challenges with **content integration** for unique retailers in specific countries, affecting overall usability.

#### What Are Recent G2 Reviews of eStoreBrands?

**["Intuitive Tool with Insightful ASDA Integration"](https://www.g2.com/survey_responses/estorebrands-review-12612200)**

**Rating:** 4.5/5.0 stars

_— Anita G._

[Read full review](https://www.g2.com/survey_responses/estorebrands-review-12612200)

**["Unique Conversion Data and Standardised Metrics That Sharpen Retailer Communication"](https://www.g2.com/survey_responses/estorebrands-review-12619817)**

**Rating:** 4.5/5.0 stars

_— Verified User in Dairy_

[Read full review](https://www.g2.com/survey_responses/estorebrands-review-12619817)

### [Syndigo](https://www.g2.com/products/syndigo-syndigo/reviews)

Syndigo is a leader in AI-first PXM, MDM, and PIM, empowering brands, retailers, and distributors to create winning product experiences. Syndigo offers the most extensive brand-retail network, the leading commerce data pool, and automated recommendations that incorporate user-generated content. With Syndigo’s solutions, companies can reach more customers, dynamically optimize shopping experiences, and achieve more control of their commerce with trusted data, software, and connections. Syndigo serves over 18,000 global enterprises in key sectors such as grocery, foodservice, hardlines, home improvement/DIY, pet, health and beauty, automotive, apparel, energy, and healthcare. Learn more at www.syndigo.com.

**Average Rating:** 4.4/5.0

**Total Reviews:** 191

#### How Do G2 Users Rate Syndigo?

- **Data Types:** 7.5/10 (Category avg: 8.4/10)
- **Validation:** 7.5/10 (Category avg: 8.3/10)
- **Ease of Setup:** 8.2/10 (Category avg: 8.9/10)
- **Correction:** 8.3/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Syndigo?

- **Seller:** [Syndigo](https://www.g2.com/sellers/syndigo)
- **Company Website:** www.syndigo.com
- **Year Founded:** 2017
- **HQ Location:** Chicago, Illinois
- **Twitter:** @syndigoLLC  
281 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b31df4100632d3c4a3872a01d2318660d853b4c18c13f473ab419cbbb6b3ce80&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F28625135%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,727 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Consumer Goods, Retail
- **Company Size:** 39% Medium, 31% Small

#### What Do G2 Reviewers Say About Syndigo?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Syndigo for its **exceptional customer support** , consistently providing responsive and helpful assistance throughout their experience.
- Users commend the **ease of use** of Syndigo, appreciating its intuitive interface and seamless integration capabilities.
- Users commend the **helpful support** from Syndigo, enhancing their operational efficiency and overall experience with the platform.
- Users appreciate the **quick response** from Syndigo's support team, ensuring efficient issue resolution and excellent service.
- Users praise Syndigo for its **unified platform with robust features** , improving operational efficiency and enhancing digital visibility.

##### Cons

- Users face **data management issues** with updates, error reporting, and lack of notifications affecting usability.
- Users find the **learning curve steep** for Syndigo, needing better resources and an easier user interface to navigate.
- Users criticize the **poor usability** of Syndigo, highlighting complications in navigation and an overwhelming interface.
- Users face **complexity issues** with Syndigo, struggling with navigation and frequently changing processes that hinder usability.
- Users find the **user interface confusing** , making navigation difficult and complicating the experience for newcomers.

#### What Are Recent G2 Reviews of Syndigo?

**["Easy-to-Use Portal with an Excellent Product Catalog and Responsive Support"](https://www.g2.com/survey_responses/syndigo-review-12874556)**

**Rating:** 5.0/5.0 stars

_— Brian T._

[Read full review](https://www.g2.com/survey_responses/syndigo-review-12874556)

**["Ecommerce Success fueled by Syndigo CES "](https://www.g2.com/survey_responses/syndigo-review-8850824)**

**Rating:** 5.0/5.0 stars

_— Patrick L._

[Read full review](https://www.g2.com/survey_responses/syndigo-review-8850824)

#### What Are G2 Users Discussing About Syndigo?

- [What is Syndigo, The Active Content Engine used for?](https://www.g2.com/discussions/what-is-syndigo-the-active-content-engine-used-for) - 1 comment

### [CommerceIQ](https://www.g2.com/products/commerceiq/reviews)

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 insights that optimize the digital shelf, increase retail media ROI and fuel incremental sales across the world’s largest marketplaces. With a global network of 1450+ retailers, our end-to-end platform helps 2,200+ of the world’s leading brands streamline marketing, supply chain, and sales operations to profitably grow market share in more than 50 countries.

**Average Rating:** 4.2/5.0

**Total Reviews:** 28

#### How Do G2 Users Rate CommerceIQ?

- **Data Types:** 9.0/10 (Category avg: 8.4/10)
- **Validation:** 8.3/10 (Category avg: 8.3/10)
- **Ease of Setup:** 7.7/10 (Category avg: 8.9/10)
- **Correction:** 8.3/10 (Category avg: 8.4/10)

#### Who Is the Company Behind CommerceIQ?

- **Seller:** [CommerceIQ](https://www.g2.com/sellers/commerceiq)
- **Company Website:** www.commerceiq.ai
- **Year Founded:** 2012
- **HQ Location:** Mountain View, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=90127725f5a91aede40130d2553bafaf7b4742432448736541837ff5920d7c3d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcommerceiq%2F&secure%5Burl_type%5D=linkedin_company_website)  
635 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Consumer Goods, Manufacturing
- **Company Size:** 46% Medium, 32% Large

#### What Do G2 Reviewers Say About CommerceIQ?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **fast and intuitive data analysis** from CommerceIQ invaluable for efficient trading on Amazon.
- Users find CommerceIQ's **ease of use** essential for daily tasks across various business functions, enhancing productivity.
- Users value the **efficiency** of CommerceIQ for swift metric overviews and streamlined support, enhancing their trading activities.
- Users praise the **exceptional customer support** of CommerceIQ, noting their responsiveness and tailored insights for business needs.
- Users value the **comprehensive support** from CIQ, enabling efficient access to metrics and actionable insights for Amazon trading.

##### Cons

- Users experience **data inaccuracies** that complicate tracking marketshare and updating product details effectively.
- Users experience **slow performance** with CommerceIQ, particularly with module loading times and report generation delays.
- Users experience **poor customer support** at CommerceIQ, highlighted by frequent account manager turnover and lack of assistance.
- Users report experiencing frequent **software bugs** that lead to manual intervention and delays in campaign launches.
- Users have noted the **inaccurate reporting** in CommerceIQ, affecting confidence in the platform's data insights.

#### What Are Recent G2 Reviews of CommerceIQ?

**["CommerceIQ Platform Review"](https://www.g2.com/survey_responses/commerceiq-review-11904596)**

**Rating:** 4.0/5.0 stars

_— James M._

[Read full review](https://www.g2.com/survey_responses/commerceiq-review-11904596)

**["Managing Amazon business with CommerceIQ is a dream come true!"](https://www.g2.com/survey_responses/commerceiq-review-11910155)**

**Rating:** 5.0/5.0 stars

_— Eric J._

[Read full review](https://www.g2.com/survey_responses/commerceiq-review-11910155)

### [Smarter Ecommerce](https://www.g2.com/products/smarter-ecommerce/reviews)

Smarter Ecommerce (smec) is a leading PPC software provider and performance marketing agency that helps ecommerce brands achieve better business outcomes through AI-driven optimization of Google Ads and Microsoft Advertising. The smec platform connects and activates first-party business data - including profit margins, customer lifetime value (CLV), and other key business metrics - to deliver data-informed advertising strategies. Dynamic Segments allow retailers to optimize for business outcomes such as profitability (POAS), average order value (AOV), and revenue growth, maintaining control over business priorities even as advertising platforms become more automated and less transparent.. The platform's predictive AI adjusts Target ROAS and allocates budgets across all campaigns to improve overall performance and increase efficiency in achieving business objectives. Detailed product and campaign insights provide transparency into how automated campaigns perform, helping PPC teams govern AI effectively and see what's happening inside the "black box”. By automating routine PPC tasks and centralizing management across Google and Microsoft Ads, smec helps retailers with extensive product catalogs maintain agility and efficiency. Teams can focus on strategic oversight, data quality, and profit optimization, while automation manages campaign execution aligned with live business goals. In addition to its platform, smec delivers full-service agency support across Google, Microsoft, Meta, and programmatic channels, offering full-funnel strategy, data engineering, conversion tracking, and marketing analytics. This combination of technology, data, and expertise positions smec as a trusted partner for scaling ecommerce performance. Founded in 2007, Smarter Ecommerce is recognized as a Google Premier Partner, was named a Google Ads Impact Award Finalist in 2025 and is a three-time Microsoft Retail Partner of the Year. smec currently manages over €500 Million in annual ad spend, driving more than €15 Billion in ecommerce revenue for over 350 global retail clients, including THG, Snipes, REWE, Decathlon, River Island, Miami Heat, Shade Station, Mountain Warehouse, EMAG and Intersport.

**Average Rating:** 4.7/5.0

**Total Reviews:** 81

#### How Do G2 Users Rate Smarter Ecommerce?

- **Data Types:** 7.8/10 (Category avg: 8.4/10)
- **Validation:** 9.2/10 (Category avg: 8.3/10)
- **Ease of Setup:** 9.0/10 (Category avg: 8.9/10)
- **Correction:** 8.3/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Smarter Ecommerce?

- **Seller:** [Smarter Ecommerce GmbH](https://www.g2.com/sellers/smarter-ecommerce-gmbh)
- **Year Founded:** 2007
- **HQ Location:** Linz, Austria
- **Twitter:** @smec  
1,626 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7b6985c0a7281b111fe7e54dcc5119cf415ba00d836364b0a4e7db05c0feaff1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsmarter-ecommerce-gmbh%2F&secure%5Burl_type%5D=linkedin_company_website)  
88 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Marketing and Advertising
- **Company Size:** 49% Medium, 31% Small

#### What Are Recent G2 Reviews of Smarter Ecommerce?

**["AI-supported Google Ads Optimization"](https://www.g2.com/survey_responses/smarter-ecommerce-review-12713403)**

**Rating:** 4.5/5.0 stars

_— Norman W._

[Read full review](https://www.g2.com/survey_responses/smarter-ecommerce-review-12713403)

**["Reliable partner for scaling Google Ads performance with expert support"](https://www.g2.com/survey_responses/smarter-ecommerce-review-12959586)**

**Rating:** 5.0/5.0 stars

_— Franziska N._

[Read full review](https://www.g2.com/survey_responses/smarter-ecommerce-review-12959586)

#### What Are G2 Users Discussing About Smarter Ecommerce?

- [What is Smarter Ecommerce used for?](https://www.g2.com/discussions/what-is-smarter-ecommerce-used-for)

### [Dataweave](https://www.g2.com/products/dataweave/reviews)

DataWeave is a SaaS-based digital commerce enablement platform providing digital shelf analytics and dynamic pricing solutions for global consumer brands and retailers. The company’s digital commerce enablement and channel optimization platform enables global consumer brands and retailers to accelerate sales growth, expand market share and compete profitably at scale. With more and more digital channels launching, DataWeave’s customers leverage the company's proprietary technology to gain superior performance measurement capabilities across each of their online channels that in turn help them in making smarter and faster decisions. The unique capabilities delivered through DataWeave’s platform provide customers with the right KPIs – including price competitiveness, content quality and benchmarking, product availability, promotion performance, search & media share of voice, rating and review analysis – on a real-time basis, driving increased sales and market share while empowering clients to compete profitably. The platform is language-agnostic which is critical in facilitating DataWeave to serve global accounts.

**Average Rating:** 4.4/5.0

**Total Reviews:** 83

#### How Do G2 Users Rate Dataweave?

- **Data Types:** 9.3/10 (Category avg: 8.4/10)
- **Validation:** 8.3/10 (Category avg: 8.3/10)
- **Ease of Setup:** 7.9/10 (Category avg: 8.9/10)
- **Correction:** 8.8/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Dataweave?

- **Seller:** [DataWeave](https://www.g2.com/sellers/dataweave)
- **Year Founded:** 2011
- **HQ Location:** Bangalore
- **Twitter:** @dataweavein  
1,030 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=96a74d63fa4fa31caee262947e4a970fd6683f2f0c8a6835dcc1a5333a731eee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2256618%2F&secure%5Burl_type%5D=linkedin_company_website)  
236 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Consumer Goods
- **Company Size:** 51% Large, 34% Medium

#### What Do G2 Reviewers Say About Dataweave?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **excellent customer support** of Dataweave, which enhances the overall experience and problem-solving efficiency.
- Users enjoy the **ease of use** of Dataweave, finding it straightforward to implement and navigate efficiently.
- Users value the **variety of features** Dataweave offers, enhancing their ability to analyze product categories effectively.
- Users value the **effective communication** from Dataweave's team, ensuring support and transparency throughout the process.
- Users value the **accurate and timely competitive insights** provided by Dataweave, praising their organized approach and helpful support.

##### Cons

- Users face **filtering issues** with not enough exact matches, complicating comparisons across competitor products.
- Users experience **inadequate tracking** of the images carousel, leading to confusion and frustration during use.
- Users experience **limited tracking of image carousel** , creating challenges in navigating through multiple images effectively.

#### What Are Recent G2 Reviews of Dataweave?

**["Extensive Ecommerce Coverage with Fast, High-Quality Support"](https://www.g2.com/survey_responses/dataweave-review-12959624)**

**Rating:** 5.0/5.0 stars

_— Rahul J._

[Read full review](https://www.g2.com/survey_responses/dataweave-review-12959624)

**["Best-in-Class Customer Success and Smooth Issue Handling"](https://www.g2.com/survey_responses/dataweave-review-13054749)**

**Rating:** 5.0/5.0 stars

_— Rohit J._

[Read full review](https://www.g2.com/survey_responses/dataweave-review-13054749)

#### What Are G2 Users Discussing About Dataweave?

- [Is DataWeave a language?](https://www.g2.com/discussions/is-dataweave-a-language)
- [Is DataWeave proprietary?](https://www.g2.com/discussions/is-dataweave-proprietary) - 1 comment
- [What is DataWeave?](https://www.g2.com/discussions/what-is-dataweave) - 1 comment
- [What are the functions in DataWeave?](https://www.g2.com/discussions/what-are-the-functions-in-dataweave) - 1 comment

### [PriceShape](https://www.g2.com/products/priceshape/reviews)

PriceShape is a SaaS platform for e-commerce companies and brands that need accurate competitor product data and dynamic pricing. The platform tracks prices, stock levels, and assortments across marketplaces such as Google Shopping, Amazon, and others, updating daily for precision. Use this intelligence to adjust automatically pricing strategies, improve campaign performance, and secure an advantage in competitive markets. By providing actionable insights, PriceShape empowers users to win more sales and maximize revenue through informed pricing decisions. Targeted primarily at e-commerce businesses and brands, PriceShape caters to a diverse range of online sellers, from small startups to large retail companies. The platform is particularly beneficial for those operating in highly competitive markets where pricing plays a crucial role in attracting customers. Users can utilize PriceShape to gain a complete overview of their competitors' pricing strategies, which is displayed in a user-friendly, personalized dashboard. This centralized view allows businesses to quickly assess their competitive landscape and make data-driven adjustments to their pricing strategies. One of the standout features of PriceShape is its dynamic pricing rules and strategies, which are customizable to meet the specific needs of each user. This flexibility enables businesses to implement various pricing tactics based on real-time competitor data, ensuring they remain agile in their pricing approach. By utilizing these features, users can improve their decision-making processes, responding effectively to shifts in the competitive environment and optimizing their pricing for maximum profitability. Additionally, PriceShape enhances the effectiveness of Google Shopping campaigns through its feed editor, which allows users to incorporate competitive pricing knowledge directly into their product feeds. By inserting price tags based on competitor analysis, online sellers can focus their advertising spend on products where they are competitively priced, thereby improving their return on ad spend (ROAS). This intelligent segmentation of cost-per-click (CPC) campaigns not only reduces wasted ad expenditure but also significantly boosts overall campaign performance. In summary, PriceShape offers a robust solution for e-commerce companies looking to refine their pricing strategies through competitor insights. With its comprehensive monitoring capabilities, dynamic pricing options, and integration with Google Shopping feeds, PriceShape provides users with the tools they need to navigate the complexities of online retail pricing effectively.

**Average Rating:** 4.7/5.0

**Total Reviews:** 41

#### How Do G2 Users Rate PriceShape?

- **Data Types:** 10.0/10 (Category avg: 8.4/10)
- **Ease of Setup:** 9.0/10 (Category avg: 8.9/10)

#### Who Is the Company Behind PriceShape?

- **Seller:** [PriceShape](https://www.g2.com/sellers/priceshape)
- **Company Website:** priceshape.com
- **Year Founded:** 2018
- **HQ Location:** Aarhus C, DK
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=62ac717cbd89c8f5cc4039487d8a1022e1d703ac49e902ae0555d64231126520&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpriceshape&secure%5Burl_type%5D=linkedin_company_website)  
102 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Sporting Goods
- **Company Size:** 56% Small, 39% Medium

#### What Do G2 Reviewers Say About PriceShape?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **outstanding customer support** of PriceShape, noting responsiveness and proactive assistance for quick resolutions.
- Users find PriceShape to be **intuitive and easy to use** , facilitating quick setup and effective pricing strategies.
- Users value the **automation of pricing strategies** offered by PriceShape, enhancing competitive edge in e-commerce.
- Users value the **comprehensive competitor analysis** features of PriceShape, enhancing their pricing strategies and insights.
- Users love the **intuitive and easy-to-navigate interface** of PriceShape, enhancing their efficiency in monitoring prices.

##### Cons

- Users note that PriceShape is **expensive** , but they acknowledge that the quality justifies the cost.
- Users face **data management issues** with PriceShape, including tedious exports and inaccurate initial information, but improvements are underway.
- Users experience **inaccurate data** initially, leading to manual adjustments, but improvements are anticipated from the PriceShape team.
- Users find the **limited data access** frustrating, as certain historical insights and competitor structures are not fully supported.
- Users find the **missing features** in PriceShape, including inadequate integration options and limited pricing strategies, frustrating.

#### What Are Recent G2 Reviews of PriceShape?

**["Essential Tool for Competitive Repricing"](https://www.g2.com/survey_responses/priceshape-review-12510295)**

**Rating:** 5.0/5.0 stars

_— Simon M._

[Read full review](https://www.g2.com/survey_responses/priceshape-review-12510295)

**["PriceShape: Intuitive UI, Excellent Data Quality, and Fast, Efficient Support"](https://www.g2.com/survey_responses/priceshape-review-12711027)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/priceshape-review-12711027)

### [Numerator Insights](https://www.g2.com/products/numerator-insights/reviews)

Numerator Insights provides manufacturers and retailers visibility into omnichannel consumer behaviors including brand and channel switching, household penetration, and shopper profiles within a user-friendly platform. Numerator Insights offers over 40 flexible reports to provide faster, deeper answers about consumer behavior, helping brands and retailers identify growth opportunities. Numerator Insights is powered by data from the Numerator OmniPanel, America’s largest, most representative consumer panel. The Numerator OmniPanel provides a holistic view of consumer behavior across channels, capturing more than 2 billion trips from 200,000 static panelists, and 2,500+ demographic, psychographic & media consumption attributes, collected from a single source. The Numerator OmniPanel provides unparalleled insights about omnichannel consumer behavior, as well as the attitudes and opinions that influence each trip.

**Average Rating:** 4.6/5.0

**Total Reviews:** 42

#### How Do G2 Users Rate Numerator Insights?

- **Data Types:** 8.8/10 (Category avg: 8.4/10)
- **Validation:** 8.0/10 (Category avg: 8.3/10)
- **Ease of Setup:** 9.3/10 (Category avg: 8.9/10)
- **Correction:** 8.7/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Numerator Insights?

- **Seller:** [Numerator](https://www.g2.com/sellers/numerator)
- **HQ Location:** Chicago, Illinois
- **Twitter:** @numerator  
1 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=45745efd18fac1daeb6cb354d92f1d0f7e384acea3893c6615c26ac79ddb0490&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnumerator%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,790 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Consumer Goods, Food & Beverages
- **Company Size:** 60% Large, 31% Medium

#### What Do G2 Reviewers Say About Numerator Insights?

_AI-generated summary from verified user reviews_

##### Cons

- Users find that some **predefined reports are hard to understand** , making data interpretation challenging.
- Users find some predefined reports to be **difficult to understand** , impacting their overall experience with Numerator Insights.
- Users find that some **predefined reports are hard to understand** , which hampers their ability to derive valuable insights.
- Users find that some **predefined reports are hard to understand** , which complicates data interpretation and usage.

#### What Are Recent G2 Reviews of Numerator Insights?

**["Larger Sample Size, User-Friendly Insights"](https://www.g2.com/survey_responses/numerator-insights-review-12470823)**

**Rating:** 5.0/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/numerator-insights-review-12470823)

**["Experience"](https://www.g2.com/survey_responses/numerator-insights-review-12471880)**

**Rating:** 5.0/5.0 stars

_— Caroliegh F._

[Read full review](https://www.g2.com/survey_responses/numerator-insights-review-12471880)

#### What Are G2 Users Discussing About Numerator Insights?

- [How does Numerator collect data?](https://www.g2.com/discussions/how-does-numerator-collect-data)
- [What does Numerator the company do?](https://www.g2.com/discussions/what-does-numerator-the-company-do)
- [Is Numerator is a good source?](https://www.g2.com/discussions/is-numerator-is-a-good-source)
- [What is Numerator software?](https://www.g2.com/discussions/what-is-numerator-software)

### [Intellicus](https://www.g2.com/products/intellicus/reviews)

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 data to accelerate their growth. Intellicus Technologies tailor solutions based on your needs, instead of retrofitting them to ‘customizable’ one-size-fits-all solutions. Intellicus offers end-to-end data integration through ETL, integrating sophisticated databases, ERP solutions, legacy systems, telephony, ACDs till flat file systems into a data warehouse that becomes the single source of truth. Intellicus’ self-serve reporting, OLAP capabilities and interactive analytics dashboards allow users to drill down & drill up, zoom out or slice-and-dice data to create a 360-degree view of the business. Auto-ML based what-if predictions deliver power and agility to small and large enterprises so that they can make business critical decisions based on science. Ready to take the next step in your digital transformation? Write to marketing@intellicus.com today

**Average Rating:** 4.6/5.0

**Total Reviews:** 119

#### How Do G2 Users Rate Intellicus?

- **Data Types:** 9.2/10 (Category avg: 8.4/10)
- **Validation:** 9.2/10 (Category avg: 8.3/10)
- **Ease of Setup:** 8.8/10 (Category avg: 8.9/10)
- **Correction:** 8.6/10 (Category avg: 8.4/10)

#### Who Is the Company Behind Intellicus?

- **Seller:** [Intellicus Technologies](https://www.g2.com/sellers/intellicus-technologies)
- **Company Website:** www.intellicus.com
- **Year Founded:** 2004
- **HQ Location:** Los Gatos, CA
- **Twitter:** @Intellicus  
277 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fc07f0f0ad8078ef7bf3668fb492fde78637e65e9a468217a08fcf623e67cc5e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fintellicus-technologies&secure%5Burl_type%5D=linkedin_company_website)  
241 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 59% Medium, 23% Large

#### What Do G2 Reviewers Say About Intellicus?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **reporting capabilities** of Intellicus efficient and user-friendly, enhancing their data management experience.
- Users value the **ease of use** of Intellicus, enhancing workflow efficiency and streamlining data management tasks effectively.
- Users value the **ease of dashboard customization** in Intellicus, enabling tailored insights for diverse management levels.
- Users appreciate the **end-to-end data analysis solutions** of Intellicus, enhancing efficiency in data processing and integration.
- Users value the **advanced data visualization capabilities** of Intellicus, enhancing their business intelligence and decision-making efforts.

##### Cons

- Users find the **complex usability** of Intellicus challenging, especially with advanced features and initial setup requiring technical knowledge.
- Users find certain features of Intellicus **difficult to learn** , impacting the overall user experience and efficiency.
- Users find the **learning curve steep** with Intellicus, as advanced features and scripting are not immediately intuitive.
- Users find Intellicus's **complex interface** overwhelming initially, requiring time to master before fully utilizing its features.
- Users find the **learning difficulty** of Intellicus challenging due to complex features and initial technical understanding required.

#### What Are Recent G2 Reviews of Intellicus?

**["Excellent for Data Engineering and Visualization"](https://www.g2.com/survey_responses/intellicus-review-11985902)**

**Rating:** 5.0/5.0 stars

_— Abhishek D._

[Read full review](https://www.g2.com/survey_responses/intellicus-review-11985902)

**["A Powerful BI & Reporting Platform"](https://www.g2.com/survey_responses/intellicus-review-7654115)**

**Rating:** 5.0/5.0 stars

_— Jaswanth S._

[Read full review](https://www.g2.com/survey_responses/intellicus-review-7654115)

#### What Are G2 Users Discussing About Intellicus?

- [What is Intellicus used for?](https://www.g2.com/discussions/what-is-intellicus-used-for) - 1 comment, 1 upvote

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Spotlight Categories

[Product Information Management (PIM) Systems](https://www.g2.com/categories/product-information-management-pim)

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[Cloud Infrastructure Monitoring Tools and Software](https://www.g2.com/categories/cloud-infrastructure-monitoring)

[Zero Trust Networking Software](https://www.g2.com/categories/zero-trust-networking)

[Professional Services Automation Software](https://www.g2.com/categories/professional-services-automation)

Similar Categories

- [Other Retail](/categories/other-retail)
- [Rebate Management](/categories/rebate-management)
- [Retail Analytics](/categories/retail-analytics)
- [Retail Assortment Planning](/categories/retail-assortment-planning)

- [Retail Distributed Order Management Systems](/categories/retail-distributed-order-management-systems)
- [Retail IoT](/categories/retail-iot)
- [Retail Management Software](/categories/retail-management-software)
- [Retail Pricing](/categories/retail-pricing)

- [Retail Space Planning](/categories/retail-space-planning)
- [Retail Task Management](/categories/retail-task-management)

[Browse Retail Intelligence Themes](/categories/retail-intelligence/themes)

 ![Subhransu Sahu](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Subhransu Sahu")
SS

Researched and written by [Subhransu Sahu](https://research.g2.com/insights/author/subhransu-sahu)

Updated July 20, 2026

Retail intelligence software helps retailers improve revenue and operations by delivering insights and advanced analytics. This software gathers, manages, and analyzes retail and e-commerce data from multiple sources, such as internal (software such as e-commerce platforms), external (e-commerce marketplaces), and industry benchmarking data provided by third parties.

The data is obtained through integration, parsing, and scraping. Artificial intelligence (AI) and machine learning (ML) are used to clean and analyze data for competitive intelligence, market analysis, brand protection, and pricing optimization.

This type of software is used by retailers that sell online, in-store, and through distribution networks. It can be used in consumer packaged goods (CPG) and durable goods to navigate the high volume of products and transactions.

Retail intelligence software integrates with [business intelligence software](https://www.g2.com/categories/business-intelligence) to help users further analyze the data and create personalized visualizations.

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

- Ingest retail data from sources like POS, ERP, e-commerce, and market data
- Use AI, ML, or advanced analytics to deliver predictive, prescriptive, or autonomous recommendations on pricing, performance, consumer behavior, and competition
- Support real-time or near real-time processing for timely retail decision-making
- Enable or integrate with retail operations systems to drive actions like pricing, staffing, and inventory
- Deliver dashboards and customizable reports to monitor performance
- Optionally include multi-source data fusion, such as IoT, video, or in-store sensors

Show More

* * *

## How Do You Choose the Right Retail Intelligence Software?

### What You Should Know About Retail Intelligence Software

### What is Retail Intelligence Software?

Retail intelligence software helps retailers think beyond retail analytics solutions. Retail intelligence software is not only beneficial for retail businesses to collect and measure data from multiple sources such as [retail pos systems](https://www.g2.com/categories/retail-pos), [retail management systems](https://www.g2.com/categories/retail-management-system), [retail IoT devices](https://www.g2.com/categories/retail-iot), [e-commerce platforms](https://www.g2.com/categories/e-commerce-platforms), [marketplaces](https://www.g2.com/categories/marketplace), etc., but it also creates data-driven models that can learn on its own. [Artificial intelligence (AI)](https://www.g2.com/categories/artificial-intelligence) and [machine learning (ML)](https://www.g2.com/categories/machine-learning) help glean information from unstructured data, images, and videos to provide retailers with crucial business insights, helping them understand trends and make more accurate predictions.

Retail intelligence software is mainly used by consumer packaged goods (CPG) and the retail industry because of the large volumes of diverse data. It arms retailers with real-time, granular data that helps streamline operations, increase profits, and deliver exceptional customer experiences. It analyzes stockouts, shelf space usage, share of each product, and in-store displays and measures the effectiveness of promotions.

### What are the Common Features of Retail Intelligence Software?

The following are some core features within retail intelligence software that can help retailers find the best solution to discover actionable insights:

**Omnichannel data integration:** Retail intelligence software connects data from across the entire enterprise. It provides uniform, frictionless integration across thousands of data sources from any system, including inventory management, point of sale, ERP, and CRM. The ability to save time and energy by automating the data collection, organization and storage process is an important function of the system.

**Real-time data processing and insights:** With the power of AI and ML, retail intelligence solutions process data as soon as it is collected and uploaded to the database. It allows real-time access to key KPIs, such as sales, inventory levels, pricing, and more. The intelligence system cleanses, validates, analyzes, and forecasts the data to create easily digestible reports for managers, decision-makers, and stakeholders.

**Reporting using customizable dashboards:** It empowers retail business users to visualize and analyze data through intuitive dashboards. Retail intelligence tools are equipped with capabilities to create beautiful dashboards that allow users to explore patterns in data and tell a more visual story. Data-rich visualizations take reporting and analytics to the next level and provide businesses with deeper insights into what’s happening at the moment.

### What are the Benefits of Retail Intelligence Software?

Retail intelligence 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 this software:

**Track customer movement:** Identifying where customers are coming from is an essential feature of retail intelligence tools. It helps businesses discover how consumers find their products and websites, such as through referrals or email campaigns. It also allows retailers to run hyper-personalized customer campaigns based on their demographics. 

**Track customer spending:** Retailers leverage retail intelligence platforms to track customer spending patterns and behaviors through loyalty programs. It also allows retailers to devise loyalty programs based on customer purchase history and provide rewards and personalized offerings to improve customer engagement further. 

**Deliver personalized shopping experiences:** With the help of customer behavior data, retail intelligence platforms enable retailers to create unique experiences tailored to individual customers. From the first visit to post-checkout, retailers have the opportunity to personalize every step of the customer journey.

**Gain visibility into supply chain:** A retail intelligence platform in conjunction with a retail POS system or retail inventory management system allows retailers to see what's happening in the supply chain. It helps to track the movement and storage of raw materials, work-in-process inventory, finished goods, and end-to-end order fulfillment of the business. Using supply chain data, these tools recommend the best ways to optimize the supply chain and address related issues.

**Design campaigns and retargeting:** The tool helps design and run targeted marketing campaigns based on customer behavior and measure their effectiveness. Offline retail stores can plan and create trade promotions in retail stores to promote their product and services. Online retailers can see whether marketing campaigns are working and consumers click on links, open emails, etc.

**Monitor social media behavior:** Retail intelligence software helps retailers monitor social media behavior using sentiment analysis to track product ratings. Data from social media monitoring can be analyzed on retail intelligence platforms to gain insights about a brand, product, competitors, industry, and a lot more.

### Who Uses Retail Intelligence Software?

Analysts or managers from different retail and CPG industries use this software to carry out daily routine analytical tasks. Here’s a list of a few personnel who often use this software.

**Retail store managers:** Store managers use retail intelligence software to track and measure store KPIs such as footfalls, sales, inventory counts, etc., on a monthly, quarterly, and yearly basis.

**Analytics managers:** Analytics managers implement data mining to draw actionable insights using various algorithms and modeling techniques such as big data, descriptive analytics, diagnostic analytics, predictive analytics, and prescriptive analytics using retail intelligence tools.

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

### What are the Alternatives to Retail Intelligence Software?

The following alternative software can partially or completely replace retail intelligence tools:

[Retail analytics](https://www.g2.com/categories/retail-analytics): Retail analytics software empowers retail businesses by providing insights into all aspects of the store using business intelligence data, such as sales figures, inventory levels, customer data, supply chain data, etc. It is a close alternative to retail intelligence platforms and can be used interchangeably. It mainly helps clean and organize inconsistent data sets and visualize them on a single intuitive retail dashboard for easy understanding and interpretation. A software named retail analytics and business intelligence tools includes features of both analytics and intelligence platforms.

#### Software Related to Retail Intelligence Software

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

[Retail POS systems](https://www.g2.com/categories/retail-pos) **:** Retail intelligence software can be integrated with retail POS systems to pull out sales data, inventory data, customer purchase history, etc., for data analysis and insight generation.

[Retail pricing software](https://www.g2.com/categories/retail-pricing) **:** Retail pricing software helps retailers analyze the pricing of products and develop product pricing strategies. Retail intelligence solution further helps in analyzing and optimizing pricing data.

[Trade promotion management software](https://www.g2.com/categories/trade-promotion-management) **:** Retail intelligence software also collaborates with trade promotion software to measure the performance of trade promotions. Intelligent dashboards help track the progress and performance of promotional activities in a retail store.

[Retail IoT software](https://www.g2.com/categories/retail-iot) **:** Retail IoT devices like optimal staffing level indicators, movement tracking systems, cashier-less payment systems, smart carts, etc., can be integrated with retail intelligence software to analyze the data from these devices and recommend unique points for improvement of in-store operations.

### Challenges with Retail Intelligence Software

Retail intelligence solutions can come with their own set of challenges. 

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

**Software expertise:** Intelligence tools are difficult for laymen to understand and operate. Tools like these need a good understanding of data, and some data analytics skills are an added advantage. Companies need to ensure that they invest in resource capacity building or hire resources with specific skill sets before investing in such software.

**Software subscription:** Most retail intelligence solutions are cloud-based and available to buyers on a subscription model. The challenge to buyers is the recurring cost associated with the software. While enterprises might not find it an issue, small and mid-size retail companies may face an issue with allocating a specific budget to avail software features every year.

### How to Buy Retail Intelligence Software

#### Requirements Gathering (RFI/RFP) for Retail Intelligence Software

Requirement gathering ensures that the software has all the features a business needs. When selecting retail intelligence software, it is important to first look at how the business operates and then familiarize oneself with the different types of software available. It also helps to ask critical questions about the need for the software. For example, retail intelligence solutions help analyze complex retail data and present insights, but the buyer should also know if there is enough data to process and how these insights will help improve the existing position of the retail business.

#### Compare Retail Intelligence Software Products

**Create a long list**

Depending on the industry, the buyer might want to create a long list of software designed to help businesses. A long list always helps buyers select the right software from many products available for retail intelligence. A long list must consist of products that include metrics like product popularity, the price offered for product add-ons, schemes for upgrading, and round-the-clock customer service support.

**Create a short list**

A short list narrows down the long list of buyers and helps in constructive decision-making on which software to opt for. Short lists are more specific to the exact need of the buyer mapped with the features offered by the product and generally whittle down the long list based on the budget. For example, buyers looking for cloud-based retail intelligence software must not keep the software installed on-premises on the short list or only select software within the company’s IT budget.

**Conduct demos**

Demos are an essential part of the entire software implementation process. It ensures that the retail intelligence software is running smoothly and is compatible with the existing business system. It helps meet realistic expectations from the product. During demos, buyers should ask specific questions about the functionalities they care about most. For example, one might ask to be walked through data importing and exporting, tracking features, how to create dashboards and visualization, how to integrate with other software, or how to look at real-time retail data.

#### Selection of Retail Intelligence Software

**Choose a selection team**

A team 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 intelligence software onboarding process. Buyers can also outsource technical consultants with domain-specific expertise to give constructive recommendations and suggestions in this process.

**Negotiation**

The negotiation process can happen upon receiving a price quote from the vendor. To successfully negotiate, the buyer must keep in mind the available budget to purchase the software and ask the vendor for some discounts in return for an annual upfront payment. Sometimes, a software provider may offer unlimited usage or add-ons if the buyers pay upfront instead of in installments. A successful negotiation means a courteous and constructive interaction that is a win-win for both parties.

**Final decision**

The final decision should be based on all the information gathered, features offered, and a price agreed upon by both parties involved in the purchasing process of the product. Senior management or the head of the department should decide to select the software after carefully going through all the information provided by the vendor team. Businesses should keep in mind to choose the solution that meets most of, if not all, their requirements. Later, they can upgrade to the premium version anytime.