Best Retail Intelligence Software - Page 5

How Many Retail Intelligence Software Products Does G2 Track?

Total Products under this Category: 218

Category Stats (Oct 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Slimstock (+2.16%) - Among all products in this category, Slimstock recorded the largest rating increase compared to last month

Last updated: October 27, 2026

How Does G2 Rank Retail Intelligence Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,000+ Authentic Reviews
  • 218+ 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

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

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

ShopVision Market & Competitive Intelligence

The Market & Competitive Intelligence Platform for Brands & Retailers ShopVision shows brands & retailers what competitors are doing across pricing, promotions, assortment, and channels, and what to do about it. Connect your store and ShopVision matches competitor products to yours, then tracks their prices, promos, launches, and stock changes daily. Get alerts when something moves, see where you're over- or under-priced, and spot assortment gaps and MAP violations. Instead of raw data to sift through, you get what changed, what's happening now, and the next move. Marketing Intelligence: competitor ads, email, and social as they go live Pricing Intelligence: competitor prices matched to your products, daily Assortment & Catalog Intelligence: competitor launches, drops, and restocks Wholesale & MAP Intelligence: MAP and reseller monitoring across channels ShopVision tracks over 300,000+ brands, retailers, and marketplaces, with 15 million products tracked daily.

Average Rating: 5.0/5.0

Total Reviews: 6

How Do G2 Users Rate ShopVision Market & Competitive Intelligence?

  • Data Types: 8.3/10 (Category avg: 8.5/10)
  • Ease of Setup: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind ShopVision Market & Competitive Intelligence?

  • Seller: ShopVision
  • Company Website:
  • Year Founded: 2024
  • HQ Location: Vancouver, CA
  • Twitter: @ShopVisionAI
    3 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 17% Large

What Do G2 Reviewers Say About ShopVision Market & Competitive Intelligence?

AI-generated summary from verified user reviews

Pros
  • Users value the detailed competitor analysis of ShopVision, appreciating its actionable insights and strong customer support.
  • Users value the easy implementation and detailed competitor analysis provided by ShopVision, alongside excellent customer support.
  • Users value the detailed competitor analysis from ShopVision, enhancing strategic decisions with helpful suggestions and insights.
  • Users praise the brilliant customer support of ShopVision, appreciating their helpfulness and responsiveness to feedback.
  • Users value the simple implementation and insightful competitor analysis that drives strategic improvements for their business.
Cons
  • Users note a difficult learning curve with ShopVision, requiring time to incorporate it into their workflows.
  • Users note a learning curve with ShopVision, requiring time to fully integrate it into workflows.

What Are Recent G2 Reviews of ShopVision Market & Competitive Intelligence?

SiteRise

With SiteRise, you can streamline your entire retail planning process, empowering your team with the tools and power to make informed decisions. No more guessing or wasting time on scattered information. SiteRise brings all your teams together, from design to construction to marketing, ensuring everyone is on the same page. Our software platform, built on years of actual retail development experience and 1,000s of successful locations, provides a single source of truth. Say goodbye to the noise and hello to focused, on-time delivery. Take control of your retail store planning with SiteRise and watch your business soar!

Average Rating: 4.9/5.0

Total Reviews: 5

How Do G2 Users Rate SiteRise?

  • Data Types: 8.3/10 (Category avg: 8.5/10)
  • Validation: 8.3/10 (Category avg: 8.3/10)
  • Ease of Setup: 9.2/10 (Category avg: 8.9/10)
  • Correction: 10.0/10 (Category avg: 8.4/10)

Who Is the Company Behind SiteRise?

Who Uses This Product?

  • Company Size: 40% Medium, 20% Large

What Do G2 Reviewers Say About SiteRise?

AI-generated summary from verified user reviews

Pros
  • Users love the customization options in SiteRise, enabling tailored solutions that enhance their retail management experience.
  • Users commend the ease of use of SiteRise, making onboarding and integration with existing tools effortless.
  • Users find SiteRise to be helpful with seamless tool integration and exceptional onboarding support from the team.
  • Users value the seamless integrations of SiteRise with existing tools, enhancing their retail development experience significantly.
  • Users appreciate the seamless integration and ease of organization with SiteRise, enhancing their retail development experience.

What Are Recent G2 Reviews of SiteRise?

Sweet Analytics

Sweet Analytics, at the centre of all your data. Sweet connects with all the marketing platforms that you know and love and brings it all under one roof. Helping you understand customer retention and acquisition to drive your business forward. What we do... Customer Data To understand your customers you first need to understand all their interactions. Armed with a deep understanding of each of our customers, Sweet Analytics can help you to reach them more effectively with our unique personalisation tools. Single Customer View At the heart of Sweet Analytics is one of the most advanced Single Customer Views in the market. Using all available integrations we build a complete customer profile for all interactions with your brand, which are made readily available through our dashboards. Sweet Tracker™ Our proprietary technology allows us to unify browsing behaviour with Single Customer View, providing impartial attribution and linking sales to web interactions. With the ability of real-time interventions and cross-device tracking we can deliver personalised customer journeys. Attribution Tackling the Holy Grail of marketing Sweet provides the single point of truth between the reality of sales and the mendacity of marketing platforms. Helping you more accurately judge the ROI of your marketing investment.

Average Rating: 4.7/5.0

Total Reviews: 17

How Do G2 Users Rate Sweet Analytics?

  • Validation: 10.0/10 (Category avg: 8.3/10)
  • Ease of Setup: 9.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Sweet Analytics?

  • Seller: Sweet Analytics
  • Year Founded: 2018
  • HQ Location: Avaland House, 110 London Road, Apsley, Hemel Hempstead, England, HP3 9SD
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail
  • Company Size: 71% Small, 29% Medium

What Do G2 Reviewers Say About Sweet Analytics?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the easy and quick overview of business performance that Sweet Analytics provides for informed decisions.
  • Users appreciate the quick and easy business performance alerts provided by Sweet Analytics for effective marketing insights.
  • Users appreciate the easy and quick overview of business performance provided by Sweet Analytics for effective decision-making.
  • Users value the analytics expertise of Sweet Analytics for its quick and insightful business performance overview.
  • Users value the customer engagement insights from Sweet Analytics, enhancing understanding of client behavior and business performance.
Cons
  • Users report bug issues in Sweet Analytics, particularly with inaccurate reporting and missed refunds.
  • Users report data inaccuracy in Sweet Analytics, highlighting discrepancies with Shopify and untracked refunds.
  • Users report data inconsistency in Sweet Analytics, noting discrepancies in reports compared to Shopify and missed refunds.
  • Users report inaccurate reporting in Sweet Analytics, with discrepancies compared to Shopify and missed refunds.
  • Users experience reporting inaccuracies in Sweet Analytics, leading to discrepancies with Shopify data and overlooked refunds.

What Are Recent G2 Reviews of Sweet Analytics?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works
Connect G2 to ChatGPTConnect G2 to Claude

AcuitySpark

AcuitySpark is an AI-powered data analytics platform designed to empower businesses in the retail, merchandising, finance, and marketing sectors. By integrating seamlessly with systems like Dynamics 365 F&O, Dynamics 365 Commerce, Salesforce Commerce Cloud, Magento, BazaarVoice, Shopify, KWI, and Google Analytics, AcuitySpark enables organizations to harness advanced analytics and artificial intelligence. This facilitates informed decision-making based on a comprehensive understanding of customers, products, and operations. Key Features and Functionality: - AI-Driven Customer Insights: Utilizes machine learning to predict customer churn, analyze customer lifetime value, and perform advanced segmentation based on visit recency, frequency, and monetary value. - Inventory Optimization: Ensures optimal inventory levels by providing accurate forecasts, aligning safety stocks, and minimizing risks associated with overstocking or stockouts. - Sales and Operational Intelligence: Offers extensive sales analytics with a comprehensive set of metrics and KPIs to evaluate product performance across various organizations and locations. - Market Basket Analysis: Identifies products frequently purchased together, determines core item frequency and affinity, and calculates the probability of single-transaction product sales. Primary Value and Solutions Provided: AcuitySpark addresses the challenge of fragmented data by consolidating information from multiple sources to create a unified customer view. This comprehensive perspective enables businesses to design customer-centric promotions and campaigns, offer personalized products and services at the right time, and optimize operations by bridging the gap between insights and action. By leveraging AcuitySpark, organizations can enhance customer engagement, improve satisfaction, and drive business growth through data-driven strategies.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind AcuitySpark?

  • Seller: Visionet Systems
  • Year Founded: 1995
  • HQ Location: Cranbury, New Jersey
  • Twitter: @Visionet
    616 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,629 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of AcuitySpark?

Ivy Recommender

Ivy Recommender is an AI/ML-based guided sales application layer that sits on top of our unified commercial platform, your sales force makes data-driven decisions on the go. Our native Guided Sales Solution provides intelligent and smart recommendations for each store, like must-sell lines, next-best SKU to sell to a customer, optimal stock level recommendation, predicted order quantity, and more. Your field force sells more to a customer and outdoes the competition. Easy integration with all our solutions gets you up and running quickly.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate Ivy Recommender?

  • Ease of Setup: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Ivy Recommender?

Who Uses This Product?

  • Company Size: 50% Small, 50% Medium

What Are Recent G2 Reviews of Ivy Recommender?

MapZot.AI

MapZot.AI is an advanced AI-powered site selection and predictive analytics platform designed to help retailers, commercial real estate professionals, and urban planners make smarter location decisions. Based in Atlanta, GA, our mission is to eliminate guesswork in real estate site selection by combining mobility data, traffic forecasting, and revenue prediction models into one easy-to-use software solution. With MapZot.AI, businesses gain access to real-time predictive traffic analytics and AI-driven mobility insights that uncover where customers are moving, shopping, and engaging across urban and suburban markets. Our flagship tools, such as Traffic-Rx, Revenue Forecasting, White Space Analysis, and GIS Mapping, empower decision-makers to identify growth opportunities, forecast demand, and optimize retail expansion strategies with confidence. Unlike traditional site selection tools, MapZot.AI leverages machine learning algorithms, behavioral mobility data, and geospatial intelligence to deliver forward-looking insights — not just historical patterns. This makes our platform especially valuable for companies navigating shifting consumer behaviors, evolving urban landscapes, and competitive retail environments. Key benefits include: Predictive Site Selection Software for retail and commercial real estate. Traffic Forecasting AI to project customer flow by time, location, and scenario. Mobility Heatmaps & GIS Mapping to visualize demand across trade areas. Revenue Forecasting Models tailored to specific industries and geographies. White Space Analysis Tools to identify untapped opportunities. Trusted by real estate developers, retailers, franchise operators, and city planners, MapZot.AI has been recognized for accuracy, speed, and scalability. Our platform is optimized for mobile-first, cloud-based access, ensuring seamless integration into business workflows. Whether you are a retail brand planning your next store in Atlanta, a commercial real estate investor evaluating urban corridors, or a consultant providing strategic advisory services, MapZot.AI provides the data-driven clarity you need to make high-stakes location decisions in 2025 and beyond. At MapZot.AI, we believe the future of site selection is predictive, transparent, and powered by AI.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate MapZot.AI?

  • Ease of Setup: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind MapZot.AI?

  • Seller: Mapzot.AI
  • Year Founded: 2018
  • HQ Location: Greater Atlanta Area , US
  • Twitter: @mapzot
    54 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®
  • Ownership: Shobit Gupta

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of MapZot.AI?

MondaySmart

MondaySmart® is a GenAI business intelligence solution that streamlines Monday morning reviews. It integrates data, automates analyses, and delivers actionable insights. The intuitive chatbot lets users access insights by asking questions, enabling faster decision-making. With MondaySmart®, users understand what’s happening and why. -Unified Reporting for Multiple Personas Including Key Executives -Decomposition Tree to Help Dissect & Analyze KPIs -Virtual Business Analyst to Ask Questions and Get Insights Easily in Natural Language -Causal AI-Driven Intelligent Insights for Any Level of Business -Automated Generation of Performance Summaries and Causal Insights Using GenAI -Visualizations Highlighting Key Segments for Business Interventions

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate MondaySmart?

  • Data Types: 8.3/10 (Category avg: 8.5/10)
  • Validation: 8.3/10 (Category avg: 8.3/10)
  • Correction: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind MondaySmart?

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of MondaySmart?

retailMetrix

RetailMetrix is a full data analytics platform for retailers with the mission of enabling retailers to get value from their data. We process and store sales, labor and customer data using state of the art data warehouse technologies. Our dashboards and reports allow retailers to easily find the data that matters to them, saving them time and enabling them to make better data driven decisions.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate retailMetrix?

  • Data Types: 8.3/10 (Category avg: 8.5/10)
  • Validation: 10.0/10 (Category avg: 8.3/10)
  • Correction: 10.0/10 (Category avg: 8.4/10)

Who Is the Company Behind retailMetrix?

Who Uses This Product?

  • Company Size: 50% Medium

What Are Recent G2 Reviews of retailMetrix?

Rotely

Rotely is inventory and ordering software for bars, run mostly by text. The count is the heart of it: your count comes already filled in, shelf by shelf, with what Rotely expects you to have, so you only fix what's different. Rotely reads your distributor invoices from a photo or an email, and your till's daily sales report, so it always knows what came in and what went out. From that it drafts your orders for you to approve, and nothing goes to a supplier until you press Send. It warns you before a bottle runs out, compares what you pay for the same bottle at each store, spots price rises the day the invoice comes in, and picks up the specials your reps send. Owners get a short Monday summary by text and a monthly report. There's no hardware, and no register or supplier login to hand over. Switching over takes an export from whatever you use now. $149 a month plus tax, no setup fee, month to month.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Rotely?

  • Ease of Setup: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Rotely?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Rotely?

SPINS

Product intelligence for retailers: assortment decisions based on ingredients, nutritional elements, and lifestyles motivating shoppers

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate SPINS?

  • Data Types: 7.5/10 (Category avg: 8.5/10)
  • Validation: 9.2/10 (Category avg: 8.3/10)
  • Ease of Setup: 10.0/10 (Category avg: 8.9/10)
  • Correction: 10.0/10 (Category avg: 8.4/10)

Who Is the Company Behind SPINS?

  • Seller: SPINS
  • Year Founded: 1995
  • HQ Location: Chicago, US
  • LinkedIn® Page: www.linkedin.com
    531 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of SPINS?

VIWOR

VIWOR is a company specializing in upcycled wood products, offering a range of handcrafted items that blend sustainability with functionality. Their featured product, the Luna Round Coffee Table, exemplifies their commitment to eco-friendly design and quality craftsmanship. Key Features and Functionality: - Upcycled Materials: VIWOR utilizes reclaimed wood, reducing environmental impact and promoting sustainable practices. - Handcrafted Quality: Each product is meticulously crafted, ensuring durability and a unique aesthetic appeal. - Functional Design: Products like the Luna Round Coffee Table are designed to be both practical and stylish, fitting seamlessly into various home decors. Primary Value and User Solutions: VIWOR addresses the growing consumer demand for sustainable and ethically produced home furnishings. By transforming reclaimed wood into functional art pieces, they offer customers the opportunity to furnish their homes with products that are both environmentally responsible and aesthetically pleasing. This approach not only reduces waste but also provides unique, high-quality items that stand out in the market.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate VIWOR?

  • Data Types: 7.5/10 (Category avg: 8.5/10)
  • Validation: 8.3/10 (Category avg: 8.3/10)
  • Ease of Setup: 10.0/10 (Category avg: 8.9/10)
  • Correction: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind VIWOR?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of VIWOR?

Aptos Analytics

Aptos is a provider of analytics, business intelligence and warehousing solutions for retailers that includes inventory balance, price management, order management, allocation, replenishment and more.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Aptos Analytics?

  • Seller: Aptos
  • HQ Location: Alpharetta, US
  • Twitter: @Aptos_Retail
    1,784 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    730 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Aptos Analytics?

What Are G2 Users Discussing About Aptos Analytics?

Clavis Insight

Clavis' proprietary technology automates online store monitoring, at scale, so that teams can focus on taking actions

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Clavis Insight?

  • Data Types: 10.0/10 (Category avg: 8.5/10)
  • Validation: 8.3/10 (Category avg: 8.3/10)
  • Correction: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind Clavis Insight?

  • Seller: Clavis Insight
  • Year Founded: 2014
  • HQ Location: Baltimore, Maryland, United States
  • LinkedIn® Page: www.linkedin.com
    2,052 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Clavis Insight?

ClearDemand

ClearDemand is pricing, promotion optimization, and competitive intelligence platform built specifically for grocery and convenience retailers. The platform combines AI-driven price and elasticity modeling with competitive intelligence, so pricing decisions are grounded in real market data rather than guesswork. It's built around the operational realities specific to grocery and convenience retail: tobacco and alcohol margin rules, state minimum price floors, private label, and thin margins across large SKU counts. ClearDemand was named a Leader in the latest IDC MarketScape for retail price optimization. Our customers have seen up to 9% improvement in gross margin.

Average Rating: 2.5/5.0

Total Reviews: 1

Who Is the Company Behind ClearDemand?

  • Seller: ClearDemand
  • Year Founded: 2012
  • HQ Location: Scottsdale, US
  • Twitter: @cleardemand
    134 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    162 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are G2 Users Discussing About ClearDemand?

Data Bunker

Data Bunker es la plataforma All-in-One de Pricing Inteligente y Optimización de Precios con IA diseñada para empresas de retail, farmaceutica y consumo masivo que buscan mejorar su rentabilidad y tomar decisiones basadas en datos. Nuestra solución integra monitoreo de precios, inteligencia competitiva y análisis de pricing avanzados en una sola plataforma, permitiendo a los equipos monitorear precios y promociones de la competencia en canales digitales y puntos de venta físicos. Centralizamos datos de mercado y los transformamos en insights accionables mediante dashboards interactivos y KPIs a nivel país, ciudad, zona e incluso tienda. ¿Por qué Data Bunker? Porque combinamos mejor calidad de datos con velocidad de ejecución. Nuestra plataforma unifica el monitoreo competitivo con capacidades avanzadas como: Modelo de elasticidad de Precios Análisis de canibalización Optimización de precios y márgenes Forecasting de demanda Análisis de estacionalidad dinámica Esto permite a las empresas mejorar su revenue growth management (RGM), optimizar estrategias de pricing y reaccionar rápidamente a cambios del mercado. Además, Data Bunker se integra fácilmente con tus herramientas, permitiendo operar directamente sobre tus flujos de datos y ecosistema analítico actual. Con Data Bunker, transformas datos de precios en decisiones estratégicas que impulsan crecimiento y rentabilidad. Conoce más en data-bunker.ai

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Data Bunker?

  • Ease of Setup: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Data Bunker?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Data Bunker?

Subhransu Sahu
SS
Researched and written by Subhransu Sahu
Updated October 21, 2026