# Alloy.ai Reviews **Vendor:** Alloy **Category:** [Retail Analytics Software](https://www.g2.com/categories/retail-analytics) **Average Rating:** 4.6/5.0 **Total Reviews:** 24 ## About Alloy.ai Alloy.ai is the Commerce Intelligence System for consumer brands, designed to close the gap between demand signals and profitable action. By unifying data from over 450 turnkey integrations—including ERPs, retailers, ecommerce platforms, and distributors—we provide a single source of truth for inventory and demand. Household brands like Liquid I.V., Crayola, and Valvoline use Alloy.ai to move at the speed of the consumer. We go beyond retrospective reporting by applying proprietary commerce logic to translate fragmented data into clear demand signals and advanced metrics, such as Unconstrained Demand, Weeks of Supply, and Total Inventory. Our team of AI Agents works 24/7 as an autonomous workforce: the Performance Reporting Agent automates executive digests and root-cause analysis, while the Replenishment Agent identifies stockouts and prepares execution-ready recovery orders for approval. For instant insights, Lens acts as an on-demand AI analyst that any stakeholder can interrogate using natural language. Alloy.ai synchronizes your entire finished goods value chain to transform operations into a profit-driven engine. We empower Sales to capture every revenue window, help Supply Chain safeguard service levels and Retailer Scorecards, and enable IT to replace fragile custom feeds with a secure, SOC2-compliant reporting layer. By shifting from shipment-based planning to real-time consumption sensing, Alloy.ai helps brands drive growth without waste and ensures products stay on the shelf. From signal to action. Instantly. ## Alloy.ai Pros & Cons **What users like:** - Users find Alloy.ai's **ease of use** impressive, enabling quick setup and intuitive dashboard creation. (2 reviews) - Users praise Alloy.ai for its **excellent customer support** , highlighting the team's flexibility and effective problem-solving capabilities. (1 reviews) - Users love the **simple dashboard customization** in Alloy.ai, allowing for quick and easy data insights. (1 reviews) - Users value the **ease of creating custom dashboards** with Alloy.ai, appreciating its speed and clarity of insights. (1 reviews) - Users value the **easy-to-understand graphics** and quick data retrieval for building custom dashboards. (1 reviews) - Flexibility (1 reviews) - Implementation Ease (1 reviews) - Insights (1 reviews) - Understanding (1 reviews) **What users dislike:** - Users face **inadequate tracking** issues, such as limited customization and inability to manage different currencies effectively. (1 reviews) - Users struggle with **inefficient tracking** , facing limitations in customizing names and handling multiple currencies. (1 reviews) - Users express frustration over the **limited customization** options, hindering adaptability to internal naming conventions and currency tracking. (1 reviews) ## Alloy.ai Reviews ### 1. Increased Speed to Insight **Rating:** 5.0/5.0 stars **Reviewed by:** Angie W. | Insights & Analytics Leader, Mid-Market (51-1000 emp.) **Reviewed Date:** August 12, 2024 **What do you like best about Alloy.ai?** Alloy has enabled us to integrate our data into one location and driven efficiency for our sales, marketing, and regulatory teams. Implementation was seamless and customer service has exceeded expectations. **What do you dislike about Alloy.ai?** I have found everything in Alloy.ai helpful. **What problems is Alloy.ai solving and how is that benefiting you?** Alloy.ai has given us dynamic dashboards to better understand what is driving performance in 1 view across all of our retailers. The platform is easy to use and very intuitive. ### 2. Great tool! One spot for all of my data. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Mid-Market (51-1000 emp.) **Reviewed Date:** July 18, 2023 **What do you like best about Alloy.ai?** Seeing multiple retailers data in one database is fantastic. My Executive Team likes looking at one dashboard that shows them sales trends week to week across retailers or product groups. I also love that the data is mapped to how we internally look at our products. Great tool that keeps growing and evolving. Customer service is also great. **What do you dislike about Alloy.ai?** Honeslty, my dislikes are very small. It can be difficult to find certain measures for specific retailers. For example, figuring out where product is in the supply chain can be confusing and take time to figure out. **What problems is Alloy.ai solving and how is that benefiting you?** I log into retailer platforms much less now. All of the data is in Alloy and I can compare weekly or seasonal performance across retailers in one place. This saves a bunch of time and frustration. ### 3. Great Insights **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** September 14, 2023 **What do you like best about Alloy.ai?** * Ease of use. * Speed that it returns data to me. * Very simple to build your own dashboards. * Insights are endless. * Graphic are easy to read and to comprehend. **What do you dislike about Alloy.ai?** I have no dislikes at this point. Everything so far is working great. **What problems is Alloy.ai solving and how is that benefiting you?** By Alloy being so robust with metric availabilty, it provides me the opportunity to find soultions quickly and comprehendable. ### 4. Alloy helps me analyze retail data and provides me with actionable insights. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** October 06, 2022 **What do you like best about Alloy.ai?** The most valuable part about alloy is my ability to customize dashboards easily. Whenever I type in a filter I need, alloy has the ability to quickly show suggestions for what I am looking for, making the experience very seamless. **What do you dislike about Alloy.ai?** Since there are SO many filters and things you can toggle with, there are many valuable attributes that I simply do not know about. Also, each filter has nuances, and I wish I had a better grasp on all those features. **What problems is Alloy.ai solving and how is that benefiting you?** Retailer databases are super clunky, old and SLOW, and alloy allows me to take all that data and put it into digestible dashboards. I appreciate the user-friendliness of alloy and my ability to pull multiple data sources into one dashboard. ### 5. Streamlined Reporting for Data-Driven Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Aleah P. | CPFR Planner/Replen Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** August 17, 2022 **What do you like best about Alloy.ai?** Syncing of multiple data sources, high-level views with drill-down capabilities, easy editing and the ability to build custom reporting on your own **What do you dislike about Alloy.ai?** Occasional gaps in data for specific metrics I look for, but easily resolved working back with the team **What problems is Alloy.ai solving and how is that benefiting you?** Forecast assessment: easy access to retailer forecasted that I can use to work back with our retail partners on trend analysis and variances. PI Analysis: quickly identifying store opportunities to address low sales and find data-driven solutions ### 6. Alloy - A great business partner **Rating:** 5.0/5.0 stars **Reviewed by:** Keith M. | Sr. Sales Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** March 18, 2022 **What do you like best about Alloy.ai?** Alloy makes it easy to review and digest a huge amount of data from multiple retail accounts. I used to spend hours each week aggregating POS data from multiple sources. This is now automated by Alloy, so I can go straight into analyzing trends and answering business questions with their easy-to-use tools. **What do you dislike about Alloy.ai?** Having worked with Alloy for six years now, I have yet to encounter any issue that their team has not readily taken on. They roll out improvements and new features in real-time that continuously make their product better. For example, when I found some of their item update tools difficult to use, they quickly upgraded the interface to address my concerns. **Recommendations to others considering Alloy.ai:** I have never worked with another service provider that has been as responsive and nimble as Alloy. They quickly address any setup or user issues, and they are eager to incorporate suggestions into product upgrades. It has been a pleasure to watch their platform evolve and improve during the six years that I have been with them. **What problems is Alloy.ai solving and how is that benefiting you?** Alloy combines data from multiple sources into a standardized platform that allows us to easily understand our sales trends, improving our ability to forecast and informing discussions with our buyers. ### 7. Alloy has been a great partner to work with! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Mid-Market (51-1000 emp.) **Reviewed Date:** August 30, 2022 **What do you like best about Alloy.ai?** The quickness that Alloy responds when we have questions is remarkable and appreciated. They help us to understand the processes with a lot of patience. **What do you dislike about Alloy.ai?** Recognizing what section I am working on has been my biggest challenge. I think color coding the different sections code help differentiate quickly what page I am working on. **What problems is Alloy.ai solving and how is that benefiting you?** Its great to have all of our information in one place to quickly and easily look something up without having to open multiple programs and spreadsheets. ### 8. Great product & Great support from Alloy team. **Rating:** 4.5/5.0 stars **Reviewed by:** Eric R. | Manager of Forecasting and Data Analytics , Small-Business (50 or fewer emp.) **Reviewed Date:** August 29, 2022 **What do you like best about Alloy.ai?** Alloy Team is very helpful and accessable **What do you dislike about Alloy.ai?** I have occasionally experienced slow load times for my dashboards **What problems is Alloy.ai solving and how is that benefiting you?** Alloy helps centralize all my internal and partner data feeds to enable better demand and supply forecasting ### 9. Easy to implement. User-friendly dashboarding tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consumer Electronics | Enterprise (> 1000 emp.) **Reviewed Date:** July 28, 2022 **What do you like best about Alloy.ai?** It was very easy to get up and running with Alloy. Their flexibility when it comes to different data formats was key. The team is extremely easy to work with. They come up with great solutions to problems and questions. **What do you dislike about Alloy.ai?** We are unable to customize facts to familiar/internal naming conventions. Also, they unable to track different currencies. **What problems is Alloy.ai solving and how is that benefiting you?** Alloy is providing easy access to retail sales data to all of our stakeholders. Previous tools were slow and required hours of training to create dashboards. ### 10. Alloy empowers business users with an intuitive platform and synchronized view across partners **Rating:** 5.0/5.0 stars **Reviewed by:** Brian E. | Director | Sales Business Performance, Enterprise (> 1000 emp.) **Reviewed Date:** April 15, 2022 **What do you like best about Alloy.ai?** easy to use functionality for numerous use cases, ability to consolidate across retailers, one-click sharing with other users, more engaging than other platforms we' previously used **What do you dislike about Alloy.ai?** very little formatting capability and options, a fair trade-off for the ease of use but it is a request that comes up frequently when sharing the application with others **What problems is Alloy.ai solving and how is that benefiting you?** Alloy is helping us to better understand where we over or underperform in the marketplace and to highlight inventory opportunities at the store level. Sharing retail insights with colleagues is easier than ever with Alloy. ### 11. User Friendly but powerful insights at the same time **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.) **Reviewed Date:** March 22, 2022 **What do you like best about Alloy.ai?** The ease with which even a new user can build dashboards and start digging into the details of their data. Alloy provides pre defined calculated fields which users can easily use to build different views and understand what the data is trying to tell them **What do you dislike about Alloy.ai?** If a user requires a calculated field of their own, Alloy does not allow one to do so themselves. You are required to reach out to the Alloy support team who will then set up that calculation for you. **What problems is Alloy.ai solving and how is that benefiting you?** I use Alloy at my company to dive into the retail insights. It allows us to monitor inventory levels and forecasts across our different accounts and having this view helps manage our inventory better and also identify revenue opportunities ### 12. Alloy has saved me several hours a week **Rating:** 5.0/5.0 stars **Reviewed by:** Ryan A. | Business Intelligence Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** May 02, 2022 **What do you like best about Alloy.ai?** Alloy consolidates data from multiple different sources (all with different UIs / APIs, and different formats) into a singular Excel file that is easy to use. This has saved me several hours since we integrated with Alloy, and reduces the likelihood of manual error occurring from manipulating raw data. **What do you dislike about Alloy.ai?** I have not yet found anything that I dislike about Alloy. **What problems is Alloy.ai solving and how is that benefiting you?** Alloy consolidated POS data from multiple different retailers into one singular Excel file, without the need for manual manipulation. This has saved time and has made my data more accurate. ### 13. Alloy is what you need for your business planning **Rating:** 4.5/5.0 stars **Reviewed by:** Mohammad F. | System Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** January 12, 2022 **What do you like best about Alloy.ai?** I like the best thing about alloy that it gives us a very simplified view of any requirement and helps us to plan accordingly as per the modern demand. So this really helps in uplifting the business. **What do you dislike about Alloy.ai?** The least helpful thing about alloy is that the statistics of the data is sometimes not very clear. It can be a bit a bit more detailed for better understanding. **Recommendations to others considering Alloy.ai:** The alloy software is definitely recommend for all the analytical help in any business **What problems is Alloy.ai solving and how is that benefiting you?** The biggest business problem currently is understanding the trend. As the trends are changing daily and still alloy is very good in Giving ideas about the current and upcoming trends so that we can shape our business accordingly and have good number of sales and growth in future as well. ### 14. Working with Christopher was the best part. The data was unreliable. **Rating:** 2.0/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Enterprise (> 1000 emp.) **Reviewed Date:** March 21, 2022 **What do you like best about Alloy.ai?** Christopher was so helpful and always got things done in a timely matter. He listened to us and tried to do the best he could with what he had. **What do you dislike about Alloy.ai?** The data was unreliable and inconsistent. COnstantly running into problems where we had to question the data and couldn't present it to the customer because of that. **What problems is Alloy.ai solving and how is that benefiting you?** We were working on phantom inventory issues among others. It was nice just to pull up the system and get what we needed. But again, the way Alloy was calculating the data made this impossible on a consistent basis. **Official Response from Veronica Turk:** > Thank you for sharing your honest feedback with our team. We were glad to be able to connect with you to discuss your data accuracy concerns and hopefully resolve any discrepancies moving forward. Feedback like this helps us better understand our users and opens lines of communication for us to continue to improve on our products. ### 15. Increased understanding of my business **Rating:** 5.0/5.0 stars **Reviewed by:** Joseph S. | Senior Director of Global Marketing, Licensed Brands, Mid-Market (51-1000 emp.) **Reviewed Date:** March 18, 2022 **What do you like best about Alloy.ai?** Realtime POS data. Easy to navigate interface **What do you dislike about Alloy.ai?** Platform performance could be faster. Tools that help communicate data benchmarks **Recommendations to others considering Alloy.ai:** Alloy is a fantastic platform to consider for retail analytics needs. Has taken our sales tracking and performance measurement to the next level! **What problems is Alloy.ai solving and how is that benefiting you?** Daily POS Performance In-stock data vs marketing plans ### 16. Great Partner **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Food Production | Enterprise (> 1000 emp.) **Reviewed Date:** March 18, 2022 **What do you like best about Alloy.ai?** The members of the Alloy team have been great partners and I have enjoyed working with them! They have answered all of our questions patiently, and the system allows us to synthesize and analyse data very efficiently! **What do you dislike about Alloy.ai?** One drawback is that the system can be slow and can take a while to update when changes are made :( **What problems is Alloy.ai solving and how is that benefiting you?** We have been able to use Alloy to identify phantom inventory and zero sales items and present that data to our customer. ### 17. Customer Support and Ease of use **Rating:** 4.0/5.0 stars **Reviewed by:** Jeff R. | Sr Business Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2022 **What do you like best about Alloy.ai?** Ease of use and data at my fingertips. Example Dashboards. All. **What do you dislike about Alloy.ai?** Not able to create formulas/custom metrics **What problems is Alloy.ai solving and how is that benefiting you?** Instocks, correct distribution, forecasts. Yes ### 18. Analytics and planning tool **Rating:** 4.5/5.0 stars **Reviewed by:** Surbhi G. | US IT Recruiter, Small-Business (50 or fewer emp.) **Reviewed Date:** January 17, 2022 **What do you like best about Alloy.ai?** This is the modern analytical and software planing solution which give us an idea for consumer driven brands. They analyze the cons good companies and prints there true responds. **What do you dislike about Alloy.ai?** In this the the statistical of the data is not very clear this is the once things which need to improve and must be modified in better way so that people can understand more easily. **What problems is Alloy.ai solving and how is that benefiting you?** This is very helpful in growing culture it allows us to understand the product demands and selling through this software so that the we can modify the business according and change the features accordingly that make our growth more productive. ### 19. Solid Analytics Company for Smaller Businesses **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Small-Business (50 or fewer emp.) **Reviewed Date:** November 12, 2021 **What do you like best about Alloy.ai?** Alloy is willing to grow with you and is very open to learning new ways of analyzing POS data. Alloy is willing to adapt and be flexible to their customers needs. **What do you dislike about Alloy.ai?** As Alloy is a relatively new company, they still have some growing pains. Employee turnovers happen yearly. Everyone is learning, so don't expect a lot of excellent insights at the get go but they get better overtime. **What problems is Alloy.ai solving and how is that benefiting you?** To better understand the fulfillment channels our products are selling through and look for inventory gaps, whether at the store level or warehouse. To find out which items are popular with certain retailers, i.e., big-box vs. farm & ranch. ### 20. 'Easy and reliable' **Rating:** 4.0/5.0 stars **Reviewed by:** Ashutosh G. | Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 01, 2021 **What do you like best about Alloy.ai?** The best part about Alloy is its analytical ability which enables us to match the demands according to real-time data visibility. It was not difficult to start working upon the tool as there were ample training videos available. **What do you dislike about Alloy.ai?** Till now we have not faced any crucial issues. **What problems is Alloy.ai solving and how is that benefiting you?** With Alloy our organization has adapted a forward strategy. We are way ahead in our demand planning and able to predict the stockouts. Alloy also helped us with an efficient inventory management system with businesses running uninterrupted. ### 21. An indispensable tool for managing customer sales, margin and inventory. **Rating:** 5.0/5.0 stars **Reviewed by:** Joe W. | Sales Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 12, 2019 **What do you like best about Alloy.ai?** Alloy excels at taking large quantities of data from different sources and making them available in a simple user interface. **What do you dislike about Alloy.ai?** As the company has grown, addressing bugs and fixing issues has started to take longer. There needs to be a better process in place to track issues. **Recommendations to others considering Alloy.ai:** Start with creating a vision of the ultimate solution, make sure that you gather as much data from your customers as possible. It is easy to delete data, hard to rebuild it. **What problems is Alloy.ai solving and how is that benefiting you?** With Alloy, we are able to manage many retailers through one source. We used to spend our time compiling the data, now we are able to use that time looking at performance. We are able to look at multiple retailers in similar channels and compare results. This enables us to optimize assortments. Having the ability to see the data at the SKU and store level allows us to monitor in-stocks. ### 22. Good tool for retail insights **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Automotive | Small-Business (50 or fewer emp.) **Reviewed Date:** June 18, 2019 **What do you like best about Alloy.ai?** Alloy allows you to get to POS and other retail data quickly and effectively. The ability to interact with the different reporting widgets gives you the ability to understand what the data is telling you in many different ways. **What do you dislike about Alloy.ai?** Alloy is a visual reporting tool. There are times when the data you get out of Alloy can not be represented in the particular way that you would like, so you need to export the data, but the export functions are limited and difficult to use. **Recommendations to others considering Alloy.ai:** Alloy is a good tool to get to your customer sales and retail data. It is a good tool for reviewing POS and sales analytics. **What problems is Alloy.ai solving and how is that benefiting you?** We have been able to solve customer instock issues, identify POS trends, retail sales issues and many others by using Alloy. At items we have issues with the data coming through Alloy, in that there are times when the data feed from out customers is not available due to a technical issue or some other reason. ### 23. I like this software **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** July 06, 2019 **What do you like best about Alloy.ai?** Very good user interface. Functional is ok **What do you dislike about Alloy.ai?** I have no idea what to say. Everything is ok with this software **What problems is Alloy.ai solving and how is that benefiting you?** All I need ### 24. Extremely easy to use data analytics software **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Wholesale | Mid-Market (51-1000 emp.) **Reviewed Date:** June 18, 2019 **What do you like best about Alloy.ai?** I've used other systems and Alloy is much more flexible and intuitive to use. **What do you dislike about Alloy.ai?** Sometimes slow to respond to requests to fix data issues **What problems is Alloy.ai solving and how is that benefiting you?** I have a much better understanding of the POS results my customers are having. ## Alloy.ai Discussions - [What are the upcoming features for the betterment of alloy?](https://www.g2.com/discussions/what-are-the-upcoming-features-for-the-betterment-of-alloy) - 1 comment, 2 upvotes - [View Alloy.ai pricing details and edition comparison](https://www.g2.com/products/alloy-ai/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-15+11%3A27%3A18+-0500&secure%5Bsession_id%5D=1a40ce26-a182-49a2-b028-507c3f6b5610&secure%5Btoken%5D=2febe585d45944ee8851eb58b77413d242751dca15a1b3ae5599da4f25cc70a0&format=llm_user) ## Alloy.ai Features **Analytics** - Reporting - Segmentation analysis - Product lifecycle - Simulation - Historical Forecast **Data Management** - Data Types - Consolidation - Cleansing - Validation - Correction **Data Management** - Consolidation - Data types - Correction - Cleansing - Validation **Collaboration** - Integrations - Multiple users - Forecast collaboration - Inventory collaboration **Analytics** - Forecasting - KPIs - Dashboards - Integration **Analytics** - KPIs - Forecasting - Reports and Dashboards - Predictive analytics **Planning** - Planning dashboard - Capacity Planning - Assortment Planning - Business functions - Goal planning - Comprehensive Planning - Workflow **Mobile** - Mobile dashboard - Mobile application **Generative AI** - AI Text Generation **Platform Additional Functionality** - Cloud - On-Premise **Agentic AI - Retail Intelligence** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Integration ** - Marketplace - Retail POS - Other software **Generative AI** - AI Text Generation **Agentic AI - Retail Analytics** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top Alloy.ai Alternatives - [Triple Whale](https://www.g2.com/products/triple-whale/reviews) - 4.5/5.0 (476 reviews) - [Coupa](https://www.g2.com/products/coupa-software-coupa/reviews) - 4.2/5.0 (555 reviews) - [Shopify POS](https://www.g2.com/products/shopify-shopify-pos/reviews) - 4.4/5.0 (352 reviews)