# Best Supply Chain Cost-To-Serve Analytics Software - Page 2

## How Many Supply Chain Cost-To-Serve Analytics Software Products Does G2 Track?

**Total Products under this Category:** 26

### Category Stats (Aug 2026)

- **Average Rating:** 4.3/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Solvoyo (+0.26%) - Among all products in this category, Solvoyo recorded the largest rating increase compared to last month

_Last updated: August 02, 2026_

## How Does G2 Rank Supply Chain Cost-To-Serve Analytics Software Products?

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

- 30 Analysts and Data Experts
- 1,100+ Authentic Reviews
- 26+ 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.

**Sponsored**

### Alchemer Survey

Alchemer Survey is a professional survey platform that helps organizations collect feedback, analyze results, and turn insights into action across customer experience, employee engagement, and market research programs. Designed for teams that need more power and flexibility than basic survey tools — without the complexity of enterprise research platforms — Alchemer Survey scales from a single project to organization-wide feedback programs. What is Alchemer Survey used for? Alchemer Survey is used to run customer satisfaction (CSAT) surveys, Net Promoter Score (NPS) programs, market research studies, employee engagement surveys, product feedback loops, and academic or organizational research. It supports both one-off surveys and ongoing, multi-wave feedback programs across industries including technology, healthcare, education, financial services, and retail. Who is Alchemer Survey for? Alchemer Survey is built for researchers, CX professionals, HR teams, marketers, and product managers who need advanced survey logic and reporting without requiring dedicated IT or data science support. It serves organizations of all sizes — from small teams running targeted studies to enterprises managing global, multi-language feedback programs. Key capabilities: - Advanced survey building with branching logic, piping, randomization, and skip patterns — enabling highly tailored respondent experiences - Pre-built templates for common use cases alongside full custom-build options, so teams can launch fast or go deep - Omnichannel distribution via email, web, SMS, embedded links, QR codes, and social media — maximizing reach and response rates - Real-time reporting and analytics with live dashboards, response filtering, cross-tabulation, and exportable reports for easy stakeholder sharing - Multi-language support for global research programs, with role-based permissions to manage access and data governance at scale - Scalable architecture that grows with organizational needs — from a single survey to enterprise-wide feedback operations How does Alchemer Survey compare to other survey platforms? Alchemer Survey sits between simple tools like SurveyMonkey and Google Forms and enterprise platforms like Qualtrics. It offers research-grade features — advanced logic, robust reporting, and flexible distribution — at a price point and implementation complexity accessible to mid-market teams. Organizations that have outgrown basic tools but don't need (or want to pay for) a full enterprise suite consistently cite Alchemer Survey as a preferred alternative. Bottom line: Alchemer Survey gives organizations the tools to ask smarter questions, reach the right audiences, and act on what they learn — whether running a quick pulse survey or a comprehensive global research program.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1460&secure%5Bchosen_at%5D=2026-08-02T14%3A13%3A43Z&secure%5Bdisplayable_resource_id%5D=1253&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=1627&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1627&secure%5Bresource_id%5D=1460&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsupply-chain-cost-to-serve-analytics%3Fpage%3D2&secure%5Btoken%5D=5bbd53a0e00490cf028cc08f3ec2689318c72aee9ed2d2bb3577f6b7c43c7367&secure%5Burl%5D=https%3A%2F%2Fwww.alchemer.com%2Fl%2Falchemer-survey-g2-ppc%2F&secure%5Burl_type%5D=book_demo)

### [Lyric](https://www.g2.com/products/lyric/reviews)

Orchestrate, innovate and deliver intelligence for every Supply Chain decision.

#### Who Is the Company Behind Lyric?

- **Seller:** [Lyric](https://www.g2.com/sellers/lyric)
- **Year Founded:** 2021
- **HQ Location:** Sunnyvale, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=20170017cd0bf19f516a8709d85a29abd508b87128f3e813b27a2ab9e52e8146&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flyric-tech&secure%5Burl_type%5D=linkedin_company_website)  
174 employees on LinkedIn®

### [Micro Estimating](https://www.g2.com/products/micro-estimating/reviews)

Precision Estimating and Business Tools for Engineered Profits. Estimating, Quoting and Cost Administration for Manufacturing MicroEstimating's cost engineering software for the machining and fabrication industries, encompasses process planning, estimating, bill of materials and ShouldCost estimation analysis.

#### Who Is the Company Behind Micro Estimating?

- **Seller:** [Micro Estimating Systems](https://www.g2.com/sellers/micro-estimating-systems)
- **Year Founded:** 1982
- **HQ Location:** Reno, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e9b1346f91a104f1b12fc8630d034e1b720e100a9aa90511f1386523033ca56e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicro-estimating-systems-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [Muir AI](https://www.g2.com/products/muir-ai/reviews)

Muir generates should cost models, tariff analytics and carbon footprint reports for customer products. Muir’s AI model generates the Bill of Material, Supply Chain and Intelligence behind any given product to then drive better design and procurement decisions

#### Who Is the Company Behind Muir AI?

- **Seller:** [Muir AI](https://www.g2.com/sellers/muir-ai)
- **Year Founded:** 2022
- **HQ Location:** Seattle, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6b0c5e274985a702d9f1ea0344c03a4661e0744a92f86eedaa2e0c973ef9e143&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmuir-ai&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

### [Optilogic Cosmic Frog](https://www.g2.com/products/optilogic-cosmic-frog/reviews)

Developed by Optilogic, Cosmic Frog is a SaaS-based supply chain design platform optimizing network efficiency by modeling cost, service, risk, and sustainability. It enables analysts and executives to explore "what if" scenarios, determining optimal supply chain configurations with features like intelligent Greenfield analysis, discrete event simulation, and risk ratings. Cosmic Frog runs tens to hundreds of scenarios in parallel and offers a free trial account and simple pricing.

#### Who Is the Company Behind Optilogic Cosmic Frog?

- **Seller:** [Optilogic](https://www.g2.com/sellers/optilogic)
- **Year Founded:** 2019
- **HQ Location:** 309 S. Main St Ann Arbor, MI 48104
- **Twitter:** @get\_optilogic  
72 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ab8aa3d1140fe3ed9ae06a37de8e89fc9ba9adc86c9ca6711820e21303dc8dc4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foptilogic&secure%5Burl_type%5D=linkedin_company_website)

### [RiverBit](https://www.g2.com/products/riverbit/reviews)

RiverBit is a next-generation technology leader transforming how pharmaceutical retail and wholesale networks manage inventory. We replace manual, error-prone ordering with autonomous AI automation, trusted by industry giants like PHOENIX, BENU, and Dr. Max. By managing over €1.5B in inventory across 2,000+ pharmacies, RiverBit provides the surgical precision needed to thrive in today’s complex market. Why industry leaders choose RiverBit: Maximize Revenue: Eliminate out-of-stocks and capture up to 5% in lost sales by ensuring the right product is always on the shelf. Unleash Capital: Optimize stock levels to reduce inventory by 15–25%, significantly improving cash flow without compromising service. Operational Freedom: Save each pharmacy 1–2 hours daily by automating up to 80% of all orders, allowing staff to focus on patients, not spreadsheets. AI-Driven Resilience: Slashing expirations by 30% through advanced predictive demand planning and smart substitute mapping. Core Capabilities: Autonomous Inventory Management: Self-learning systems that adapt to market shifts in real-time. Hyper-Accurate Forecasting: AI insights that outpace traditional historical data. Seamless Integration: A plug-and-play extension for your existing ERP/POS—no replacement required.

#### Who Is the Company Behind RiverBit?

- **Seller:** [RiverBit](https://www.g2.com/sellers/riverbit)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Soapbox](https://www.g2.com/products/soapbox-soapbox/reviews)

Soapbox is a unified platform that connects and orchestrates your entire supply chain tech stack to optimize scale, efficiency, and delivery. With Soapbox middleware, flexibility comes standard. Use Soapbox’s native tools including OMS, WMS, IMS, and TMS, or integrate your existing systems like an ERP, CRM, or billing tool. Eliminate manual workarounds with connected workflows and real-time visibility. With standardized data and built-in insights, Soapbox becomes the single source of truth for brands, enterprises, and 3PLs to streamline operations across every sales channel, from order routing to warehouse coordination. Connect. Automate. Scale. All in one platform.

#### Who Is the Company Behind Soapbox?

- **Seller:** [Soapbox](https://www.g2.com/sellers/soapbox-3d34b983-523d-4904-9b4d-fad26fa1f889)
- **Year Founded:** 2019
- **HQ Location:** Santa Monica, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c5eab3fc3d033dd64644f91cf8093554c2828d838f8aefed7c62c6b0dd6e31a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsoapboxinc&secure%5Burl_type%5D=linkedin_company_website)  
21 employees on LinkedIn®

### [SpecBreak](https://www.g2.com/products/specbreak/reviews)

Management of Change

#### Who Is the Company Behind SpecBreak?

- **Seller:** [WebmasterENG.com](https://www.g2.com/sellers/webmastereng-com)
- **Year Founded:** 2015
- **HQ Location:** Calgary, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8e4b921c8bc9c6bc9c387feb61abf7dacf322eef7047f0d24cb11cb55f316458&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10783564&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Syren Cloud Cost to Deliver](https://www.g2.com/products/syren-cloud-cost-to-deliver/reviews)

Syren Cost to Deliver solution provides elaborate data analysis, labor optimization & logistics management techniques.

#### Who Is the Company Behind Syren Cloud Cost to Deliver?

- **Seller:** [Syren Cloud](https://www.g2.com/sellers/syren-cloud)
- **Year Founded:** 2020
- **HQ Location:** Bellevue, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=257e672fbe388232deb1de29d0807ed3e24f3e67f2805e3c0d26563bcaf2285b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsyrencloud%2F&secure%5Burl_type%5D=linkedin_company_website)  
346 employees on LinkedIn®

### [ThroughPut](https://www.g2.com/products/throughput-inc-throughput/reviews)

ThroughPut.AI puts companies on the fast-track to efficient and profitable supply chain operations, giving them a visible competitive advantage in the market. By harmonizing strategic and operational efforts with the leading patented, AI-driven and data-powered supply chain analytics & decision intelligence solution, ThroughPut.AI empowers even the most challenged supply chains to realize significant, measurable improvements in remarkably short time frames - shifting from the protracted timelines characteristic of conventional digitization efforts, to mere days. ThroughPut.AI’s Supply Chain Decision Intelligence and Analytics solution is engineered to meticulously evaluate and identify improvement opportunities across the entire supply chain, recommending data-driven, intelligent actions to optimize production, product mix, dynamic inventories, and customer demand in real-time. This strategic optimization can be pivotal for businesses intent on boosting production and distribution efficiencies, curtailing delays in supply and distribution, and amplifying margins, as well as market share at speed.

#### Who Is the Company Behind ThroughPut?

- **Seller:** [ThroughPut](https://www.g2.com/sellers/throughput)
- **Year Founded:** 2017
- **HQ Location:** Palo Alto, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=48cd5b22781e5db553d869707f5357af03c9c25f5bf0aa7516e7da8cbbdd4c9b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthroughput&secure%5Burl_type%5D=linkedin_company_website)  
28 employees on LinkedIn®

### [TruePlanning](https://www.g2.com/products/trueplanning/reviews)

The structure, speed and statistical rigor of the TruePlanning cost estimation framework provides multiple advantages for efficient, accurate estimating outcomes.

#### Who Is the Company Behind TruePlanning?

- **Seller:** [Unison](https://www.g2.com/sellers/unison)
- **Year Founded:** 1984
- **HQ Location:** McLean, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a4c960de848d9d26704aeb5c826d266294c5188061a2fe9ef50f3c8d600ff593&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funison-global&secure%5Burl_type%5D=linkedin_company_website)  
500 employees on LinkedIn®

### [VERDIS Production Planning](https://www.g2.com/products/verdis-production-planning/reviews)

VERDIS is an evolutionary supply chain decision-making platform enabled by Artificial Intelligence, Machine Learning & Big Data technologies, that helps enterprises move towards agile supply chains while catering to the uncertainties in supply, demand, and the ecosystem.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind VERDIS Production Planning?

- **Seller:** [Cogneau Systems Pvt ltd](https://www.g2.com/sellers/cogneau-systems-pvt-ltd)
- **Year Founded:** 2015
- **HQ Location:** Gurgaon, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=01c374ef4590cd8b37a741402a7c5c65be761336599da390f03879129c3e9726&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fverdis-ai&secure%5Burl_type%5D=linkedin_company_website)  
39 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of VERDIS Production Planning?

**["Verdis has been a life saver"](https://www.g2.com/survey_responses/verdis-production-planning-review-9529097)**

**Rating:** 4.0/5.0 stars

_— Bhavit J._

[Read full review](https://www.g2.com/survey_responses/verdis-production-planning-review-9529097)

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- [Supply Chain Suites](/categories/supply-chain-suites)
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[Browse Supply Chain Cost-To-Serve Analytics Themes](/categories/supply-chain-cost-to-serve-analytics/themes)

 ![Daniel Rivera](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Daniel Rivera")
DR

Researched and written by [Daniel Rivera](https://research.g2.com/insights/author/daniel-rivera)

Updated October 3, 2024

Supply chain cost-to-serve analytics software allows businesses to gain deep insights into the costs involved in bringing a product to market, shipping it, and planning the costs associated with the supply chain activities for that product. The solution offers an extensive overview of data, from the initial creation of the product to its delivery.

A supply chain cost-to-serve model involves forecasting expenses across a product's lifecycle, including transportation, production, distribution, and taxes or duties, to help procurement and product managers optimize supply chain planning.

To avoid a time-consuming, and often manual, cost management process, vendors have created these streamlined solutions. Leveraging supply chain cost-to-serve analytics enables businesses to make data-driven decisions. They can apply real-time insights to optimize the cost of serving each product and customer within their network.

To qualify for inclusion in the Supply Chain Cost-To-Serve Analytics category, a product must:

- Analyze cost data for shipping and production
- Provide expense and profit insights associated with product lifecycles
- Offer visibility into a portfolio of products
- Forecast costs of customer demand

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