Revology Analytics Insider

Subscribe to Revology Analytics Insider

Want to stay abreast of the latest Revenue Growth Analytics thought leadership by Revology?



Articles Armin Kakas Articles Armin Kakas

Pricing Analyst Today, Revenue Management Analyst Tomorrow

Pricing isn’t just a business function; it’s a strategic powerhouse. Research shows that even a 1% improvement in pricing can boost operating profits by 11%. Yet, most mid-market companies struggle with inconsistent strategies, market fluctuations, and discount variability. The future lies in elevating Pricing Analysts into Revenue Management Analysts—strategic professionals who leverage advanced analytics to drive holistic growth and profitability.

Read More
Articles Armin Kakas Articles Armin Kakas

Upskilling for Revenue Growth: Building Advanced RGM Capabilities to Drive Profitability

Achieving sustainable revenue growth means moving beyond traditional approaches and embracing advanced analytics, AI, and machine learning. These tools empower businesses to refine pricing, boost sales effectiveness, and make promotions more impactful—all in alignment with their strategic goals.

By embedding a culture of analytics within their organization, companies not only harness data-driven insights to make informed decisions but also foster agility, positioning themselves as proactive market leaders who drive profitability and stay ahead of shifting customer demands.

Read More
Articles Armin Kakas Articles Armin Kakas

Revology Analytics Whitepaper Preview:Overcoming Growth Headwinds -  AI/ML-Driven Strategies for Revenue Optimization in Distribution

As market pressures intensify, distributors are increasingly challenged to maintain profitable growth. Traditional strategies often fall short in today’s volatile landscape, leaving many distributors grappling with price realization gaps, customer churn, and missed cross-selling opportunities.

This whitepaper explores how AI/ML-enabled Revenue Growth Management (RGM) strategies can address these issues, providing a comprehensive guide to leveraging advanced analytics for sustainable growth. With actionable insights into dynamic pricing, customer retention, and data integration, this resource empowers distribution leaders to navigate complex growth obstacles and build resilient, data-driven strategies for the future.

Read More
Articles Armin Kakas Articles Armin Kakas

How to Use Competitive Pricing to Drive Profitable Growth

A solid pricing strategy can be the key to gaining market share and fueling business growth.

Competitive pricing, when done right, goes beyond just undercutting competitors. It's about strategically positioning your products to maximize market share, maintain profitability, and align with long-term business goals.

For example, a premium skincare company successfully used price skimming to launch a high-end anti-aging cream at a premium price, capturing early adopters and reinforcing brand exclusivity. Later, they strategically lowered prices to attract broader market segments.

This article'll explore how competitive pricing works, discuss real-world implementation strategies, and examine how it fits within a broader Revenue Growth Management (RGM) framework. We'll also weigh the pros and cons, ensuring you have the tools to craft an effective pricing strategy that drives sustainable growth.

Read More
Articles Armin Kakas Articles Armin Kakas

Overcoming Growth Headwinds: AI/ML-Driven Strategies for Revenue Optimization in Distribution

The distribution industry faces unprecedented challenges—market saturation, heightened competition, and changing customer expectations—that are stifling growth and profitability. While Artificial Intelligence (AI) and Machine Learning (ML) are often hailed as game-changers, their true value lies in strategic, practical applications.

This blog explores how distributors can leverage AI/ML to optimize pricing, retain customers, and capitalize on cross-sell opportunities. By addressing key issues such as price realization gaps, customer churn, and missed revenue opportunities, distributors can overcome growth headwinds and accelerate profitable growth.

Read More
Articles Armin Kakas Articles Armin Kakas

Retail Discount Strategies: How to Optimize Discounts While Sustaining Growth

Discount strategies play a critical role in driving sales and maintaining profit margins in retail. Finding the right balance between offering discounts to attract customers and protecting profitability is key.

This guide covers different discount tactics like Premium Pricing and High-Low Pricing, showing how they influence consumer behavior and brand perception. You'll also learn about common mistakes like excessive discounting and how pricing psychology impacts buying decisions. Whether you need to clear inventory or boost customer loyalty, this article provides practical strategies to use discounts effectively while sustaining growth.

Read More
Articles Armin Kakas Articles Armin Kakas

Implementing Value-Based Pricing: Strategies and Examples for Maximizing Profit

Understand the power of value-based pricing strategies in driving profitability. Learn how aligning price with perceived customer value can boost revenue, and profits and strengthen customer relationships.

By focusing on what customers are willing to pay based on the unique benefits they perceive, businesses can create tailored pricing models that not only increase competitiveness but also foster brand loyalty. Explore key examples, strategic implementation techniques, and the long-term advantages of adopting a value-based approach to maximize growth and profitability.

Read More
Articles Armin Kakas Articles Armin Kakas

Dynamic Pricing: Balancing Profit and Customer Satisfaction

Dynamic pricing has evolved from a niche concept into a fundamental capability for both B2C and B2B businesses seeking to optimize profits and remain competitive in a market characterized by increasing volatility and data proliferation. By adjusting prices in real-time (or near real-time, like daily or weekly batches) based on factors like market demand, customer behavior, social media sentiment, and inventory levels, companies can respond much faster to fluctuations and preferences. 

As pricing consultants with decades of combined experience, we’ve witnessed firsthand how dynamic pricing can significantly impact Operating Profits and pricing team productivity. In this article, we'll explore the nuances of dynamic pricing, exploring its various models, industry applications, best practices for implementation, challenges, ethical considerations, technological requirements, and future trends. 

With AI/ML at the center of current and future commercial capabilities, understanding dynamic pricing is essential for driving growth, driving positive price perception, and augmenting customer satisfaction.

Read More
Articles Armin Kakas Articles Armin Kakas

Pricing & Revenue Growth Management Advisory for Private Equity Firms and Portcos

Private equity firms can unlock significant value by integrating robust Pricing & Revenue Growth Management strategies both before and after acquisitions.

From AI-driven market analysis to post-acquisition margin optimization, these initiatives empower investors to boost profitability, increase valuations, and maintain a competitive edge. Our latest blog explores how in-sourcing these capabilities can help private equity firms maximize portfolio returns and long-term growth potential.

Read More
Articles Armin Kakas Articles Armin Kakas

A Brief Guide to Price Optimization: Strategies, Tools, and Best Practices

Price optimization is crucial for maintaining profitability and ensuring customer satisfaction. Our latest article, 'A Brief Guide to Price Optimization: Strategies, Tools, and Best Practices,' provides practical insights into implementing data-driven pricing strategies.

Learn how to effectively apply dynamic pricing, value-based approaches, and competitive analysis to enhance revenue and support sustainable business growth. This brief guide offers a clear overview of the essential tools and techniques needed to navigate the complexities of modern pricing.

Read More
Articles Armin Kakas Articles Armin Kakas

Keeping Customers Longer: Building Real-Time Retention Optimization Capabilities

For retailers and distributors, keeping customers happy and engaged is more critical than ever. But did you know that 6 out of 10 mid-market firms lack the tools to predict churn or identify upsell/cross-sell opportunities?

Our latest article dives into how AI/ML is revolutionizing customer retention. Learn how to leverage these technologies to:

  • Predict and prevent churn with advanced analytics.

  • Identify personalized upsell/cross-sell opportunities.

  • Tailor marketing campaigns for maximum impact.

  • Build stronger customer relationships through personalization at scale.

Read the full article to discover how to build an insights-driven retention strategy that maximizes customer lifetime value and drives sustainable growth for your company.

Read More
Articles Armin Kakas Articles Armin Kakas

Mastering Price Elasticity Modeling: Best Practices for 2024

Enhanced by AI and machine learning, price elasticity modeling enables businesses to optimize pricing strategies by understanding how customer demand reacts to price changes. Unlike traditional methods that often overlook the complexities of consumer behavior, these advanced models provide data-driven insights to set prices that maximize revenue.

Read More
Case Studies Armin Kakas Case Studies Armin Kakas

Unlocking Sales Performance with Commercial Analytics Transformation in the Agricultural Chemical Industry - Case Study

Discover how a leading chemical manufacturer transformed its sales analytics capabilities to drive insights-driven decision making and improve sales performance. We partnered with the client to develop a customized sales analytics platform, overcoming data silos and manual reporting processes to unlock real-time insights and enhance efficiency. Learn how interactive visualizations, advanced analytics, and comprehensive training empowered the sales team to optimize commercial strategies and unlock greater organic growth. Read the case study to see how your organization can leverage commercial analytics transformation to unlock its full potential.

Read More
Webinar Recording, Video Armin Kakas Webinar Recording, Video Armin Kakas

Smart Pricing and Revenue Growth Management for Auto Service, Repair and Tire Retailers

Join us for an insightful session as we explore smart pricing and analytics strategies tailored for tire & repair shops. Learn how to optimize pricing and discounting to drive car count, sales, and enhance profitability. This webinar is especially geared toward multi-location, regional, or super-regional/national retailers, as well as private equity operators in the space, looking to drive profitable growth.

Read More
Video, Webinar Recording Armin Kakas Video, Webinar Recording Armin Kakas

Supercharge Your Revenue Growth Management with Knowledge Graphs

Learn how to leverage in-house Knowledge Graphs to optimize your Pricing, Promotions, and Marketing efforts and uncover unique, actionable business insights substantially faster than traditional data structures and analytics currently allow.

The webinar is tailored for Revenue Growth Management (RGM) / Pricing, Commercial, and Analytics/Data Science leaders in CPG. Nevertheless, all industry participants from those domains are welcome as the content is highly relevant.

Read More
Case Studies Armin Kakas Case Studies Armin Kakas

Driving Profitable Growth with Insights-Driven Pricing Transformation in Auto Service Retail

Learn how a leading national auto service retailer optimized its pricing strategy to unlock millions in operating profit. Through a multi-phased approach, we helped them overcome fragmented data, outdated systems, and inconsistent pricing practices. Discover how data-driven insights, customer segmentation, and advanced analytics led to significant revenue gains and improved operational efficiency. Read the case study to see how your auto service business can achieve similar results.

Read More
Video, Webinar Recording Armin Kakas Video, Webinar Recording Armin Kakas

Leveraging Meta's Robyn for Effective Marketing Mix Modeling

Unleashing the Power of Data-Driven Marketing in a Post-Cookie World

In a marketing landscape adapting to the demise of 3rd party cookies, making sense of your marketing channels is not just vital; it's challenging.

Marketing Mix Modeling (MMM) offers a strategic, comprehensive view of marketing performance, free from the constraints and challenges of cookie-based tracking.

Read More
Articles Armin Kakas Articles Armin Kakas

Reduce Inventory Waste, Boost Profits - AI/ML-Enabled Demand Forecasting for Smarter Manufacturing

Mid-market manufacturing businesses often struggle with accurate demand predictions due to evolving customer preferences and changing market trends. This complicates stock management and necessitates innovative strategies to reduce waste.

Advanced AI/ML-enabled demand forecasting can significantly improve capacity planning, financial planning, and profit margins by enhancing forecast accuracy. Traditional methods, relying on outdated data and gut instinct, fall short, while AI/ML technologies analyze vast data sets to identify patterns and adapt to dynamic market conditions.

Read More