
Pricing Surveillance: How It Works, How to Detect It, and How to Govern It
A practical guide for pricing, revenue, and risk leaders: what pricing surveillance is, how it differs from dynamic pricing, and how to detect and govern
Have a Revenue Growth Analytics pain point, a question, or a content suggestion?
Discover how Revology Analytics propels mid-market businesses to sustainable, profitable growth by building advanced, in-house Revenue Growth Analytics & Management (RGM) capabilities—fast.
Our senior expert-led, hands-on approach ensures you own the tools, insights, strategy and processes needed to thrive long-term.
Gain exclusive access to the latest insights from over 150 commercial leaders on the state of Revenue Growth Analytics in 2025, based on our expanded Revenue Growth Analytics Maturity Scorecard™.
Access our comprehensive advisory services, where Pricing and Revenue Growth Management transformations are at the core.
We also specialize in Sales & Marketing AI Enablement and Commercial Analytics transformations. In 90–120 days, our senior practitioners embed advanced solutions, equipping organizations with enduring, in-house growth engines that drive measurable results.
Discover how Revology Analytics propels mid-market businesses to sustainable, profitable growth by building advanced, in-house Revenue Growth Analytics & Management (RGM) capabilities—fast.
Our senior expert-led, hands-on approach ensures you own the tools, insights, strategy and processes needed to thrive long-term.
Explore Revology Analytics’ curated thought leadership on various Revenue Growth Analytics and Management topics.
Our case studies, white papers, webinars, and toolkits illuminate best practices and emerging trends. Gain actionable insights to refine your holistic Revenue Growth Management strategies and capabilities, fueling sustainable, profit-focused decisions across your organization.
Discover how Revology Analytics propels mid-market businesses to sustainable, profitable growth by building advanced, in-house Revenue Growth Analytics & Management (RGM) capabilities—fast.
Our senior expert-led, hands-on approach ensures you own the tools, insights, strategy and processes needed to thrive long-term.
Gain exclusive access to the latest insights from over 150 commercial leaders on the state of Revenue Growth Analytics in 2025, based on our expanded Revenue Growth Analytics Maturity Scorecard™.
Access our comprehensive advisory services, where Pricing and Revenue Growth Management transformations are at the core.
We also specialize in Sales & Marketing AI Enablement and Commercial Analytics transformations. In 90–120 days, our senior practitioners embed advanced solutions, equipping organizations with enduring, in-house growth engines that drive measurable results.
Discover how Revology Analytics propels mid-market businesses to sustainable, profitable growth by building advanced, in-house Revenue Growth Analytics & Management (RGM) capabilities—fast.
Our senior expert-led, hands-on approach ensures you own the tools, insights, strategy and processes needed to thrive long-term.
Explore Revology Analytics’ curated thought leadership on various Revenue Growth Analytics and Management topics.
Our case studies, white papers, webinars, and toolkits illuminate best practices and emerging trends. Gain actionable insights to refine your holistic Revenue Growth Management strategies and capabilities, fueling sustainable, profit-focused decisions across your organization.

A practical guide for pricing, revenue, and risk leaders: what pricing surveillance is, how it differs from dynamic pricing, and how to detect and govern

A 1% Net Price realization can drive, on average, an 11% improvement in Operating Profits, making Pricing the most critical business lever.
To achieve this, robust Margin Analytics & Optimization capabilities are essential.
These capabilities help control price discounts, reduce variability in margin profiles, and empower sales teams with rapid pricing insights. Using open-source tools like R and Python, along with self-serve BI tools like Tableau and Power BI, organizations can build a best-in-class Margin Analytics platform efficiently.

Discover how to build a B2B Margin Analytics & Optimization platform in Tableau, addressing key pricing and discounting challenges. Learn to identify Gross Profit drivers, coach your Sales team, and optimize discount strategies to boost Net Sales and profitability. Watch now for actionable insights and practical solutions.

Industry: Consumer / Pet
Area: Pricing Strategy and Revenue Growth Management
In collaboration with EBITDA Catalyst, Revology’s strategic partner for driving value creation for mid-market Private Equity.

Industry: Consumer / Pet
Area: Pricing Strategy and Revenue Growth Management
In collaboration with EBITDA Catalyst, Revology’s strategic partner for driving value creation for mid-market Private Equity.

Industry: Consumer Goods, Fashion
Area: Pricing Strategy, Research & Execution
In collaboration with EBITDA Catalyst, Revology’s strategic partner for driving value creation for mid-market Private Equity.

Industry: Food CPG – breakfast & snacks
Area: Pricing Power Clarity, Offering Design & List Price Optimization
In collaboration with EBITDA Catalyst, Revology’s strategic partner for driving value creation for mid-market Private Equity.

Kickstart the New Year with a game-changing gift for your team!
Discover our specialized corporate training programs in Advanced Revenue Growth Analytics, designed to fill the practical skill gaps in Revenue Growth Analytics (RGA) that many companies face.
It’s the perfect opportunity to empower your commercial and analytics/data science teams with hands-on, real-world skills that immediately impact your bottom line.

Industry:
Med-Tech | Area: Margin Analytics & Optimization
This case study explores how a prominent med-tech company revolutionized its margin management by developing an in-house Dynamic B2B Margin Analytics Platform. Faced with challenges such as limited visibility into pricing and margin drivers and inconsistent discounting practices, the company recognized the need for advanced pricing analytics capabilities. Partnering with Revology Analytics, they embarked on a strategic journey to enhance their pricing analytical acumen, aiming to improve net price realization and address revenue leakages. The case details the transformative impact of this initiative, demonstrating the effectiveness of co-creating an in-sourced solution with internal stakeholders, using an existing tech stack like Tableau for powerful visualization and scenario analysis capabilities.

In this case study, we delve into the strategic implementation of dynamic pricing by a Fortune 500 specialty retailer, aiming to enhance market share and profitability in their brick-and-mortar (B&M) channel. Despite the success of dynamic pricing in their e-commerce channel, the retailer faced unique challenges in translating this strategy to their physical stores, constituting 90% of their sales. The initiative encountered skepticism and logistical hurdles in frequently changing price tags. In partnership with Revology Analytics, the retailer overcame these challenges through a practical, simple-to-understand dynamic pricing solution, resulting in increased gross margins, fast and cost-effective implementation, and successful stakeholder engagement in their dynamic pricing journey.
Have a Revenue Growth Analytics pain point, a question, or a content suggestion?
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Centered on proven best practices, Revology Analytics® provides Revenue Growth Analytics advisory services and thought leadership, driving profitable revenue growth for middle-market companies.
Over 225 companies took our scorecard to improve their Revenue Growth Analytics & Management capabilities.
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