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Services > Pricing Strategy

We build pricing systems that drive revenue and margin optimization

Analytics Capabilities

Built for Pricing Execution

Support commercial decision-making confidently 

We deliver across pricing assessments, opportunity sizing, pricing tools, enterprise-grade dashboarding, and advanced ML-driven pricing analytics.


 
Our experience spans clients from $20M to $100B+ revenue across the US, Europe, Australia, and global markets. 



We provide embedded support across the full engagement lifecycle, from stakeholder alignment and model development to executive-ready outputs and post-project continuity. 



The projects are led by pricing analytics specialists with experience across leading consulting environments.

Core Pricing Analytics Modules

Key pricing analytics capabilities

CommercialIQ delivers structured analytical support across the full lifecycle of pricing engagements, from opportunity identification and segmentation to modelling, optimisation, and pricing structure design.

End-to-end pricing assessment & opportunity estimation

We assess pricing structures, quantify leakage, and identify revenue opportunities through data analysis, benchmarking, commercial diagnostics, and price waterfall analysis, surfacing 1,000+ quick wins and strategic levers aligned to client priorities and constraints. 

Price value architecture

We design value-based pricing frameworks across products, features, and customer segments, supporting end-to-end execution from feature identification and conjoint/WTP analysis to pilot testing, implementation, and business-aligned recommendations.

Price elasticity modelling

We model demand sensitivity to price changes across use cases, from high-level elasticity estimation to advanced, deployable ML-based models, leveraging transaction data, surveys, or secondary datasets based on the objective and data environment.

Discount guidance & simplification

We analyze discount structures by creating like-for-like cohorts, identifying unjustified variability, and quantifying opportunity, followed by development of discount request tools, tracking KPIs, and audit dashboards to enable governance and ongoing performance monitoring.

Price target floor setting

We set up hard and soft price floors using analytical methods such as percentiling based on margins and discounts, along with hierarchical roll-ups to establish floors for new SKUs or SKUs with limited sales.

Customer segmentation

We segment customers across commercial, behavioral, and value-based dimensions using advanced ML on survey and usage data, as well as qualitative segmentation based on customer interviews. 

Cross-sell/upsell market basket analysis

We analyze historical sales data using ML algorithms (association rule learning and clustering) to identify cross-sell and upsell opportunities, uncovering product combinations frequently sold together to inform sales and bundling strategies. 

Competitive benchmarking

We evaluate competitor pricing structures, positioning, and price corridors across segments to contextualize internal pricing decisions and identify gaps or opportunities. 

Revenue optimization  frameworks 

We build margin scenario models, price waterfall analyses, and discount governance structures to quantify revenue leakage and evaluate optimization scenarios.

Beyond Core Pricing Analytics

Adjacent support across commercial workstreams

In addition to core pricing capabilities, CommercialIQ supports adjacent analytical workstreams that strengthen pricing models and broader commercial initiatives.

  • SKU-level analysis
  • Product rationalization inputs
  • Sales and channel segmentation
  • Cost-to-serve analysis
  • Integration of primary research such as surveys and structured market studies

We also incorporate secondary data sources and external market intelligence to validate assumptions and enhance analytical robustness.

These inputs are aligned with pricing frameworks to ensure consistency across models, recommendations, and client deliverables.

Where We Deliver Impact

Engagement scope and applications

Pricing Strategy

Development of price value architecture, segmentation frameworks, and structured pricing models across products and markets.

Price Setting

Model-driven support for establishing and revising pricing across segments, products, and geographies.

Price Getting

Execution-focused support including discount governance, deal guidance, and tools to improve price realization at the transaction level.

Margin Optimization

Identification of margin improvement opportunities through leakage analysis, price waterfalls, and scenario modelling.

Pricing Analytics Enablement

Development of analytical systems, dashboards, and models to enable scalable, data-driven pricing decisions.

Explore More

Explore a tailored approach

Reach out to CommercialIQ to support your next GTM engagement with structured analytical delivery aligned to your scope, timelines, and client requirements.

Pricing Assessment | Manufacturing | Appliance Manufacturer

We developed elasticity-based discount guidance across SKU bands, audited cross-channel incentives and promotions, and identified leakage opportunities tied to price-insensitive SKUs.

Price Elasticity, Price Floors & Price Increase Management | Fortune 500 Manufacturer

We developed a laddered price floor framework using historical invoice data and built 800+ machine learning models to assess elasticity across 1,500+ SKUs representing approximately 96% of revenue.