IHL sees retail pricing software nearly doubling to $7.7B by 2030

IHL Group says the global price optimization software market will rise from $4.1 billion in 2025 to $7.7 billion by 2030 as retailers move from separate pricing tools to unified AI platforms. The study also flags regulatory pressure and organizational readiness as key factors shaping vendor wins.

Why it matters: - Retailers are shifting from point tools to unified platforms that combine base pricing, promotions and markdowns on a shared demand model. - IHL Group says the market is growing faster than retail technology spending overall. - The study puts organizational readiness and compliance under new pressure as pricing decisions become more automated and more regulated.

What happened: - IHL Group released its 2026 Price, Promotion & Markdown Optimization Market Study. - The study sizes the worldwide price optimization software market at $4.1 billion in 2025. - IHL Group forecasts the market will reach $7.7 billion by 2030, implying a compound annual growth rate near 13%. - The study covers promotions management, price management and optimization, and markdown optimization. - IHL Group invited 50 vendors and evaluated the vendors that responded. - The study includes vendor-by-vendor scoring, three positioning maps and 15 buyer selection questions for RFI and RFQ use. - The full study is available now as the 2026 Price, Promotion & Markdown Optimization Market Study.

The details: - Promotions management is the largest of the three solution areas. - IHL Group finds the three categories are converging into unified platforms built on a single shared demand model. - Vendors in the study reported gross margin gains of roughly 2% to 8% across most of the field. - The highest reported gross margin gain reached 10.7%. - Vendors also reported markdown loss reductions of 20% to 40%. - Reported return-on-investment multiples ranged from 4x to 25x. - Payback was commonly achieved inside a year. - Up to 40% of retail promotions generate negative or negligible return on investment once cannibalization, pull-forward and execution costs are counted. - IHL says organizational readiness is the single strongest predictor of price optimization success. - The study plots evaluated vendor capability against installed base for the overall market, general merchandise and softlines, and food, drug, convenience and mass retailers. - IHL Group says media can request the positioning maps and additional exhibits. - The study used an 80-question vendor questionnaire covering company profile, product architecture, core pricing capability, analytics and science, vertical specialization, integration, implementation, regulatory compliance, ROI, roadmap, marketplace pricing, algorithmic governance and promotion economics. - Participating vendors completed the questionnaire and were scored 1 to 5 across the rubric. - Scoring was based on demonstrated capability, then adjusted against published product documentation. - Vendor responses were collected between May and July 2026. - Market size and forecast figures came from the IHL WorldView Retail IT Sizing and Forecast Model and were cross-checked against install evidence from the Sophia Data Service. - IHL says participation carried no fee and no vendor paid to be included.

Between the lines: - The category is moving from software selection based on features to platform selection based on governance, explainability and organizational discipline. - The reported ROI range suggests strong upside, but the variation also signals that execution quality matters as much as model quality. - Regulation is becoming part of the buying process, not just a legal footnote. - New York's Algorithmic Pricing Disclosure Act took effect Nov. 10, 2025. - California's AB 325 took effect Jan. 1, 2026. - The European Union's AI Act imposes high-risk obligations beginning Aug. 2, 2026. - More than 70 state measures aimed at data-driven pricing are now in motion nationwide.

What's next: - Retailers evaluating these platforms will likely weigh ROI, explainability, integration and compliance more heavily than before. - Vendors that can show measurable margin lift and regulatory readiness may gain an advantage as the market consolidates around shared-demand platforms. - IHL Group says the positioning maps and additional exhibits are available to media on request.

The bottom line: - IHL sees pricing software entering a new phase: bigger budgets, more regulation and fewer excuses for poor execution.