Built to Lead: What Aftermarket Leadership Looks Like in Practice
How Siemens Energy, Terex, CLAAS and other manufacturers price, sell and plan in the aftermarket. Insights from PARTS SUMMIT 2026 in Frankfurt.
AI Market Research refers to the use of artificial intelligence to gather, analyze, and interpret market data, enabling businesses to make faster, more accurate, and better-informed decisions. In machine manufacturing, it plays a key role in optimizing pricing strategies by providing real-time market insights and analyzing competitor data.
Some of your prices are too high and some are too low. You can't always tell which, and a customer who pushes back often knows before you do.
Price drift runs in both directions. Where a price should have come down and didn't, the customer notices first, and trust takes the hit before the next order lands. MP ONE™ keeps prices current against the market and controlled by rules sales can explain, so when a customer challenges a price, the reasoning behind it is already there.
Running pricing this way is what we call Pricing Performance.
AI-driven market research streamlines the analysis of large datasets, such as competitor pricing, customer trends, and material costs. By automating repetitive tasks, it saves time. This approach is particularly relevant to machine manufacturers aiming for market-based pricing strategies.
AI-driven market research helps businesses adapt quickly to changing market conditions, ensuring their strategies stay competitive and profitable. Identifying the best price points helps build customer trust and boost profits. For example, a machine manufacturer can use AI to monitor competitor prices and adjust their spare parts pricing in real time. This keeps their products competitive while maximizing profits.
AI market research can be supported by tools like data analytics platforms and industry-specific market intelligence solutions like MARKT-PILOT™. These tools simplify data collection, automate analysis, and offer actionable insights to help improve pricing strategies.
Machinery and spare parts manufacturers often struggle with traditional market research methods like manual competitor analysis and industry reports, which can be slow and inefficient. AI-powered solutions make market intelligence faster and easier, helping businesses quickly respond to pricing changes, demand shifts, and supply chain disruptions.
Learn how AI-powered solutions can improve your pricing strategies and increase profitability. Get in touch with us to see how AI Market Research with MARKT-PILOT can create new opportunities for your company in the machine manufacturing industry.
How current, controlled and proven is your pricing today? Take the Pricing Performance self-assessment.

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How Siemens Energy, Terex, CLAAS and other manufacturers price, sell and plan in the aftermarket. Insights from PARTS SUMMIT 2026 in Frankfurt.
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