The Silent Cost of Trusting AI-Generated Research
How AI-only research can mislead decision-makers, with real examples of flawed forecasts, bad data, and missing context.
Energy & Chemicals Research
8 Mins Read
Understanding what customers truly need, whether spoken or unspoken, is essential to building offerings that resonate and experiences that retain. Our analysis helps organizations uncover evolving expectations, unmet needs, and friction points to drive smarter decisions across the customer lifecycle.

Partner to multinationals and Fortune 500 leaders across 20+ industries, providing customer insight for product, marketing, and strategy teams.
Customer Needs Analysis across diverse verticals, with methodologies that adapt seamlessly to consumers, platform users, supply chain partners, and business buyers.
Coverage spans 90+ countries, capturing both global trends and region-specific customer behaviors.
Insights from industry leaders, experts, customers, distributors, and market influencers ensure research reflects real demand.
In-house expertise in CATI, CAPI, IDI, FGD, and targeted interviews captures perspectives across segments and geographies.
Each study is grounded in documented sources and auditable frameworks.
Customer groups identified based on needs and demand drivers, not just surface-level attributes.
Deliverables built for product ideation, message testing, and CX recalibration, integrated directly into team workflows without abstraction.
We identify clusters of customers with shared priorities, behaviors, and expectations, enabling more targeted decisions.
Develop segmentation based on needs, value drivers, and purchase triggers.
Identify underpenetrated segments and misaligned positioning.
Tailor messaging and product features to segment-specific expectations.

How AI-only research can mislead decision-makers, with real examples of flawed forecasts, bad data, and missing context.
Energy & Chemicals Research
8 Mins Read
We combine structured discovery with behavioral insight to identify what truly drives customer decisions.
Each engagement begins by aligning with stakeholders on objectives, success criteria, and customer contexts to ensure relevance.
Conduct qualitative and quantitative research across markets and customer cohorts.
Interpret customer attitudes and behaviors to surface the underlying drivers of choice.
Triangulate qualitative and quantitative inputs to identify unmet needs, size relevance by segment, and rank opportunities by impact and feasibility.
Findings are delivered through structured reports, models, and datasets that integrate into product, marketing, and strategy workflows.

A trusted intelligence partner to global decision-makers across 90+ countries.







Mordor Intelligence delivered high-quality research exactly when we needed it. Their professionalism was much appreciated.
Johanna Franks
Senior Trade Analyst, Italian Trade Agency
The engagement was efficient from start to finish, with research that met expectations and timelines.
Mark Repsher
PA’s Management Group
Mordor Intelligence provided research closely aligned with our business priorities. Their team was responsive and professional throughout.
Yosuke Mitsui
Senior Associate, Sumitomo Corporation
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