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Comparison8 min read

HX OS and Traditional Market Research

A practical comparison of interviews, surveys, experiments and AI-assisted analysis.

01

Overview

Conventional market research includes interviews, surveys, experiments and observation. AI-based tools can help organize hypotheses and patterns, but they do not replace primary evidence.

02

Key considerations

Primary research can probe perceptions, analytics can measure observed behavior, and CORA can organize strategic interpretation. If methods disagree, investigate the underlying evidence.

03

Practical application

Start with a clear research question, select suitable methods and use CORA as a decision-support layer. Validate important conclusions through real customer research.

04

Limitations

The most suitable method depends on the decision, budget and evidence requirements. No single method is universally more accurate.

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