Market research
Explore customer needs, relevant requirements, and market findings with cited sources you can review.
Find what matters. Build with direction.
Ground your design priorities in market research, product benchmarks, and competitive analysis.
Portable water purifier
Customer needs Market evidence Design direction
Compare real products, examine customer evidence, and review cited findings before deciding what to build.
Explore customer needs, relevant requirements, and market findings with cited sources you can review.
Compare reported product specifications and performance, with units, conditions, and missing information made visible.
Examine competing products and market segments to understand the tradeoffs and opportunities for your design.
Product specifications show what competitors offer; customer evidence helps explain what people value. Customer Compass keeps source findings and provisional AI inferences distinct, so you can assess the strength of each recommendation.
Six connected steps. One clear direction.
Describe your product, audience, and design goals.
Choose the performance characteristics that matter.
Consider customer reactions when a feature meets needs or falls short.
Benchmark products, compare competitors, and review the evidence behind suggested priorities.
Assess current performance against your target.
See where to focus and keep the reasoning behind each decision.
Your engineering expertise drives the decision. Customer Compass brings research, benchmarks, and competitive context into view so you can inspect the sources, challenge the assumptions, and make better informed choices for your design.