Customer surveys can be a valuable way to gather information, but it's critical to remember that they may not have the same understanding of the possibilities of innovation that you do, writes Jeffrey Phillips. "Customers, when they rank needs or ideas, will often use a filter that is more rigid and more incremental than an innovation team will use," he argues.

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