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FQ AI Summit 2026

Share Product Expertise That Helps Customers Judge Fit

My notes from attending the FQ AI Summit in New York, November 10, 2026.

Recommendations and Shopping Experiences

How can a brand help customers judge whether its product fits?

A brand can offer more than a claim that its product is better. Pick a recurring question your specialists can answer, and explain what changes the answer, what the customer needs to know and where a qualified person should step in.

The anticipatory discussion connected customer questions with a brand's expertise. That connection is strongest when the answer helps someone judge fit, including when the product may not be appropriate.

Build the answer from approved product facts and current instructions. Don't ask an AI tool to invent technical explanations from marketing language, and have the responsible specialist review any consequential guidance.

Say the limits plainly. A comparison that leaves out the situation where another option is better may help less than a specific explanation of the intended use. Keep the page maintained as the product changes, and give readers a route for the question it can't settle.

What to try this week

Take your answer to one recurring customer question to the specialist who owns it. Ask them to check it against approved product facts and to add the situation where your product doesn't fit.