What is Product Truth?
What is Product Truth?
Jason Murphy · 3 min readThe short answer
Can ChatGPT check frame inventory at your store? Usually not. It can find what a frame is, because frame data is well standardized. Whether your store has that color and size today lives in your practice or POS system, which assistants can't read. To answer, it needs a current, per-store record you control.
Ask an AI assistant about a specific frame and it may be able to describe it: the brand, the style, the shape and sometimes the measurements. That's because optical frame data is unusually well organized. Frame catalog services give each style, size and color its own product code with its measurements and status, and makers publish their collections.
The questions shoppers actually ask are about one store:
Stock lives in your practice-management or POS system, location by location. Most of those systems track it well, and some move frames between offices. But that information stays behind the counter. A brand's store locator says you sell the brand, not that you have this frame today. So an assistant either guesses, sends the shopper to a site that can't say, or tells them to call.
None of this involves prescriptions, exams, insurance or anything about a patient. Those stay with the practice. A shopper's assistant needs product and stock facts, and the store decides which ones are public.
No. Assistants read what's published. Store stock usually isn't, so they can't answer which store has a frame today.
It solves what each frame is: style, color, size, measurements and status. It doesn't say which of your stores has it.
No. Missing information should stay unknown and become “ask the store,” never “out of stock.”
No. Finding and confirming a frame is about product and stock. Prescriptions and patient information stay with the practice.
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