A frame is a style, a color and a size, at one store.
Optical frame data is well standardized: catalog services give each style, color and size a code with its measurements and status. What no system gives an outside AI assistant is a current answer about one frame at one store. This brief covers retailers, distributors and frame brands, and stops at the product and stock layer. Prescriptions and eye health are out of scope.
CoversOptical retailers, eyewear distributors and frame brands
01 · What the industry knows
What the optical trade already knows.
- Versions
- One style comes in several colors and two or three eye sizes, and each combination has its own code and its own stock.
- Fit in millimetres
- Eye size, bridge and temple, and on many frames lens width, height and diagonal, stated by the maker.
- Status
- Current or discontinued. The maker's successor is a replacement; a frame that merely looks close is a suggestion to try on.
- Stores
- Which location has this color in this size, today.
- Who knows what
- A retailer knows its locations and stock; a distributor its current catalog and what ships this week; a brand its styles, successors and authorized retailers.
Where those facts live today.
| Fact | Where it lives today |
|---|---|
| The frame | The frame catalog the practice subscribes to, the maker's files |
| The fit | The catalog and the temple; on a store's site, often only in a photo |
| The status | The catalog, the maker's notices |
| The stores | The practice-management or POS system, behind the counter |
| The price | The POS and the store's own pricing |
| The next step | The phone, the contact form |
Frame catalog services, practice-management and POS systems, lab ordering platforms and try-on tools each hold part of this. The catalog knows what a frame is, the inventory system knows whether a store has it, and the brand's locator knows who sells the brand. None of them answers an outside assistant about one frame at one store.
03 · What is being decided
What the shopper's assistant is trying to settle.
A person asks this of an AI assistant the way they'd ask a good optician. The assistant can only answer as well as the store's information lets it.
- Future scenario
“Find me a tortoise acetate frame, rectangular but not too boxy, around a 52 to 54 eye size with a wider bridge, near me, and nothing too pricey.”
| Stage | The assistant's job | What has to be true |
|---|---|---|
| Discover | Find optical stores nearby that carry the brands it's considering | Locations, hours and the brands carried are published |
| Understand | Read each frame's shape, material, color and size | Each version is stated in text, with its measurements in millimetres |
| Qualify | Keep the frames that match, and check which store has one | Unknown stays “ask the store,” never “no”; stock carries the time it was read |
| Contact | Find the store open now | Hours and locations are published and agree with Google |
| Act | Ask the store to confirm the frame for the shopper | The request reaches a person at that location with the frame, color and size |
What we've seen, what we expect, what could come later.
Lehvel hasn't yet recorded an AI answer about frame stock, so nothing here is marked observed.
- Hypothesis
For most stores today, an AI assistant can't tell a customer which frames are in stock. The pieces exist in different systems, and none gives an outside assistant a current answer it's allowed to repeat.
- Hypothesis
Because frame data is already standardized, the hard part is the store layer: stock by location, and the rules for what an assistant may say about it.
- Future scenario
An assistant asks a store to confirm a frame in a color and size for a shopper, and a person answers. Later, perhaps, holding a frame or booking a fitting, with the retailer's opt-in.
05 · Current Lehvel work
The work behind this brief, with its status.
- Lehvel Labs · Field notesYour eyewear catalog was built for optical software. AI agents are nextPlanned
Not built for this sector: a frame record with versions, measurements and sources, store availability with its read time, or an inventory inquiry path.
Three authorities behind one answer.
- What the frame is
- Established by the maker and the catalog. The same everywhere.
- Whether a store has it
- Established by inventory, by location, and it changes every day. Only from a current reading; a missing one is never “out of stock.”
- What an assistant may say
- Established by the business: which facts are public, which are “ask the store,” and what a request may do. Wholesale pricing stays internal.
- Catalog data as a source
- Read only through the business's own subscription. There is no Frames Data integration or partnership.
Authority boundaryNo prescriptions, measurements for a prescription, exam results, insurance benefits or patient records. Lenses depend on the prescription and have their own standard, so they're a later question. The one action worth studying is an inventory inquiry about a specific frame, answered by a person at that location.
For one businessBusiness Truth Discovery · $750