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INDUSTRY FIELD GUIDE

Tire dealer product identification and fitment records for AI

A tire photo can show the size and obscure the rest of its marking.

By Fiund · Updated 2026-11-05

NAICS 441340 · Tire Dealers

A tire photo can show the size and obscure the rest of its marking. NHTSA explains tire size and other labeling information. A retailer can evaluate whether an assistant extracts only the markings it can read and leaves missing fields unresolved. NHTSA tire guidance

Draw two synthetic sidewalls with different designations. Pair each with a fictional catalog card, then crop one label. Ask which product is identifiable and whether the supplied catalog establishes compatibility for a dummy fixture. Use a separate reviewer key for visible characters and model evidence.

Use your own artwork and no actual identifiers, customer work orders or OEM catalog exports. Keep safety and fitment decisions with qualified staff.

Describe a synthetic tire identification sample

Original Fiund exercise

A readable size field does not supply a cropped load or model identifier

Two original synthetic sidewall drawings use nonvalid codes and abstract load labels. No real tire, work order, vehicle or fitment recommendation is represented.

Fictional records supplied to the evaluator
RecordSourceWhat it records
TDL1Drawing AReadable dummy model T-A, size S1 and load label L1. Matched original catalog card confirms those fields.
TDL2Drawing B cropSize S1 visible, model suffix and load field cropped. Candidate catalog T-B also lists S1 but different L2; no verified crop parent.
TDL3Practice fixture requirementOriginal dummy fixture F expects exact T-A/S1/L1 record match. No actual safety, performance or fit criteria supplied.

Question for the model

Which drawing supports the practice fixture's documented fields, and can B be assigned a load label or model from size alone?

Show the reference answer and checks

TDL1 supports the exact T-A/S1/L1 documentary match required by TDL3. TDL2 only exposes size S1; it does not establish model suffix or load label, and the T-B card lacks a verified link. Do not copy L1 or L2 into the crop from the shared size. Report visible characters and missing fields separately. This synthetic match does not determine actual tire suitability, loading or safe use.

  • Filling a cropped load label from a same-size catalog neighbor.
  • Treating a fictional document match as real-world fitment or safety approval.

Fields to preserve

Model and sidewall view
Defines the item.
Size, load label and visibility
Limits extraction.
Catalog/fixture scope and missing linkage
Supports review.

Test another case

Add a full B view confirming T-B/S1/L2. Require identity to resolve while the fixture mismatch remains.

Use original drawings and dummy IDs. Exclude actual customer records and OEM exports; qualified staff retain fitment decisions.

Download this fictional example and answer key (JSON)

Discuss a contribution

Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.

Primary sources and further reading