Engineering Blog

Engineering Insights

Deep dives into photo-based part identification, OEM lookup workflows, and collision research for US shops and DIYers.

Stack of disc brake pads on a white background — example of a clear catalog-style photo for AI identification

Identification6 min read

How to Identify a Car Part by Photo (US Guide)

Step-by-step workflow for DIYers and shops: what to photograph, how OEM lookup works, and when to trust AI part identification.

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Gasoline direct-injection fuel injector — real OEM-style component used for part-number research

OEM Part Number Lookup: A Practical Workflow for US Shops

May 20, 2026

Headlight level sensor with linkage arm — typical collision-adjacent component for supplement documentation

Collision Parts Research: Faster Supplement Support

May 20, 2026