PartSnap is the AI service inside SplashLens for pool techs who are standing at the pad with an impeller, seal, grid, valve, cell, robot part, fitting, basket, gauge, O-ring, or controller label they cannot quickly name.
General image search can guess. PartSnap is built around how pool service work actually happens: get a possible family, ask what proof is missing, hold ordering links when confidence is weak, and save a cleaner escalation trail.
Capture the part close, lit, and isolated.
Capture the model plate, molded number, or equipment family.
AI returns manufacturer, component, category, terms, and alternatives.
The app asks for the exact evidence needed before ordering.
Copy a senior-tech/vendor packet instead of sending a vague photo.
Sample cases we are tuning around first. These are reference workflows, not manufacturer-confirmed fitment claims.
Possible pump family, visible markings, seal-kit clues, and model-plate prompts.
Filter family hints plus what to measure or photograph before ordering.
Cell type, unions, cable clues, controller label, and model verification.
Controller family, relay/valve context, and safety-first escalation language.
Robot family clues and missing proof before buying cleaner-specific parts.
Voltage/model prompts and a clear warning to verify against manuals and qualified electrical work.
Manufacturers, distributors, pool schools, creators, and service companies can help test real edge cases, training scenarios, parts diagrams, and safe reference language. We can move quickly without claiming endorsement or guaranteed fit.