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Planned
Appliance Category Classifier
Determine appliance type from model number patterns, brand-specific prefixes, and indexed product data. Returns a category label — refrigerator, washer, dryer, dishwasher, range, microwave — with confidence scoring.
GET /api/v1/classify (planned)
What it does
Classify an appliance as washer, dryer, refrigerator, dishwasher, etc. from model number or product data.
This feature is on our roadmap
Coming at launch — Spring 2026. Get early access to be notified.
How it works
- Your system sends a brand and model number
- ApplianceAPI checks indexed data for known product type
- Falls back to brand-specific model prefix patterns for classification
- Returns category label, sub-category if available, and confidence level
Why it matters
- Route service tickets to the right technician by appliance type
- Categorize inventory records without manual data entry
- Generate reports by appliance category across your customer base
- Improve dispatch efficiency by matching tech specialization to job type
Who uses it
- Job routing by appliance type
- Reporting by category
- Inventory categorization
- Service ticket enrichment
Current availability
Appliance Category Classifier is planned. Classification data is already partially available through the Model Lookup API for indexed models. A dedicated classification endpoint will extend coverage to unindexed models using pattern matching. Join the waitlist.
Related features
Model Lookup API
Identify appliance brand, type, and title from a model number. Normalize messy CRM data.
Brand Normalization API
Map brand aliases, misspellings, and variants to canonical brand names. Clean up messy CRM and dispatch data.
Model Verifier
Validate model numbers before dispatch. Catch typos and invalid entries before they cause bad service calls.
Get early access
This feature is on our roadmap. Join the waitlist to be first in line.