A common sizing error is treating every 2HP AC as identical. In reality, model-specific inverter behavior can significantly change average wattage and start-load performance.
When users pick recognizable models and brands, recommendation quality improves. This is especially relevant in markets where appliance model naming directly affects expected energy draw.
Keep model-level equipment catalogs curated and update periodically using manufacturer specs plus retailer verification data.