Currently, 120+ attributes are supported with Scale's ML-Powered Attribute Extraction API, across apparel, home & accessories. Additional attributes are added to our APIs every week.
Scale can also support any number of additional general or category-specific attributes, custom attribute taxonomies, and enterprise-level quality & throughput SLAs via our ML + HitL hybrid approach. Contact us for further details!
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Sample of Supported Attributes & Corresponding Product Category
| attribute_name | attribute_category |
|---|---|
| product_category | All |
| capacity | All |
| concern | All |
| dimensions | All |
| effect | All |
| form | All |
| health_concern | All |
| is_water_resistant | All |
| material | All |
| model | All |
| occasion | All |
| origin_location | All |
| product_form | All |
| product_width | All |
| product_length | All |
| product_height | All |
| product_volume | All |
| product_weight | All |
| shape | All |
| sub_brand | All |
| target_area | All |
| material | All |
| color | All |
| age_group | All |
| purchase_logistics | All |
| ingredients | All |
| instructions | All |
| condition | All |
| body_part | Apparel & Accessories |
| fashion_accessory_features | Apparel & Accessories |
| activity | Apparel & Accessories |
| cuff_style | Apparel & Accessories |
| jean_wash | Apparel & Accessories |
| model_height | Apparel & Accessories |
| model_info | Apparel & Accessories |
| occasion | Apparel & Accessories |
| season | Apparel & Accessories |
| fit_type | Apparel & Accessories |
| style | Apparel & Accessories |
| neckline | Apparel |
| activewear_pant_style | Apparel |
| collar_style | Apparel |
| coat_jacket_fit | Apparel |
| coat_jacket_style | Apparel |
| denim_features | Apparel |
| dress_length_style | Apparel |
| pant_length_style | Apparel |
| pant_leg_style | Apparel |
| pants_features | Apparel |
| pattern | Apparel |
| shorts_features | Apparel |
| skirt_style | Apparel |
| sleeve_length_style | Apparel |
| t_shirt_style | Apparel |
| top_length_style | Apparel |
| top_t_shirt_features | Apparel |
| top_t_shirt_style | Apparel |
| heel_height | Apparel |
| heel_height_style | Apparel |
| waist_rise | Apparel |
| fabric_care_instructions | Apparel |
| sleeve_length | Apparel |
| sleeve_style | Apparel |
| dress_style | Apparel |
| hem_style | Apparel |
| inseam | Apparel |
| jeans_style | Apparel |
| pant_closure_style | Apparel |
| pant_fit | Apparel |
| pant_style | Apparel |
| shirt_fit | Apparel |
| shirt_style | Apparel |
| skirt_length | Apparel |
| sweater_style | Apparel |
| shoe_style | Apparel |
| ring_style | Accessories |
| gemstone | Accessories |
| gemstone_scale | Accessories |
| necklace_style | Accessories |
| charm_pendant_style | Accessories |
| watch_band_material | Accessories |
| watch_style | Accessories |
| watch_type | Accessories |
| earring_style | Accessories |
| plating_material | Accessories |
| bracelet_style | Accessories |
| glasses_frame_style | Accessories |
| waist_style | Accessories |
| watch_band_length | Accessories |
| watch_case_diameter | Accessories |
| hair_color_shade | Health & Beautycare |
| hair_type | Health & Beautycare |
| hat_style | Health & Beautycare |
| scent | Health & Beautycare |
| skin_care_concern | Health & Beautycare |
| skin_type | Health & Beautycare |
| spf_value | Health & Beautycare |
| arm_style | Home |
| audio_features | Home |
| bed_type | Home |
| christmas_tree_features | Home |
| clock_features | Home |
| decor_style | Home |
| finish | Home |
| frame_size | Home |
| home_fragrance_features | Home |
| indoor-outdoor_use | Home |
| is_solid_wood | Home |
| light_bulb_type | Home |
| light_bulb_wattage | Home |
| chain_length | Jewelry |
| gemstone_clarity | Jewelry |
| gemstone_creation_method | Jewelry |
| gemstone_cut | Jewelry |
| jewelry_features | Jewelry |
| metal_stamp-purity | Jewelry |
| ring_size | Jewelry |
| boot_shaft_height | Shoes |
| boot_style | Shoes |
| heel_style | Shoes |
| shoe_closure | Shoes |
| toe_style | Shoes |