Attribute Extraction - Supported Attributes

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_nameattribute_category
product_categoryAll
capacityAll
concernAll
dimensionsAll
effectAll
formAll
health_concernAll
is_water_resistantAll
materialAll
modelAll
occasionAll
origin_locationAll
product_formAll
product_widthAll
product_lengthAll
product_heightAll
product_volumeAll
product_weightAll
shapeAll
sub_brandAll
target_areaAll
materialAll
colorAll
age_groupAll
purchase_logisticsAll
ingredientsAll
instructionsAll
conditionAll
body_partApparel & Accessories
fashion_accessory_featuresApparel & Accessories
activityApparel & Accessories
cuff_styleApparel & Accessories
jean_washApparel & Accessories
model_heightApparel & Accessories
model_infoApparel & Accessories
occasionApparel & Accessories
seasonApparel & Accessories
fit_typeApparel & Accessories
styleApparel & Accessories
necklineApparel
activewear_pant_styleApparel
collar_styleApparel
coat_jacket_fitApparel
coat_jacket_styleApparel
denim_featuresApparel
dress_length_styleApparel
pant_length_styleApparel
pant_leg_styleApparel
pants_featuresApparel
patternApparel
shorts_featuresApparel
skirt_styleApparel
sleeve_length_styleApparel
t_shirt_styleApparel
top_length_styleApparel
top_t_shirt_featuresApparel
top_t_shirt_styleApparel
heel_heightApparel
heel_height_styleApparel
waist_riseApparel
fabric_care_instructionsApparel
sleeve_lengthApparel
sleeve_styleApparel
dress_styleApparel
hem_styleApparel
inseamApparel
jeans_styleApparel
pant_closure_styleApparel
pant_fitApparel
pant_styleApparel
shirt_fitApparel
shirt_styleApparel
skirt_lengthApparel
sweater_styleApparel
shoe_styleApparel
ring_styleAccessories
gemstoneAccessories
gemstone_scaleAccessories
necklace_styleAccessories
charm_pendant_styleAccessories
watch_band_materialAccessories
watch_styleAccessories
watch_typeAccessories
earring_styleAccessories
plating_materialAccessories
bracelet_styleAccessories
glasses_frame_styleAccessories
waist_styleAccessories
watch_band_lengthAccessories
watch_case_diameterAccessories
hair_color_shadeHealth & Beautycare
hair_typeHealth & Beautycare
hat_styleHealth & Beautycare
scentHealth & Beautycare
skin_care_concernHealth & Beautycare
skin_typeHealth & Beautycare
spf_valueHealth & Beautycare
arm_styleHome
audio_featuresHome
bed_typeHome
christmas_tree_featuresHome
clock_featuresHome
decor_styleHome
finishHome
frame_sizeHome
home_fragrance_featuresHome
indoor-outdoor_useHome
is_solid_woodHome
light_bulb_typeHome
light_bulb_wattageHome
chain_lengthJewelry
gemstone_clarityJewelry
gemstone_creation_methodJewelry
gemstone_cutJewelry
jewelry_featuresJewelry
metal_stamp-purityJewelry
ring_sizeJewelry
boot_shaft_heightShoes
boot_styleShoes
heel_styleShoes
shoe_closureShoes
toe_styleShoes