Unlocking Retail Compliance: How SmarterX Identifies Regulated Products with Precision

Xander Stein
May 23, 2024

Retailers handle a wide variety of products. Most products are not regulated for transportation, storage, or disposal, but some products are subject to additional requirements. Identifying the products that are “in scope” for compliance procedures poses a “needle in the haystack” type of challenge for retailers, with their reputation, profitability, and safety records at stake.

Many retailers use general guidance materials such as a chart in the back of the store to guide employees in identification of “in scope” products. With high employee turnover and complex product assortments, it is easy for improper handling to result. Other retailers use a complex and burdensome product registration system which is incompatible with modern business processes such as third party marketplaces.

SmarterX can automatically identify products that are likely to be regulated, using only the information that was used to sell them.

The main product types that are regulated are:

Battery powered product identification

Products that contain a battery pose a regulatory risk to retailers during disposal; batteries are generally handled under Universal Waste provisions which do not allow disposal in the regular trash. Additionally, lithium ion batteries are subject to dangerous goods transportation requirements. Batteries could cause a fire at the retail location if they are mishandled.

contains_battery = true

SmarterX Data Enrichment automatically found the following blob of product data for a floor clock on the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it is powered by a battery.

{
 "BRAND": "Howard Miller",
 "BULLETS": [
   "Natural walnut finish on solid walnut hardwood, featuring knots, natural edges, and distressing that brings out the rich character of the wood",
   "This contemporary live edge floor clock has metal accents finished in brushed nickel each clock is unique due to the natural characteristics of the solid hardwood"
 ],
 "CATEGORY": "Home Decor > Home Accents > Clocks",
 "DIMENSIONS": {
   "Battery Size": "AA",
   "Height (Inches)": "82.25",
   "Length (Inches)": "14",
   "Size": "Oversized (23-in H and Up)",
   "Weight (lbs.)": "92",
   "Width (Inches)": "23"
 },
 "FEATURES": {
   "Alarm Included": "No",
   "Atomic": "No",
   "Battery Included": "No",
   "Battery Type": "Alkaline",
   "Display Type": "Analog",
   "Frameless": "Yes",
   "Hardware Included": "Yes",
   "Location": "Floor",
   "Material": "Wood",
   "Number Type": "Standard",
   "Number of Batteries Required": "1",
   "Package Contents": "1",
   "Power Source": "Battery-operated",
   "Projection (Inches)": "14",
   "Room Placement": "Floor",
   "Shape": "Rectangle",
   "Style": "Contemporary",
   "Use Location": "Indoor"
 },
 "ID": 406752,
 "MODEL_NUMBER": "611274",
 "NAME": "Howard Miller Floor clock Analog Rectangle Floor Contemporary",
 "PRICE": "3,938",
 "PRODUCT_ID": "1003070394",
 "PRODUCT_TECHNICAL_DETAILS": {
   "Collection Name": "Floor clock",
   "Color/Finish Family": "Brown",
   "Manufacturer Color/Finish": "Natural walnut",
   "Series Name": "Floor clock",
   "Team Name": "N/A",
   "Team/League": "N/A",
   "Type": "Grandfather clock"
 },
 "SKU": "2625446"
}

In seconds, the SmarterX classification rule CONTAINS_BATTERY correctly identifies that a battery may be present in this product when it is returned:

urc1

contains_battery = false

SmarterX found this product data for a kitchen sink on the retailer’s product webpage using the UPC:

{
 "BRAND": "Blanco",
 "BULLETS": [
   "Custom-fitted for BLANCO PRECIS 50/50 Double Bowl Kitchen Sink models #442927, 516319, 516320, 516322, 516323, 517678, 519050, 527401, 527410",
   "Made from durable, corrosion-resistant stainless steel",
   "Rear drain opening for easy access to drain",
   "Non-skid protective feet and side bumpers for added stability and protection",
   "Dishwasher safe",
   "Trusted for over 95 years, BLANCO grids are covered by a One Year Limited Warranty"
 ],
 "CATEGORY": "Kitchen > Kitchen & Bar Sinks > Sink Accessories",
 "DESCRIPTION": "Upgrade your kitchen sink with a BLANCO’s custom-designed grid. Our sink grid is the perfect fit for your BLANCO sink and protects it from cookware, dishes and utensils. This stainless steel basin rack is designed to sit on the bottom of your sink and allows water to drain underneath, so you can rinse dishes without worry. Plus, it doubles as a convenient in-sink drying rack for all your glassware, utensils, and plates. Combine the sink grid with other BLANCO accessories like floating grids, colanders, cutting boards and more to maximize your sink’s functionality.",
 "DIMENSIONS": {
   "Height (Inches)": "1.58",
   "Length (Inches)": "11.88",
   "Width (Inches)": "13.88"
 },
 "FEATURES": {
   "Dishwasher Safe": "Yes",
   "Drain Opening Location": "Back center",
   "Material": "Stainless steel",
   "Package Quantity": "1",
   "Perforated": "No",
   "Protective Bumpers": "Yes",
   "Protective Feet": "Yes",
   "Rust Resistant": "Yes"
 },
 "ID": 269115,
 "IMAGE_URL": "MODEL_NUMBER": "516363",
 "NAME": "Blanco Precis 13.88-in x 11.88-in Back Center Drain Stainless Steel Sink Grid",
 "PRICE": "91",
 "PRODUCT_ID": "5014713469",
 "PRODUCT_TECHNICAL_DETAILS": {
   "Color/Finish Family": "Stainless steel",
   "Manufacturer Color/Finish": "Stainless Steel",
   "Series Name": "Precis",
   "Type": "Sink grid"
 },
 "SKU": "1142978"
}

In seconds, the SmarterX classification rule CONTAINS_BATTERY correctly identifies that the product does not use a battery:

urc2

Formulated product identification

Formulated products contain chemical ingredients, and may pose a variety of risks in a retail setting. Formulated products that are flammable, corrosive, or pressurized could pose a risk to workers and facilities if they are spilled or damaged; they may be subject to dangerous goods transportation requirements. Formulated products are often subject to federal and state hazardous waste regulations that ban them from disposal in the regular trash.

is_formulated = true

SmarterX Data Enrichment automatically found the following blob of product data for a plant food product on the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it is formulated.

{
 "BRAND": "Botanicare",
 "BULLETS": [
   "Specially formulated to produce beneficial results during all phases of plant growth",
   "Provides the necessary nutrients that are critical to the production of aromatic compounds",
   "Delivers magnesium and is a supplemental form of sulfur for plants during the bloom stage of growth",
   "Effective in container gardens and hydroponic systems",
   "As plant cultivation experts, Botanicare® is dedicated to providing superior plant food, expert advice, and support to help growers produce better crops"
 ],
 "CATEGORY": "Lawn & Garden > Plants & Planters > Hydrogardening",
 "DESCRIPTION": "Sweet® Raw is specially formulated to produce beneficial results during all phases of plant growth. This supplement provides the necessary nutrients that are critical to the production of aromatic compounds. It also delivers magnesium and is a supplemental form of sulfur for plants during the bloom stage of growth. Use Sweet® Raw in conjunction with Botanicare® plant nutrients or preferred plant food and nutrient supplements. It is effective in container gardens and hydroponic systems. As plant cultivation experts, Botanicare® is dedicated to providing superior plant food, expert advice, and support to help growers produce better crops.",
 "FEATURES": {
   "Unit of Measure": "Quart(s)",
   "Unit of Measure Quantity": "4"
 },
 "ID": 202072,
 "MODEL_NUMBER": "HGC732298",
 "NAME": "Botanicare Sweet Raw 4-Quart Hydroponic Plant Food",
 "PRICE": "95",
 "PRODUCT_ID": "5014486005",
 "PRODUCT_TECHNICAL_DETAILS": {
   "Series Name": "Sweet Raw",
   "Type": "Hydroponic plant food"
 },
 "SKU": "5398628"
}

In seconds, the SmarterX classification rule FORMULATED_CONTAINING correctly identifies that the product is formulated: “FORMULATED_CONTAINING": true

urc3

SmarterX Data Enrichment automatically found the following blob of product data for a carbon dioxide cartridge on the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it is formulated.

{
 "BRAND": "DiversiTech",
 "BULLETS": [
   "CO2 REFILL CARTRIDGES: Swoosh cartridges deliver 800 psi (1200 max working psi) of oil free air to clear the drain line",
   "DRAIN GUN AMMUNITION: These cartridges are to be used for the Diversitech portable Drain Gun cleaning tool",
   "AIR/NITROGEN TANK ELIMINATION: There is no need for air or nitrogen tanks using these cartridges allowing the drain gun to be portable and maneuverable",
   "SAFE: These cartridges are a perfect alternative to use instead of environmentally unfriendly refrigerant",
   "EASY TO USE: Reloading the cartridges in the drain clog remover gun is a seamless process saving you time"
 ],
 "CATEGORY": "Heating & Cooling > Air Conditioners & Fans > Air Conditioner Parts & Accessories",
 "DESCRIPTION": "This DiversiTech Drain Gun Swoosh Cartridges will save you money, time, and the additional pains that come along with cleaning out A/C condensate lines. The Swoosh CO2 gun cartridges serve as the blaster's ammo to deliver a strong blow to clear out any clogged drains. It uses carbon dioxide which is a much safer choice than using refrigerate to clean the drain lines. By using carbon dioxide cartridges to power the drain gun, the mess caused by water back flushing drain lines is eliminated. The instructions for use are simple - unscrew cup and insert cartridge with narrow end up, screw the cup slowly into the head until the cartridge contacts the puncture pin, quickly and firmly screw the unit together to puncture and seal the cartridge in the same motion, release the red safety catch, and depress the lever to discharge the Swoosh CO2 cartridge. For condensate drains, a quick and full discharge is the best. Say goodbye to wasting money and hours trying to clean and remove clogs from your drains. These powerful cartridges will allow the Drain Gun to become your new best friend.",
 "DIMENSIONS": {
   "Depth (Inches)": "2",
   "Height (Inches)": "4",
   "Width (Inches)": "3"
 },
 "FEATURES": {
   "Current Rating": "0",
   "Type": "Drain gun cartridges",
   "Voltage (Volts)": "0"
 },
 "ID": 349450,
 "MODEL_NUMBER": "GGC-12",
 "NAME": "DiversiTech 3-in W x 4-in H Drain Gun Cartridges",
 "PRICE": "21",
 "PRODUCT_ID": "5001946805",
 "PRODUCT_TECHNICAL_DETAILS": { "Color/Finish Family": "Silver" },
 "SKU": "4090147"
}

In seconds, the SmarterX classification rule FORMULATED_CONTAINING correctly identifies that the product is formulated: “FORMULATED_CONTAINING": true

urc4

is_formulated = false

SmarterX Data Enrichment automatically found the following blob of product data for a metal statue in the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it is formulated.

{
 "BRAND": "Sunnydaze Decor",
 "BULLETS": [
   "This stylish crane statue will stand tall in the entryway or on your deck; It measures 13 in W x 7 in D x 38.25 in H and weighs 2 lbs.",
   "Made from durable iron, this metal art statue features a rustic and colorful design that will complement any outdoor decor.",
   "This metal yard decoration includes two garden stakes to securely anchor it to the ground.",
   "BACKYARD METAL ART: This unique piece of garden decor is a stylish addition to the patio, deck, front porch, or backyard; With its vibrant color and unique design, it's a wonderful accent for a lakefront property.",
   "WORRY-FREE PURCHASING: Sunnydaze Decor backs its products with a 1-year manufacturer's warranty."
 ],
 "CATEGORY": "Lawn & Garden > Garden Decor > Garden Statues & Sculptures > Garden Statues",
 "DESCRIPTION": "Add a touch of style to the deck or patio with Craig the crane. This durable statue is made of iron for a rustic look and features vibrant colors to catch everyone's attention. With orange legs, a white body, and deep blue accents on the feathers, Craig is sure to make an impression anywhere. He stands tall and at attention with his head and beak pointing upward. The iron construction makes this statue rust resistant, strong against rain, wind, and sun, and great for a variety of places indoors and outdoors. Securely anchor this metal art statue using the included ground stakes to allow Craig the crane to resist harsh winds and stand tall. It is lightweight to easily move around any poolside, sunroom, or other landscaping area. This elegant piece of garden decor is a stylish addition to the patio, front porch, deck, or garden, and is sure to complement any existing home aesthetic or decor.",
 "DIMENSIONS": {
   "Depth (Inches)": "7",
   "Height (Inches)": "38.25",
   "Weight (lbs.)": "2",
   "Width (Inches)": "13"
 },
 "FEATURES": {
   "Commercial/Residential": "Residential",
   "Fade Resistant": "No",
   "Material": "Iron",
   "Theme/Design": "N/A",
   "Warranty": "1-year"
 },
 "ID": 471164,
 "MODEL_NUMBER": "XCA-255",
 "NAME": "Sunnydaze Decor 38.25-in H x 13-in W White Garden Statue",
 "PRICE": "54",
 "PRODUCT_ID": "5014650105",
 "PRODUCT_TECHNICAL_DETAILS": {
   "Color/Finish Family": "White",
   "Manufacturer Color/Finish": "White"
 },
 "SKU": "5441417"
}

In seconds, the SmarterX classification rule FORMULATED_CONTAINING correctly identifies that the product is not formulated: “FORMULATED_CONTAINING": false

urc5

Lightbulb identification

Lightbulbs may pose a disposal risk to retailers; certain bulb types meet the definition of hazardous waste under US federal RCRA regulations, and all bulb types are eligible for disposal under the Universal Waste pathway. Retailers who import lightbulbs that contain mercury may be subject to triennial mercury reporting to the US EPA.

is_lightbulb = true

SmarterX Data Enrichment automatically found the following blob of product data for a UV disinfecting bulb in the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it is a lightbulb.

{
 "BRAND": "OdorStop",
 "BULLETS": [
   "8 Inch long, 18 watt, 254NM, high output UVC bulb with a 13,000 hour life",
   "Specifically Designed to be used with OdorStop OS36 and OS36PRO UV Air Treatment Systems",
   "Can also be used for Honeywell and other UV treatment systems that require a UV bulb with a 2G11 base",
   "This bulb cannot be used with OdorStop OS72, OS72PRO, o0r OS144PRO units, it can also be used with all water treatment systems with a 2G11 Base"
 ],
 "CATEGORY": "Lighting & Ceiling Fans > Light Bulbs > Specialty Light Bulbs",
 "DESCRIPTION": "The OSUVB8 is a 8 Inch long, 18 watt, 254NM, high output UVC bulb with a 13,000 hour life. It is designed specifically to be used with OdorStop OS36 and OS36PRO UV Air Treatment Systems. It can also be used for Honeywell and other UV treatment systems that require a UV bulb with a 2G11 base. This bulb cannot be used with OdorStop OS72, OS72PRO, or OS144PRO units.",
 "FEATURES": {
   "Bulb Type": "Halogen",
   "Encircled \"E\" Required on Product or Pkg": "No",
   "Package Quantity": "1",
   "Primary Usage": "Air purifiers",
   "Type": "Specialty",
   "Wattage": "18"
 },
 "ID": 257071,
 "MODEL_NUMBER": "OSUVB8",
 "NAME": "OdorStop Halogen Light Bulb",
 "PRICE": "29",
 "PRODUCT_ID": "5005412601",
 "SKU": "4661938"
}

In seconds, the SmarterX classification rule LIGHTBULB_CONTAINING correctly identifies that the product is a lightbulb: “LIGHTBULB CONTAINING": true

urc6

is_lightbulb = false

SmarterX Data Enrichment automatically found the following blob of product data for a shower arm in the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it is a lightbulb.

{
 "BRAND": "Lexora",
 "BULLETS": [
   "Stainless steel shower arm and trim",
   "Zinc alloy handle",
   "Brass wall connector",
   "cUPC approved",
   "Shower valve, solid brass material, pressure balance valve, with screw stop, three functions, 40mm cartridge, 14-1/2 NPT male thread",
   "8inch stainless steel round shower head, flow rate: 2.5GPM at 80PSI",
   "ABS handheld shower wand with 1.5m hose, ABS shower wand holder, flow rate: 2.5GPM at 80PSI",
   "Metal spout with diverted, NPT 1/2inch female thread, flow rate: 2.4GPM at 20PSI",
   "100% Pressure system tested"
 ],
 "CATEGORY": "Bathroom > Bathroom Faucets & Shower Heads > Shower Systems",
 "DESCRIPTION": "Start and end your day with a luxurious shower. The Lexora Salamonio quality shower kit is equipped with the design and functions you need to enjoy a daily task with one of the best investments you can make for the wellness of your body and mind. Enjoy this work of art on a daily basis in a beautiful matte black finish.",
 "DIMENSIONS": {
   "Actual Depth (Inches)": "9.5",
   "Actual Height (Inches)": "78",
   "Actual Width (Inches)": "7.8",
   "Handheld Shower Head Diameter (Inches)": "4",
   "Hose Length (Inches)": "59",
   "Integrated Adjustable Height Slide Bar": "No",
   "Shower Head Diameter (Inches)": "8",
   "Total Bar/Panel Length (Inches)": "9.5",
   "Total Bar/Panel Width (Inches)": "8",
   "Water Source to Valve Length (Inches)": "9.5"
 },
 "FEATURES": {
   "ADA Compliant": "No",
   "Adjustable Head": "Yes",
   "Antimicrobial": "No",
   "Body Jets Included": "Yes",
   "Commercial/Residential": "Commercial",
   "Control Panel Included": "Yes",
   "Detachable Head": "Yes",
   "Diverter Type": "N/A",
   "Dual Head": "No",
   "Easy-Cleaning Nozzles": "Yes",
   "Handheld Pause/Trickle Control": "No",
   "Handheld Shower Head Material": "Metal",
   "Handle Type": "N/A",
   "High Pressure": "Yes",
   "Hose Material": "Metal",
   "Low Flow": "Yes",
   "Lowe's Exclusive": "No",
   "Max Flow Rate (Handheld)": "2.5 GPM (9.5 LPM)",
   "Max Flow Rate (Showerhead)": "2.5 GPM (9.5 LPM)",
   "Number of Body Spray Jet Patterns": "0",
   "Number of Hand Showers Included": "1",
   "Number of Handheld Spray Patterns": "0",
   "Number of Jets": "1",
   "Number of Shower Head Spray Patterns": "0",
   "Number of Shower Heads Included": "1",
   "Number of Spray Settings": "1",
   "Projection from Wall (Inches)": "9.5",
   "Shower Head Material": "Metal",
   "Shower Head Pause/Trickle Control": "No",
   "Spray Technology": "Rainfall",
   "Steam Feature": "No",
   "Thread Tape Included": "No",
   "Valve Included": "Yes",
   "WaterSense Labeled": "No",
   "Waterfall": "Yes"
 },
 "ID": 468438,
 "MODEL_NUMBER": "LSS11011MB",
 "NAME": "Lexora Salamonio Stainless Steel Waterfall Built-In Shower Faucet System Valve Included",
 "PRICE": "399",
 "PRODUCT_ID": "5001941185",
 "PRODUCT_TECHNICAL_DETAILS": {
   "Collection Name": "Salamonio",
   "Fixture Color Family": "Stainless steel",
   "Fixture Finish": "N/A",
   "Manufacturer Color/Finish": "Stainless Steel",
   "Series Name": "N/A",
   "Type": "Built-in shower system"
 },
 "SKU": "3845890"
}

In seconds, the SmarterX classification rule LIGHTBULB_CONTAINING correctly identifies that the product is not a lightbulb: “LIGHTBULB_CONTAINING": false

Refrigerant gas identification

A variety of products use refrigerant gas to deliver heating or cooling: refrigerators, air conditioners, wine coolers, certain heaters, ice makers, and dehumidifiers. Refrigerant gas represents a hidden risk in the supply chain. Refrigerating machines are regulated for transportation. An accidental release of refrigerant gas poses a serious safety hazard, whether it is non-flammable or flammable.

contains_refrigerant = true

SmarterX Data Enrichment automatically found the following blob of product data for a chest freezer in the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it contains refrigerant.

{
 "BRAND": "Igloo",
 "BULLETS": [
   "SPACIOUS CAPACITY: The 5.0 cu. ft. capacity provides you with the extra storage for all your frozen goods such as meat, pizza, cold drinks, fruits and vegetables and ice cream – making it perfect for homes, basements, garages, RVs and more",
   "QUICK FREEZING SYSTEM: The D-Type Refrigeration tube has more surface area, a larger heat exchange area and a higher efficiency, allowing the freezer to get colder faster than other chest freezers",
   "ADJUSTABLE THERMOSTAT: The adjustable thermostat is easy to access and features a minimum/maximum control dial that allows your temperature to be controlled from -10 to 10 °F",
   "REMOVABLE WIRE BASKET: Convenient hanging coated wire storage basket easily removes and slides for easier organization and helps you keep smaller items readily available so they don’t get lost",
   "BALANCED HINGE-STYLED DOOR: Built-in strong and balanced metal hinges lets you keep the freezer door open at different angles (45-90 degrees), allowing you to work hands-free while preventing the door from dropping",
   "LOW NOISE: High-efficient foam is used to help insulate the interior and lid keeps the noise low, allowing for a super-quiet operation",
   "LED LIGHTS: Features an LED Light located next to the thermostat dial to let you know that your unit is powered on and running",
   "RECESSED HANDLE: Recessed door handles give the freezer a sleek and modern appearance and makes opening and closing the lid easy",
   "GARAGE FRIENDLY: Freezer will continue to run even when the outside temperature is as low as 23 ° F, allowing you to store your freezer in basements and some garages"
 ],
 "CATEGORY": "Appliances > Freezers & Ice Makers > Chest Freezers",
 "DESCRIPTION": "This Igloo 5.0 Cu. Ft. Chest Freezer offers the space to accommodate all your storage needs! Perfect for stocking up on frozen food such as meat, pizza, fruits and vegetables, ice cream, ice and more – this reliable chest freezer has a quick freezing system with a mechanical temperature control that is easily accessible. The convenient and removable storage basket allows you to store the small things you don’t want to get lost!",
 "DIMENSIONS": {
   "Adjustable Height": "No",
   "Depth (Inches)": "21.65",
   "Freezer Capacity (Cu. Feet)": "5",
   "Height (Inches)": "33.46",
   "Width (Inches)": "24.88"
 },
 "FEATURES": {
   "ADA Compliant": "Yes",
   "Appliance Color/Finish": "White",
   "Cabinet Color": "Gray",
   "Child Safety Locks": "No",
   "Defrost Type": "Manual",
   "Door Shelves": "0",
   "Door Style": "Flat",
   "Door Texture": "Smooth",
   "Drain Included": "Yes",
   "Electronic Temperature Control": "Yes",
   "Fast Freeze": "Yes",
   "Freezer Shelves": "0",
   "Handle Color": "White",
   "Handle Type": "Integrated",
   "Ice Maker": "None",
   "Ice Type": "N/A",
   "Interior Lighting": "None",
   "Lowe's Exclusive": "No",
   "Magnetic Door Seal": "No",
   "Manufacturer Color/Finish": "White",
   "Power On Indicator Light": "Yes",
   "Removable Bin/Basket(s)": "1",
   "Reversible Door": "No",
   "Security Lock": "No",
   "Series Name": "N/A",
   "Sub-Brand": "N/A",
   "Temperature Alarm": "No"
 },
 "ID": 16281,
 "MODEL_NUMBER": "ICFMD50WH",
 "NAME": "Igloo 5-cu ft Manual Defrost Chest Freezer (White) ENERGY STAR",
 "PRICE": "299",
 "PRODUCT_ID": "5000886431",
 "SKU": "3350981"
}

In seconds, the SmarterX classification rule CONTAINS_REFRIGERANT correctly identifies that the product contains refrigerant: “CONTAINS_REFRIGERANT": true

urc7

contains_refrigerant = false

SmarterX Data Enrichment automatically found the following blob of product data for a shower arm in the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it contains refrigerant.

{
 "BRAND": "Lexora",
 "BULLETS": [
   "Stainless steel shower arm and trim",
   "Zinc alloy handle",
   "Brass wall connector",
   "cUPC approved",
   "Shower valve, solid brass material, pressure balance valve, with screw stop, three functions, 40mm cartridge, 14-1/2 NPT male thread",
   "8inch stainless steel round shower head, flow rate: 2.5GPM at 80PSI",
   "ABS handheld shower wand with 1.5m hose, ABS shower wand holder, flow rate: 2.5GPM at 80PSI",
   "Metal spout with diverted, NPT 1/2inch female thread, flow rate: 2.4GPM at 20PSI",
   "100% Pressure system tested"
 ],
 "CATEGORY": "Bathroom > Bathroom Faucets & Shower Heads > Shower Systems",
 "DESCRIPTION": "Start and end your day with a luxurious shower. The Lexora Salamonio quality shower kit is equipped with the design and functions you need to enjoy a daily task with one of the best investments you can make for the wellness of your body and mind. Enjoy this work of art on a daily basis in a beautiful matte black finish.",
 "DIMENSIONS": {
   "Actual Depth (Inches)": "9.5",
   "Actual Height (Inches)": "78",
   "Actual Width (Inches)": "7.8",
   "Handheld Shower Head Diameter (Inches)": "4",
   "Hose Length (Inches)": "59",
   "Integrated Adjustable Height Slide Bar": "No",
   "Shower Head Diameter (Inches)": "8",
   "Total Bar/Panel Length (Inches)": "9.5",
   "Total Bar/Panel Width (Inches)": "8",
   "Water Source to Valve Length (Inches)": "9.5"
 },
 "FEATURES": {
   "ADA Compliant": "No",
   "Adjustable Head": "Yes",
   "Antimicrobial": "No",
   "Body Jets Included": "Yes",
   "Commercial/Residential": "Commercial",
   "Control Panel Included": "Yes",
   "Detachable Head": "Yes",
   "Diverter Type": "N/A",
   "Dual Head": "No",
   "Easy-Cleaning Nozzles": "Yes",
   "Handheld Pause/Trickle Control": "No",
   "Handheld Shower Head Material": "Metal",
   "Handle Type": "N/A",
   "High Pressure": "Yes",
   "Hose Material": "Metal",
   "Low Flow": "Yes",
   "Lowe's Exclusive": "No",
   "Max Flow Rate (Handheld)": "2.5 GPM (9.5 LPM)",
   "Max Flow Rate (Showerhead)": "2.5 GPM (9.5 LPM)",
   "Number of Body Spray Jet Patterns": "0",
   "Number of Hand Showers Included": "1",
   "Number of Handheld Spray Patterns": "0",
   "Number of Jets": "1",
   "Number of Shower Head Spray Patterns": "0",
   "Number of Shower Heads Included": "1",
   "Number of Spray Settings": "1",
   "Projection from Wall (Inches)": "9.5",
   "Shower Head Material": "Metal",
   "Shower Head Pause/Trickle Control": "No",
   "Spray Technology": "Rainfall",
   "Steam Feature": "No",
   "Thread Tape Included": "No",
   "Valve Included": "Yes",
   "WaterSense Labeled": "No",
   "Waterfall": "Yes"
 },
 "ID": 468438,
 "MODEL_NUMBER": "LSS11011MB",
 "NAME": "Lexora Salamonio Stainless Steel Waterfall Built-In Shower Faucet System Valve Included",
 "PRICE": "399",
 "PRODUCT_ID": "5001941185",
 "PRODUCT_TECHNICAL_DETAILS": {
   "Collection Name": "Salamonio",
   "Fixture Color Family": "Stainless steel",
   "Fixture Finish": "N/A",
   "Manufacturer Color/Finish": "Stainless Steel",
   "Series Name": "N/A",
   "Type": "Built-in shower system"
 },
 "SKU": "3845890"
}

In seconds, the SmarterX classification rule CONTAINS_REFRIGERANT correctly identifies that the product does not contain refrigerant: “CONTAINS_REFRIGERANT": false

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contains_refrigerant = false tricky example

SmarterX Data Enrichment automatically found the following blob of product data for a thermoelectric mini fridge in the retailer’s product webpage using the UPC. This is data that the retailer already had gathered to sell the product; SmarterX can use it to determine whether it contains refrigerant.

{
 "BRAND": "Cooluli",
 "BULLETS": [
   "CONVENIENT + LIGHTWEIGHT: The Cooluli Classic 10-liter thermoelectric cooler/warmer mini fridge sports a clean, matte finish and a modern profile that’s perfectly portable",
   "EASILY SHIFT FROM COOLING TO WARMING: The simple flip of a switch gets your Classic-10L to go from cooling to warming easily",
   "MULTIPLE FUNCTIONS + USES: The Classic 10-L is ultra-versatile. Use it anywhere to store food, drinks, beer, snacks, breast milk, insulin, skincare, and medications",
   "ADVANCED TECHNOLOGY: The unique semiconductor operation is ultra-quiet",
   "COOLULI CUSTOMER SERVICE + WARRANTY: All Cooluli products are supported by exceptional customer support and a 1-year limited warranty. Please refer to the Instruction Manual before use"
 ],
 "CATEGORY": "Appliances > Refrigerators > Mini Fridges",
 "DESCRIPTION": "The Cooluli Classic 10-liter Thermoelectric Cooler/Warmer Mini Fridge is durable, efficient, and stylishly compact. The Classic 10-L features upgraded foam for better insulation and goes from cooling to warming with one quick switch. It’s perfect anywhere you need to store food, snacks, drinks, breast milk, insulin, skincare and beauty products, medications, and other essentials.\\NThe Classic’s handy, lightweight profile has a roomy 10-liter capacity and the molded inset handles on each side make carrying it a breeze. Fits up to twelve 12-oz. soda/beer/drink cans or sixteen 20-oz. bottles! The Classic-10L mini refrigerator is perfect in your home, countertop, business/office, dorm, hotel room, car/motor vehicle, or on your next road trip or tailgate party!\\NExclusive EcoMax Technology features a unique semiconductor operation that prevents frost, is quiet, energy efficient, and cost-effective—when maximum efficiency is reached, the Classic goes into ECOmode—saving you money! It’s 100% environmentally friendly and uses no refrigerants or Freons. The Classic-10L features a one-year limited warranty and Cooluli’s unparalleled customer service.",
 "DIMENSIONS": {
   "Depth (Including Handles) (Inches)": "11.6",
   "Weight (lbs.)": "7.8"
 },
 "FEATURES": {
   "ADA Compliant": "No",
   "Adjustable Legs": "No",
   "Appliance Color/Finish": "White",
   "Cabinet Color": "White",
   "Door Material": "Plastic",
   "Door Shelves": "1",
   "Door Style": "Single door",
   "Door Swing": "Right-hand",
   "Door Texture": "Smooth",
   "Electronic Temperature Control": "No",
   "Fingerprint-Resistant": "Yes",
   "Flat-Back Design": "Yes",
   "For Use with Cosmetics": "Yes",
   "For Use with Medical Supplies": "Yes",
   "For Use with Skin Care": "Yes",
   "Frost-Free": "No",
   "Handle Color": "N/A",
   "Handle Type": "Integrated",
   "Hidden Hinge": "Yes",
   "Installation Type": "Freestanding",
   "Interior Lighting": "No",
   "Lowe's Exclusive": "No",
   "Manufacturer Color/Finish": "White",
   "Material": "Aluminum/Plastic",
   "Pattern": "Solid",
   "Portable": "Yes",
   "Power Source": "Plug-in",
   "See-Thru Door": "No",
   "Series Name": "Classic",
   "Style": "Retro",
   "Sub-Brand": "N/A",
   "Temperature Control": "Yes",
   "Toe Grille Color": "N/A",
   "Type": "Cosmetic refrigerator",
   "Warming Mode": "Yes"
 },
 "ID": 20853,
 "MODEL_NUMBER": "CL10L2W",
 "NAME": "Cooluli Classic Freestanding Mini Fridge (White)",
 "PRICE": "88",
 "PRODUCT_ID": "1002099098",
 "SKU": "1932899"
}

In seconds, the SmarterX classification rule CONTAINS_REFRIGERANT correctly identifies that the product does not contain refrigerant: “CONTAINS_REFRIGERANT": false

This result is an example of where AI really shines - a human analyst may not be familiar with Peltier cooling technology, which uses semiconductors instead of traditional coolant-based heat pump technology. So a human analyst would look briefly at the category and incorrectly conclude that this product contains coolant. However, it factually does not. The model reads all the inputs every time, so it does not miss examples like this. It even provides its reasoning: "REFRIGERANT_CONTAINING_EXPLANATION": "The product description specifies that the Cooluli Classic 10-liter Thermoelectric Cooler/Warmer Mini Fridge uses semiconductor operation and explicitly states that it uses no refrigerants or Freons."

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