README.MD V1.0

💫 Welcome to Walmart Scraper

A polite, well‑behaved scraper that pretends to be human and absolutely does not scrape at 3,000 requests per second.

🛒 About Walmart.com

Walmart Inc.[a] is an American multinational retail corporation that operates a chain of hypermarkets (also called supercenters), discount department stores, and grocery stores in the United States and 23 other countries. It is headquartered in Bentonville, Arkansas.[7] The company was founded in 1962 by brothers Sam Walton and James "Bud" Walton in nearby Rogers, Arkansas.[8] It also owns and operates Sam's Club retail warehouses.[9][10]

🛒 About This Actor

💫 All-in-One scraper for Walmart.com

This Apify Actor scrapes product data from Walmart.com while trying very hard not to look like a robot. It scrolls, waits, retries politely, and occasionally questions its own existence — just like a real human shopper.

✨ Features (a.k.a. things it brags about)

• 🧍 Pretends to be human (very convincingly)
• 🐢 Moves slowly enough to look innocent
• 🛡️ Anti‑bot aware (Cloudflare might still side‑eye it)
• 🔁 Retries politely, not aggressively
• 🧠 Knows when to stop (unlike some scrapers)
• 🧹 Deduplicates better than Excel
• 📦 One product = one PPE (no funny business)
• 💸 Cheaper than manual copy‑paste

📊 What data do you get?

Depending on the page and Walmart’s mood:

• Product name
• Price (rollback-friendly)
• Availability / stock
• Rating & review count
• Seller info
• Product URL
• Image URLs
• Category breadcrumbs

⚠️ Some fields may disappear if Walmart decides today is "no data for you" day.

⚙️ Input

You tell the Actor what to scrape. It listens. Mostly.

Typical inputs include:

• Product URLs
• Category URLs
• Search queries
• Max items (so it doesn’t go on forever)

💰 Pricing (PPE)

• Pay Per Event: 1 product = 1 event
• Optimized for sanity and wallets
• Fails do not charge PPE (because that would be rude)

🧠 How it behaves

• Respects delays
• Uses realistic headers
• Rotates fingerprints
• Avoids suspicious patterns

In short: It tries not to get Walmart angry.

🚫 What this Actor is NOT

• ❌ A DDoS tool
• ❌ A magic bypass for everything
• ❌ Faster than the speed of light
• ❌ Responsible for Walmart changing their frontend tomorrow

🧯 Common issues

Q: It stopped early
A: Walmart noticed. The Actor backed off politely.

Q: Some products missing
A: Walmart hides things. We respect boundaries.

Q: Can you scrape everything forever?
A: Even humans need breaks.

🛒 Output Sample

Product Info

{
    "aaiaBrandId": null,
    "abstractProductId": "3WA7KDW0W102",
    "addOnServices": null,
    "additionalOfferCount": 4,
    "annualEvent": null,
    "arExperience": [
        {
            "name": "Augmented Reality Experiences",
            "values": [
                "{\"ar_eligible\":\"true\",\"ar_enabled\":\"false\",\"ar_experiencetype_info\":{\"version\":\"2.0\",\"platforms\":{}},\"requestId\":\"3375b6a5-3512-4ba1-8a1f-06918d52ed80\",\"offerings\":{\"enriched_media\":{\"id\":\"23f2470a-bc47-43ed-b0ba-92f867eb8901\",\"enabled\":true}}}"
            ]
        }
    ],
    "associatedBundleId": null,
    "availabilityInNearbyStore": null,
    "availabilityStatus": "IN_STOCK",
    "availabilityStatusV2": {
        "display": "In stock",
        "value": "IN_STOCK"
    },
    "availableFulfillmentOptions": [
        "SCHEDULED_PICKUP",
        "UNSCHEDULED_PICKUP",
        "SCHEDULED_DELIVERY"
    ],
    "averageRating": 4.7,
    "badges": {
        "flags": [
            {
                "id": "L1200",
                "key": "CUSTOMER_PICK",
                "query": "indomie noodles",
                "rank": 1,
                "styleId": "PRIMARY_BLUE_BOLD",
                "text": "Popular pick",
                "type": "LABEL"
            }
        ],
        "groups": [
            {
                "members": [
                    {
                        "actionId": null,
                        "badgeContent": null,
                        "iconId": null,
                        "id": "L1033",
                        "key": "SNAP_ELIGIBLE",
                        "memberType": "badge",
                        "rank": 1,
                        "slaDate": null,
                        "slaDateISO": null,
                        "slaText": null,
                        "styleId": "EBT_STYLE",
                        "text": "SNAP eligible",
                        "type": "ICON"
                    }
                ],
                "name": "benefits"
            }
        ],
        "groupsV2": [
            {
                "flow": "HORIZONTAL",
                "members": [
                    {
                        "content": [
                            {
                                "actionId": null,
                                "contDesc": null,
                                "fbStyleId": null,
                                "styleId": "WHITE_BOLD",
                                "type": "TEXT",
                                "url": null,
                                "value": "Popular pick"
                            }
                        ],
                        "fbMemStyleId": null,
                        "memId": "L1200",
                        "memStyleId": "PRIMARY_PRUSSIANBLUE_MR4",
                        "memType": "badge"
                    }
                ],
                "name": "flags",
                "pos": "ItemPageBadgeModule2"
            }
        ],
        "labels": null,
        "tags": []
    },
    "blitzItem": null,
    "brand": "Indomie",
    "brandUrl": "/search?q=Indomie&facet=brand:Indomie",
    "buyBoxSuppression": false,
    "buyNowEligible": false,
    "canAddToList": true,
    "catalogSellerId": 0,
    "category": {
        "categoryPathId": "0:976759:976794:5403011:9712965",
        "path": [
            {
                "name": "Food",
                "url": "/cp/food/976759"
            },
            {
                "name": "Pantry",
                "url": "/cp/pantry/976794"
            },
            {
                "name": "Pasta & pizza",
                "url": "/cp/pasta-pizza/5403011"
            },
            {
                "name": "Dry pasta",
                "url": "/cp/dry-pasta/9712965"
            }
        ]
    },
    "checkAvailabilityGlobalDFS": false,
    "checkStoreAvailabilityATC": false,
    "chokingHazards": null,
    "claimRate": null,
    "classId": "1",
    "classType": "VARIANT",
    "collectibles": null,
    "conditionOffers": [
        {
            "availabilityStatus": {
                "display": "In stock",
                "value": "IN_STOCK"
            },
            "condition": {
                "code": 1,
                "groupCode": 1,
                "groupText": "New",
                "text": "New"
            },
            "moreConditions": null,
            "offerId": "3E4D8DD7D07D41F9A894A12A6D2150D4",
            "price": {
                "price": 3.98,
                "priceString": "$3.98"
            },
            "topBoostedOffer": null
        }
    ],
    "conditionType": "New",
    "conditionV2": {
        "code": 1,
        "groupCode": 1
    },
    "directions": [
        {
            "name": "Instructions",
            "value": "Microwave: Instruction or Alternatively: Cook in the microwave: Cook noodles in 400 ml water for 5 minutes in a microwave (850 W) on HIGH mode. Boil: 1. Boil noodles in briskly boiling water (400 ml) and simmer for 3 minutes. 2. Mix all seasoning sachets (according to taste) on a plate while noodles are being cooked. 3. Remove noodles from water and drain well. 4. Add noodles to the seasonings, and mix well. Your delicious noodles are ready to serve."
        }
    ],
    "discounts": {
        "discountMetaData": [
            {
                "comparisonPrice": {
                    "price": null,
                    "priceString": null
                },
                "id": "wplus_subscription",
                "price": {
                    "price": null,
                    "priceDisplay": "Now est. $NaN",
                    "priceString": null
                },
                "savings": {
                    "amount": null,
                    "percent": null,
                    "priceString": "$NaN"
                },
                "type": "wplus_subscription",
                "unitPrice": {
                    "price": null,
                    "priceString": null
                },
                "unitPriceDisplayCondition": null
            }
        ],
        "discountedValue": null
    },
    "displayOfferLevelImage": false,
    "drugGuide": null,
    "eGiftCard": null,
    "earlyAccessEvent": false,
    "ebooks": null,
    "esrbRating": null,
    "eventAttributes": {
        "priceFlip": false,
        "specialBuy": false
    },
    "experienceType": null,
    "externalInfo": null,
    "flowerDeliveryInfo": [],
    "fsaEligibleInd": false,
    "fulfillmentBadge": null,
    "fulfillmentLabel": [
        {
            "addressEligibility": false,
            "checkStoreAvailability": null,
            "deliveryDate": null,
            "fulfillmentMethod": "PICKUP",
            "fulfillmentText": "today",
            "fulfillmentType": "STORE",
            "locationText": "Sacramento Supercenter",
            "message": "Pickup, today at Sacramento Supercenter",
            "postalCode": null,
            "shippingText": "Pickup",
            "sla": null,
            "wPlusFulfillmentText": null
        },
        {
            "addressEligibility": true,
            "checkStoreAvailability": null,
            "deliveryDate": null,
            "fulfillmentMethod": "DELIVERY",
            "fulfillmentText": null,
            "fulfillmentType": "STORE",
            "locationText": null,
            "message": "Delivery from store",
            "postalCode": null,
            "shippingText": "Delivery from store",
            "sla": null,
            "wPlusFulfillmentText": null
        }
    ],
    "fulfillmentOptions": [
        {
            "availabilityStatus": "NOT_AVAILABLE",
            "availabilityType": "CURRENT",
            "availableQuantity": null,
            "intent": true,
            "inventoryStatus": null,
            "isLowInStock": null,
            "locationText": "Sacramento, 95829",
            "maxOrderQuantity": null,
            "orderLimit": null,
            "restricted": null,
            "selected": false,
            "speedDetails": null,
            "subscriptionSubmessage": "NONE",
            "type": "SHIPPING",
            "viewOnly": false
        },
        {
            "availabilityStatus": "IN_STOCK",
            "availableQuantity": null,
            "checkStoreAvailability": false,
            "intent": false,
            "inventoryStatus": null,
            "isLowInStock": false,
            "locationAddress": null,
            "locationText": "Sacramento Supercenter",
            "maxOrderQuantity": 12,
            "orderLimit": 12,
            "productLocation": [
                {
                    "displayValue": "A10"
                }
            ],
            "selected": true,
            "speedDetails": {
                "deliveryDate": null,
                "deliveryDateISOWithTimeOffset": null,
                "earliestSlot": null,
                "expressType": null,
                "freeFulfillment": false,
                "fulfillmentBadge": "Today",
                "fulfillmentPrice": null,
                "hasFastDeliveryOptions": false,
                "isExpress": null,
                "maxDeliveryDate": "2025-12-14T13:20:13.280-08:00",
                "maxDeliveryDateISOWithTimeOffset": null,
                "minSlaInMins": null,
                "slaDayEnum": "TODAY",
                "slaInMins": null,
                "storeDeliveryDate": "2025-12-14T13:20:13.280-08:00",
                "storeTimezone": "America/Los_Angeles",
                "wPlusEligible": false
            },
            "storeName": null,
            "subscriptionSubmessage": "NONE",
            "type": "PICKUP",
            "viewOnly": false
        },
        {
            "availabilityStatus": "IN_STOCK",
            "availableQuantity": null,
            "deliveryTier": null,
            "droneEligible": false,
            "intent": false,
            "isLowInStock": false,
            "locationText": "Sacramento, 95829",
            "maxOrderQuantity": 12,
            "orderLimit": 12,
            "restricted": false,
            "selected": false,
            "speedDetails": {
                "deliveryDate": null,
                "deliveryDateISOWithTimeOffset": null,
                "expressType": null,
                "freeFulfillment": false,
                "fulfillmentBadge": "Today",
                "fulfillmentPrice": {
                    "price": 7.95,
                    "priceString": null
                },
                "hasFastDeliveryOptions": false,
                "isExpress": true,
                "maxDeliveryDate": null,
                "maxDeliveryDateISOWithTimeOffset": null,
                "minSlaInMins": null,
                "slaDayEnum": "TODAY",
                "slaInMins": null,
                "storeDeliveryDate": "2025-12-14T14:00:00.000-08:00",
                "storeTimezone": "US/Pacific",
                "wPlusEligible": false
            },
            "subscriptionSubmessage": "NONE",
            "type": "DELIVERY",
            "viewOnly": false
        }
    ],
    "fulfillmentSummary": [
        {
            "calculatedSlaDays": 0,
            "deliveryDate": "2025-12-14T21:20:13.280Z",
            "fulfillment": "PICKUP",
            "fulfillmentBadge": null,
            "fulfillmentMethods": [
                "UNSCHEDULED",
                "SCHEDULED"
            ],
            "fulfillmentPrice": null,
            "isExpress": null,
            "isFreeForWPlus": null,
            "maxDeliveryDate": "2025-12-14T21:20:13.280Z",
            "outOfCountryEligible": null,
            "regularSla": null,
            "sla": {
                "measurementValue": 0,
                "rank": null,
                "unitOfMeasure": "DAY"
            },
            "storeDeliveryDate": "2025-12-14T13:20:13.280-08:00",
            "storeId": "3081",
            "storeMaxDeliveryDate": "2025-12-14T13:20:13.280-08:00",
            "storeTimezone": "America/Los_Angeles"
        },
        {
            "calculatedSlaDays": 0,
            "deliveryDate": null,
            "fulfillment": "DELIVERY",
            "fulfillmentBadge": null,
            "fulfillmentMethods": [
                "SCHEDULED"
            ],
            "fulfillmentPrice": null,
            "isExpress": true,
            "isFreeForWPlus": null,
            "maxDeliveryDate": null,
            "outOfCountryEligible": null,
            "regularSla": {
                "deliveryDate": "2025-12-14T22:00:00.000Z",
                "fulfillmentBadge": null,
                "maxDeliveryDate": "2025-12-15T00:00:00.000Z",
                "storeDeliveryDate": null,
                "storeMaxDeliveryDate": null
            },
            "sla": {
                "measurementValue": 0,
                "rank": null,
                "unitOfMeasure": "DAY"
            },
            "storeDeliveryDate": "2025-12-14T14:00:00.000-08:00",
            "storeId": "3081",
            "storeMaxDeliveryDate": "2025-12-14T16:00:00.000-08:00",
            "storeTimezone": "America/Los_Angeles"
        }
    ],
    "fulfillmentTitle": "title_store_delivery_curbside_pickup",
    "fulfillmentType": "STORE",
    "fulfillmentTypeClassification": null,
    "genAiDetails": {
        "genAiDescriptionBullet": null
    },
    "gender": null,
    "giftingEligibility": false,
    "gradingLabel": "New",
    "gradingTypeCode": null,
    "groupMetaData": null,
    "hasCarePlans": false,
    "hasHomeServices": null,
    "hasMarketingDescription": false,
    "hasSellerBadge": null,
    "hideAtcForServices": false,
    "id": "25NUTLHEG8U7",
    "imageInfo": {
        "allImages": [
            {
                "id": "D1DF903A0C3F44579541E8DB76058B82",
                "url": "https://i5.walmartimages.com/seo/Indomie-Halal-Certified-Original-Flavor-Mi-Goreng-Instant-Stir-Fry-Noodles-15-oz-5-Pack-Bag_5b36a7c5-dcb8-4471-8126-f8d9994e27e6.9cd9316aff157b0426c456464ebc7572.jpeg",
                "zoomable": true
            },
            {
                "id": "70FCEB0970A247EBB3CBA415BE42C3A8",
                "url": "https://i5.walmartimages.com/asr/ce52b05a-f184-4112-87e2-980f550eaf0d.1f8d0af502166d08985223878f2aa509.jpeg",
                "zoomable": true
            },
            {
                "id": "09C864C2F4EF4CD094BAC1A8B2D36267",
                "url": "https://i5.walmartimages.com/asr/39b44636-6ec2-4527-a4af-46834462cb35.01d5e9da5cf6b66ce0ed3069b2bcbf1e.jpeg",
                "zoomable": true
            },
            {
                "id": "E0C13DE180C545FEBD0905CE0B1DA6DB",
                "url": "https://i5.walmartimages.com/asr/1c7c6a9a-236a-41b2-9c02-e1a21fc2038d.6f0ce475eeebfa5ac7d4ed471163dc40.jpeg",
                "zoomable": true
            },
            {
                "id": "C99A493A7E99493697DB0626B90A924A",
                "url": "https://i5.walmartimages.com/asr/b3c500fd-9322-45e2-87c4-1fca60ba906e.13ef665e42cb36bdb6470e1433a050e1.jpeg",
                "zoomable": true
            },
            {
                "id": "A04C3B0E815947DF81CC430439905858",
                "url": "https://i5.walmartimages.com/asr/2b845a5d-5b1e-46c2-987b-9323ac0a16b5.1a06888115150fa1c0fe1af91a40b05e.jpeg",
                "zoomable": true
            }
        ],
        "thumbnailAspectRatio": "3117:2200",
        "thumbnailUrl": "https://i5.walmartimages.com/seo/Indomie-Halal-Certified-Original-Flavor-Mi-Goreng-Instant-Stir-Fry-Noodles-15-oz-5-Pack-Bag_5b36a7c5-dcb8-4471-8126-f8d9994e27e6.9cd9316aff157b0426c456464ebc7572.jpeg"
    },
    "indications": null,
    "ingredients": {
        "activeIngredientName": null,
        "activeIngredients": null,
        "inactiveIngredients": null,
        "ingredients": {
            "name": "Ingredients",
            "value": "Noodles: Wheat Flour (62%), Refined Palm Oi (Contains TBHQ), Salt, Sodium Tripolyposphate, Potassium Carbonate, Sodium Carbonate, Guar Gum, Riboflavin, Seasoning Powder: Salt, Sugar, Monosodium Glutamate, Disodium Inosinate, Disodium Guanylate, Garlic, Artificial Chicken Flavour (Soybean), Onion, White Pepper, Seasoning Oil: Refined Palm Oil (Contains TBHQ), Shallot, Sweet Soy Sauce: Sugar, Water, Wheat, Soybean, Salt, Spices Vegetable Oil, Chili Sauce: Chili, Water, Sugar, Tapioca Starch, Acetic Acid, Citric Acid, Herbs, Monosodium Glutamate, Disodium Inosinate, Disodium Guanylate, Flavours, Sodium Benzoate & Sodium Metabisulphite (Preservatives), Fried Shallot."
        }
    },
    "interactiveProductVideo": null,
    "ironbankCategory": "Food & Beverage",
    "isBYOD": false,
    "isCollection": false,
    "isEarlyAccessItem": false,
    "isFreeWarranty": false,
    "isGetItNowEligible": false,
    "isLMPAlcoholItem": false,
    "isLMPAlcoholSeller": false,
    "isPartOfLowReturnRateTest": false,
    "isPreowned": false,
    "isReplenishable": true,
    "isWplusMember": false,
    "itemType": null,
    "itemTypeV2": "UNKNOWN",
    "langUrls": null,
    "legalRestriction": false,
    "lmpEligible": false,
    "location": {
        "addressId": null,
        "city": "Sacramento",
        "intent": "SHIPPING",
        "mpPickupLocation": null,
        "pickupLocation": {
            "accessPointId": null,
            "accessType": null,
            "storeId": "3081"
        },
        "postalCode": "95829",
        "stateOrProvinceCode": "CA",
        "storeIds": [
            "3081"
        ]
    },
    "longDescription": "<ul>  <li>Authentic Flavor: Delivers traditional Indonesian stir fry noodle taste with a blend of savory spices.</li>  <li>Quick and Convenient: Ready to eat in minutes, perfect for quick meals or snacks.</li>  <li>Great Value: The 5-pack offers affordability and convenience for multiple meals or sharing.</li> </ul>",
    "manufacturerProductId": "14866",
    "maxRewardAmongAllVariants": null,
    "memberLimit": null,
    "mhmdFlag": false,
    "model": null,
    "motorOilType": null,
    "mpaaRating": null,
    "name": "Indomie Halal-Certified, Original Flavor Mi Goreng Instant Stir Fry Noodles, 15 oz, 5 Pack Bag",
    "newConditionProductId": null,
    "numberOfReviews": 688,
    "offerId": "3E4D8DD7D07D41F9A894A12A6D2150D4",
    "offerType": "ONLINE_AND_STORE",
    "orderLimit": 12,
    "orderMinLimit": 1,
    "ozarkAttributes": {
        "exactAddress": false,
        "shippingPromise": null
    },
    "pac": null,
    "personalizable": false,
    "petRx": {
        "eligible": false,
        "singleDispense": null
    },
    "petRxEligible": null,
    "pickupOption": {
        "accessTypes": [
            "PICKUP_CURBSIDE"
        ],
        "availabilityStatus": "AVAILABLE",
        "slaTier": null,
        "storeId": null,
        "storeName": null
    },
    "preOrder": {
        "isPreOrder": false,
        "releaseDate": null
    },
    "preownedCondition": "New",
    "priceInfo": {
        "additionalFees": {
            "countryName": null,
            "dutyFee": {
                "price": null,
                "priceString": null
            },
            "estimatedTotalPrice": {
                "price": null,
                "priceString": null
            },
            "giftCardMarginAndFee": null,
            "shippingAndImportFee": {
                "price": null,
                "priceString": null
            }
        },
        "basePrice": null,
        "capType": null,
        "comparisonPrice": null,
        "currentPrice": {
            "bestValue": null,
            "currencyUnit": "USD",
            "price": 3.98,
            "priceDisplay": "$3.98",
            "priceString": "$3.98",
            "supportText": null,
            "variantPriceString": "$3.98"
        },
        "dropPrice": false,
        "isPriceReduced": false,
        "listPrice": null,
        "priceDisplayCodes": {
            "clearance": null,
            "eligibleForAssociateDiscount": true,
            "finalCostByWeight": null,
            "isB2BPrice": false,
            "priceDisplayCondition": null,
            "priceDisplayType": "UNKNOWN",
            "pricePerUnitUom": "OZ",
            "reducedPrice": null,
            "rollback": null,
            "submapType": null
        },
        "priceRange": {
            "currencyUnit": null,
            "denominations": null,
            "maxPrice": null,
            "minPrice": null,
            "priceString": null
        },
        "priceReducedDisplay": null,
        "savings": null,
        "savingsAmount": null,
        "secondaryOfferBoost": null,
        "shipPrice": null,
        "subscriptionPrice": null,
        "unitPrice": {
            "bestValue": null,
            "currencyUnit": "USD",
            "price": 0.265,
            "priceString": "26.5 ¢/oz",
            "supportText": null,
            "variantPriceString": null
        },
        "volumePriceTiers": [],
        "wPlusEarlyAccessPrice": null,
        "walmartFundedAmount": null,
        "wasPrice": null
    },
    "primaryOffer": {
        "warranty": null
    },
    "primaryProductId": "25NUTLHEG8U7",
    "primaryShelfId": "9712965",
    "primaryUsItemId": "993192980",
    "product360ImageContainer": null,
    "productDisclaimers": [],
    "productHighlights": [
        {
            "iconURL": "https://i5.walmartimages.com/dfw/4ff9c6c9-1b44/k2-_ca9ff4ca-8854-4c17-926d-ef6a9029f3bd.v1.png",
            "name": "Brand",
            "value": "Indomie"
        },
        {
            "iconURL": null,
            "name": "Flavor",
            "value": "Original"
        },
        {
            "iconURL": null,
            "name": "Pasta & noodle type",
            "value": "Ramen Noodles"
        },
        {
            "iconURL": "https://i5.walmartimages.com/dfw/4ff9c6c9-34f1/k2-_dd6647ce-7f0a-4c0a-8129-167c9651d4dd.v1.png",
            "name": "Size",
            "value": "15 oz"
        },
        {
            "iconURL": null,
            "name": "Product net content parent",
            "value": "15 Ounces"
        },
        {
            "iconURL": null,
            "name": "Grain type",
            "value": "Wheat"
        },
        {
            "iconURL": null,
            "name": "Count ",
            "value": "5"
        },
        {
            "iconURL": null,
            "name": "Container type",
            "value": "Bag"
        },
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