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Macy's Product Scraper: Extract Detailed Product Data for E-commerce Intelligence & Price Monitoring

Introduction

Macy's stands as one of America's largest and most iconic department store retailers, operating a massive e-commerce platform at macys.com with hundreds of thousands of products spanning fashion, home goods, beauty, accessories, and more. The platform features detailed product information including specifications, pricing, availability, customer reviews, and imagery across diverse categories from clothing and footwear to furniture and electronics.

For e-commerce businesses, retailers, market researchers, and competitive intelligence analysts, accessing this structured product data is essential for pricing strategies, inventory planning, trend analysis, and competitive positioning. However, manually collecting product information across thousands of items is impractical and time-consuming, especially when monitoring price changes, availability fluctuations, or analyzing product assortments.

The Macy's Product Scraper solves this challenge by automating detailed product data extraction. Whether you're monitoring competitor pricing, analyzing product specifications, tracking inventory availability, or building comprehensive product databases for market research, this scraper enables systematic data collection that would otherwise require countless hours of manual effort.

Scraper Overview

The Macy's Product Scraper is a specialized data extraction tool designed to systematically collect detailed product information from macys.com product pages. This scraper leverages advanced web automation to extract comprehensive product details including pricing structures, availability status, specifications, imagery, reviews, and relationship data efficiently and accurately.

The tool offers key advantages including residential proxy support for reliable data collection, configurable retry mechanisms for handling network issues, and extraction of complex nested product data structures. It's particularly valuable for e-commerce competitors conducting pricing intelligence, retail analysts tracking product trends, dropshippers sourcing product information, and market researchers analyzing Macy's product catalog and positioning strategies.

The scraper handles product pages across all Macy's departments and divisions, maintaining high data accuracy while respecting rate limits and implementing ethical web scraping practices. Users can extract specific products by providing direct product URLs, making it ideal for targeted competitive analysis and ongoing price monitoring.

Input and Output Details

Example url 1: https://www.macys.com/shop/product/rockport-mens-canton-casual-lace-up-round-toe-shoes?ID=19217383&swatchColor=Caramel%20Leather#PAGEINDEX/2

Example url 2: https://www.macys.com/shop/product/rockport-mens-noah-plain-toe-shoes?ID=17085771&tdp=cm_app~zMCOM-NAVAPP~xcm_zone~zPDP_ZONE_B~xcm_choiceId~zcidM06SGZ-23f937f7-c2ba-4dba-999b-055b0a6662f0%40T00%40More%2Bfrom%2B%2BRockport%2B%2465%2424228067~xcm_pos~zPos6~xcm_srcCatID~z65

Example url 3: https://www.macys.com/shop/product/nautica-mens-pop-j-class-trifold-wallet?ID=14485791

Example Screenshot of product information page:

Input Format

The scraper accepts a JSON configuration focusing on specific product URL extraction with proxy support and retry handling.

{
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "US"
  },
  "urls": [
    "https://www.macys.com/shop/product/rockport-mens-canton-casual-lace-up-round-toe-shoes?ID=19217383&swatchColor=Caramel%20Leather#PAGEINDEX/2",
    "https://www.macys.com/shop/product/nautica-mens-pop-j-class-trifold-wallet?ID=14485791",
    "https://www.macys.com/shop/product/rockport-mens-noah-plain-toe-shoes?ID=17085771&tdp=cm_app~zMCOM-NAVAPP~xcm_zone~zPDP_ZONE_B~xcm_choiceId~zcidM06SGZ-23f937f7-c2ba-4dba-999b-055b0a6662f0%40T00%40More%2Bfrom%2B%2BRockport%2B%2465%2424228067~xcm_pos~zPos6~xcm_srcCatID~z65
    "
  ],
  "max_retries_per_url": 2
}

Parameters Explained

The urls parameter: Add the URLs of specific product detail pages you want to scrape from Macy's. You can paste URLs one by one, or use the Bulk edit section to add a prepared list. Navigate to any product page on macys.com and copy the full URL including product ID and any variant parameters.

The max_retries_per_url parameter: Limit the number of retries for each URL if the scrape is detected as a bot or the page fails to load. The default value is 2, balancing thoroughness with efficiency for product page extraction.

The proxy parameter: Proxy configuration is essential for avoiding bot detection on Macy's platform. For optimal results, use US residential proxies (apifyProxyCountry: "US") to ensure reliable access and reduce blocking likelihood.

Output Format

Example output

[
  {
  "id": 19217383,
  "identifier": {
    "product_url": "/shop/product/rockport-mens-canton-casual-lace-up-round-toe-shoes?ID=19217383",
    "product_id": 19217383,
    "top_level_category_i_d": "65",
    "top_level_category_name": "Men's Shoes"
  },
  "department": {
    "department_id": 412,
    "department_name": "CASUAL SHOES - MENS"
  },
  "division": {
    "id": 15,
    "name": "MENS SHOES"
  },
  "messages": {
    "info": [
      {}
    ]
  },
  "detail": {
    "name": "Men's Canton Casual Lace-up Round Toe Shoes",
    "description": "When it comes to comfort, Rockport Canton is all about business. This shoe features a lace-up front paired with a clean overall design. The Canton will go with your favorite everyday outfits. Featuring truTECH® technology for lightweight shock absorption. This shoe is orthotic friendly. ",
    "secondary_description": "",
    "seo_keywords": "Rockport, Rockport Men's Canton Casual Lace-up Round Toe Shoes",
    "flags": {
      "chanel": false,
      "hermes": false,
      "coach": false,
      "has_warranty": false,
      "big_ticket_item": false,
      "phone_only": false,
      "registrable": true,
      "master_product": false,
      "member_product": false,
      "gwp_indicator": true,
      "truefit_eligible": true,
      "fit_predictor_eligible": false,
      "is_store_only_product_online": false,
      "eligible_for_pre_order": false,
      "country_eligible": true,
      "has_colors": true,
      "rebates": false,
      "gift_card": false,
      "suppress_color_swatches": false,
      "has_color_swatches": true,
      "beauty": false,
      "has_additional_images": true,
      "big_ticket_v2_c_item": false,
      "online_exclusive": false,
      "store_only_special": false,
      "finish_line": false,
      "sitewidesale": false,
      "protection_plan_eligible": false,
      "banner_for_kids_choke_hazard": false,
      "size_persist_for_men": false,
      "big_ticket_delivery_fee_restructure_eligible": true,
      "dimensions_copy_group_enabled": false,
      "material_care_section_enabled": false,
      "size_and_fit_enabled": false,
      "ar_beauty": false,
      "ar_furniture": false,
      "virtual_try_on": false,
      "experience3_d": false,
      "experience360": false,
      "back_in_stock_opt_out": false,
      "consolidated_product_complex": false,
      "write_a_review_redesign_exp_enabled": false,
      "site_monetization_product": true,
      "consolidated_master": false,
      "processed_prod_desc": false,
      "esec_remove_secure_user_token_query_param_enabled": true,
      "pick_up_store": true,
      "has_custom_colors": false,
      "size_chart_experience_enabled": false,
      "gwp_experience_enabled": false,
      "zeekit_enabled": false,
      "style_me_enabled": false,
      "bcomsyndigo_enabled": false,
      "see_more_experience_enabled": false,
      "alt_model_sizes_experiment_enabled": false,
      "see_more_and_size_chart_experience_enabled": false,
      "p_d_p_colorized": true,
      "is_eligible_for_colorway_promo_badging": false,
      "is_few_left_message_redesign_enabled": true,
      "is_true_fit_size_auto_select_enabled": true,
      "klarna_eligible": true,
      "modi_face_eligible": false,
      "is_pdp_b_v_review_form_updates_enabled": true,
      "phase2_desktop_b_v_api_trt1_enabled": false,
      "phase2_desktop_b_v_api_trt2_enabled": false,
      "phase2_mobile_b_v_api_trt1_enabled": false,
      "home_f_o_b": false,
      "is_new": false,
      "is_best_seller": false,
      "is_findation_enabled": false,
      "is_review_photos_upload_enabled": true,
      "is_web_collage_out_from_tabs": true,
      "is_video_image_rail_enabled": true,
      "is_true_collections_enabled": false,
      "is_consolidated_third_variant": false,
      "is_split_third_variant": true,
      "is3_v_size_driven_consolidated": false,
      "is3_v_type_driven_consolidated": false,
      "is_legal_disclosure_required": false,
      "is_beauty_gift_set": false,
      "is_lily_a_i_enabled": false,
      "is_reviews_page": false,
      "is_exclusive_brand": false,
      "is_market_place_eligible": false,
      "is_subscription_experience_eligible": false,
      "is_l_t_l_scheduled_delivery_enabled": false
    },
    "review_statistics": {},
    "question_answer": {
      "question_count": 0,
      "answer_count": 0
    },
    "ordered_master_group_list": [],
    "member_display_groups_map": {},
    "bullet_text": [
      "Lace-Up closure",
      "Heel Height - 1.46\"",
      "Platform Height - 0.71\"",
      "Round toe",
      "Leather",
      "Spot Clean",
      "Imported"
    ],
    "max_quantity": 6,
    "type_name": "SHOE",
    "additional_images_count": 12,
    "number_of_colors": 3,
    "brand": {
      "name": "Rockport",
      "id": 1217,
      "url": "/shop/brands/rockport?id=61526",
      "sub_brand": "",
      "brand_breakout": true,
      "brand_blocked": false
    },
    "bullet_links": [],
    "skin_care_type": "",
    "member_product_count": 0,
    "complete_name": "Rockport Men's Canton Casual Lace-up Round Toe Shoes",
    "klarna": {
      "klarna_data_client_id": "8561a670-d195-5128-9ab7-b4c9ec7ec2fb",
      "klarna_onsite_js_sdk_path": "https://na-library.klarnaservices.com/lib.js"
    },
    "sales_floor_brand": {
      "sales_floor_brand_url": "",
      "sales_floor_brand": false
    }
  },
  "shipping": {
    "notes": [
      "Enjoy a longer window to return most of your holiday purchases. See our Extended Holiday Return Policy to see if this item qualifies.",
      "California and Minnesota customers call 1-800-289-6229 for Free Shipping information."
    ]
  },
  "relationships": {},
  "imagery": {
    "images": [
      {
        "file_path": "8/optimized/29356218_fpx.tif",
        "name": "29356218.fpx",
        "show_jumbo_swatch": false,
        "swatch_sprite_offset": 0,
        "swatch_sprite_url_index": 0
      },
      {
        "file_path": "6/optimized/29356216_fpx.tif",
        "name": "29356216.fpx",
        "show_jumbo_swatch": false,
        "swatch_sprite_offset": 62,
        "swatch_sprite_url_index": 0
      },
      {
        "file_path": "7/optimized/29356217_fpx.tif",
        "name": "29356217.fpx",
        "show_jumbo_swatch": false,
        "swatch_sprite_offset": 124,
        "swatch_sprite_url_index": 0
      },
      {
        "file_path": "9/optimized/29356219_fpx.tif",
        "name": "29356219.fpx",
        "show_jumbo_swatch": false,
        "swatch_sprite_offset": 186,
        "swatch_sprite_url_index": 0
      },
      {
        "file_path": "0/optimized/29356220_fpx.tif",
        "name": "29356220.fpx",
        "show_jumbo_swatch": false,
        "swatch_sprite_offset": 248,
        "swatch_sprite_url_index": 0
      }
    ],
    "small_images_sprites": {
      "sprite_urls": [
        "?&$b=MCY/swatches/&hei=75&wid=310&cropN=0,0,5,1&resMode=sharp2&fmt=jpeg&qlt=100,0&layer=0&size=310,75&anchor=0,0&layer=1&size=60,75&src=is{$b$8/optimized/29356218_fpx.tif}&anchor=0,0&posN=0.000000,0&layer=2&size=60,75&src=is{$b$6/optimized/29356216_fpx.tif}&anchor=0,0&posN=0.200000,0&layer=3&size=60,75&src=is{$b$7/optimized/29356217_fpx.tif}&anchor=0,0&posN=0.400000,0&layer=4&size=60,75&src=is{$b$9/optimized/29356219_fpx.tif}&anchor=0,0&posN=0.600000,0&layer=5&size=60,75&src=is{$b$0/optimized/29356220_fpx.tif}&anchor=0,0&posN=0.800000,0"
      ],
      "images_width": 60,
      "images_height": 75,
      "images_per_sprite": 16
    }
  },
  "availability": {
    "check_in_store_eligibility": false,
    "available": true,
    "low_availability": false,
    "bops_availability": false,
    "boss_availability": false,
    "store_availability": false
  },
  "traits": {
    "colors": {
      "selected_color": 9446589,
      "color_map": {
        "9446589": {
          "id": 9446589,
          "name": "Caramel Leather",
          "normal_name": "White",
          "swatch_image": {
            "file_path": "1/optimized/29356221_fpx.tif",
            "name": "29356221.fpx",
            "show_jumbo_swatch": false,
            "swatch_sprite_offset": 0,
            "swatch_sprite_url_index": 0
          },
          "imagery": {
            "images": [
              {
                "file_path": "8/optimized/29356218_fpx.tif",
                "name": "29356218.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 0,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "6/optimized/29356216_fpx.tif",
                "name": "29356216.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 62,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "7/optimized/29356217_fpx.tif",
                "name": "29356217.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 124,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "9/optimized/29356219_fpx.tif",
                "name": "29356219.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 186,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "0/optimized/29356220_fpx.tif",
                "name": "29356220.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 248,
                "swatch_sprite_url_index": 0
              }
            ],
            "small_images_sprites": {
              "sprite_urls": [
                "?&$b=MCY/swatches/&hei=75&wid=310&cropN=0,0,5,1&resMode=sharp2&fmt=jpeg&qlt=100,0&layer=0&size=310,75&anchor=0,0&layer=1&size=60,75&src=is{$b$8/optimized/29356218_fpx.tif}&anchor=0,0&posN=0.000000,0&layer=2&size=60,75&src=is{$b$6/optimized/29356216_fpx.tif}&anchor=0,0&posN=0.200000,0&layer=3&size=60,75&src=is{$b$7/optimized/29356217_fpx.tif}&anchor=0,0&posN=0.400000,0&layer=4&size=60,75&src=is{$b$9/optimized/29356219_fpx.tif}&anchor=0,0&posN=0.600000,0&layer=5&size=60,75&src=is{$b$0/optimized/29356220_fpx.tif}&anchor=0,0&posN=0.800000,0"
              ],
              "images_width": 60,
              "images_height": 75,
              "images_per_sprite": 16
            },
            "primary_image": {
              "file_path": "8/optimized/29356218_fpx.tif",
              "name": "29356218.fpx",
              "show_jumbo_swatch": false,
              "swatch_sprite_offset": 0,
              "swatch_sprite_url_index": 0
            }
          },
          "swatch_seq_number": 0,
          "pricing": {
            "price": {
              "price_type": {
                "on_edv": false,
                "on_sale": false,
                "upc_on_sale": false,
                "upc_on_edv": false,
                "member_product_on_sale": false,
                "will_be": false,
                "applicable_to_all_upcs": true,
                "select_items_on_sale": false,
                "is_master_non_ranged": false
              },
              "tiered_price": [
                {
                  "label": "",
                  "values": [
                    {
                      "value": 135,
                      "formatted_value": "$135.00",
                      "type": "regular",
                      "regular": true
                    }
                  ],
                  "is_overlay_price_styled": false,
                  "id": 0
                }
              ],
              "price_type_id": 11
            }
          },
          "size_to_types": {
            "0": [
              0
            ],
            "1": [
              1,
              0
            ],
            "3": [
              1,
              0
            ],
            "5": [
              1,
              0
            ],
            "7": [
              1,
              0
            ],
            "9": [
              1,
              0
            ],
            "11": [
              1,
              0
            ],
            "13": [
              1,
              0
            ],
            "15": [
              1,
              0
            ],
            "17": [
              1,
              0
            ],
            "19": [
              1,
              0
            ],
            "21": [
              1,
              0
            ],
            "23": [
              1,
              0
            ],
            "25": [
              1,
              0
            ]
          },
          "type_to_sizes": {
            "0": [
              0,
              1,
              3,
              5,
              7,
              9,
              11,
              13,
              15,
              17,
              19,
              21,
              23,
              25
            ],
            "1": [
              1,
              3,
              5,
              7,
              9,
              11,
              13,
              15,
              17,
              19,
              21,
              23,
              25
            ]
          }
        },
        "9446592": {
          "id": 9446592,
          "name": "Dark Blue Leather",
          "normal_name": "Blue",
          "swatch_image": {
            "file_path": "9/optimized/29356229_fpx.tif",
            "name": "29356229.fpx",
            "show_jumbo_swatch": false,
            "swatch_sprite_offset": 56,
            "swatch_sprite_url_index": 0
          },
          "imagery": {
            "images": [
              {
                "file_path": "8/optimized/29356228_fpx.tif",
                "name": "29356228.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 0,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "4/optimized/29356224_fpx.tif",
                "name": "29356224.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 62,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "5/optimized/29356225_fpx.tif",
                "name": "29356225.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 124,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "6/optimized/29356226_fpx.tif",
                "name": "29356226.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 186,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "7/optimized/29356227_fpx.tif",
                "name": "29356227.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 248,
                "swatch_sprite_url_index": 0
              }
            ],
            "small_images_sprites": {
              "sprite_urls": [
                "?&$b=MCY/swatches/&hei=75&wid=310&cropN=0,0,5,1&resMode=sharp2&fmt=jpeg&qlt=100,0&layer=0&size=310,75&anchor=0,0&layer=1&size=60,75&src=is{$b$8/optimized/29356228_fpx.tif}&anchor=0,0&posN=0.000000,0&layer=2&size=60,75&src=is{$b$4/optimized/29356224_fpx.tif}&anchor=0,0&posN=0.200000,0&layer=3&size=60,75&src=is{$b$5/optimized/29356225_fpx.tif}&anchor=0,0&posN=0.400000,0&layer=4&size=60,75&src=is{$b$6/optimized/29356226_fpx.tif}&anchor=0,0&posN=0.600000,0&layer=5&size=60,75&src=is{$b$7/optimized/29356227_fpx.tif}&anchor=0,0&posN=0.800000,0"
              ],
              "images_width": 60,
              "images_height": 75,
              "images_per_sprite": 16
            },
            "primary_image": {
              "file_path": "8/optimized/29356228_fpx.tif",
              "name": "29356228.fpx",
              "show_jumbo_swatch": false,
              "swatch_sprite_offset": 0,
              "swatch_sprite_url_index": 0
            }
          },
          "swatch_seq_number": 0,
          "pricing": {
            "price": {
              "price_type": {
                "on_edv": false,
                "on_sale": false,
                "upc_on_sale": false,
                "upc_on_edv": false,
                "member_product_on_sale": false,
                "will_be": false,
                "applicable_to_all_upcs": true,
                "select_items_on_sale": false,
                "is_master_non_ranged": false
              },
              "tiered_price": [
                {
                  "label": "[PRICE]",
                  "values": [
                    {
                      "value": 135,
                      "formatted_value": "$135.00",
                      "type": "regular"
                    }
                  ]
                }
              ],
              "price_type_id": 11
            }
          },
          "size_to_types": {
            "0": [
              0
            ],
            "1": [
              1,
              0
            ],
            "3": [
              1,
              0
            ],
            "7": [
              0
            ],
            "11": [
              0
            ],
            "15": [
              0
            ],
            "17": [
              0
            ],
            "19": [
              0
            ],
            "21": [
              0
            ],
            "23": [
              1,
              0
            ],
            "25": [
              1
            ]
          },
          "type_to_sizes": {
            "0": [
              0,
              1,
              3,
              7,
              11,
              15,
              17,
              19,
              21,
              23
            ],
            "1": [
              1,
              3,
              23,
              25
            ]
          }
        },
        "9888464": {
          "id": 9888464,
          "name": "Black Leather",
          "normal_name": "Black",
          "swatch_image": {
            "file_path": "4/optimized/31259494_fpx.tif",
            "name": "31259494.fpx",
            "show_jumbo_swatch": false,
            "swatch_sprite_offset": 112,
            "swatch_sprite_url_index": 0
          },
          "imagery": {
            "images": [
              {
                "file_path": "9/optimized/31259489_fpx.tif",
                "name": "31259489.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 0,
                "swatch_sprite_url_index": 0
              },
              {
                "file_path": "1/optimized/31259491_fpx.tif",
                "name": "31259491.fpx",
                "show_jumbo_swatch": false,
                "swatch_sprite_offset": 62,
                "swatch_sprite_url_index": 0
              },
              {
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            "secondary_ratings_id": "RunWidth",
            "value_range": 7,
            "min_label": "Runs Narrow",
            "display_type": "SLIDER",
            "mid_label": "neutral"
          },
          "run_size": {
            "value": 4.533333333333333,
            "value_label": "neutral",
            "max_label": "Runs Large",
            "label": "Runs Small/Runs Large",
            "secondary_ratings_id": "RunSize",
            "value_range": 7,
            "min_label": "Runs Small",
            "display_type": "SLIDER",
            "mid_label": "neutral"
          }
        }
      },
      "paginated_reviews": {
        "total": 24,
        "limit": 8,
        "offset": 0,
        "reviews": [
          {
            "review_id": 297405854,
            "product_id": 19217383,
            "author_id": "ppjdx1w748sbl1o9kli1dtcit",
            "user_nickname": "Demex",
            "ratings_only": false,
            "rating": 4,
            "rating_range": 5,
            "recommended": false,
            "title": "Great deal",
            "review_text": "This shore is very comfortable",
            "total_feedback_count": 0,
            "total_positive_feedback_count": 0,
            "total_negative_feedback_count": 0,
            "featured": false,
            "content_locale": "en_US",
            "has_photos": false,
            "top_contributor": false,
            "anonymous": false,
            "syndicated": false,
            "submission_time": "Dec 28, 2025",
            "incentivized_review": false
          },
          {
            "review_id": 297105581,
            "product_id": 19217383,
            "author_id": "6057849512",
            "user_nickname": "Roger",
            "user_location": "San Antonio, Texas",
            "ratings_only": false,
            "rating": 5,
            "rating_range": 5,
            "recommended": true,
            "title": "Walking Tall!!!",
            "review_text": "Most comfortable and beautiful color!",
            "total_feedback_count": 0,
            "total_positive_feedback_count": 0,
            "total_negative_feedback_count": 0,
            "featured": false,
            "content_locale": "en_US",
            "has_photos": false,
            "secondary_ratings": {
              "run_width": {
                "value": 4,
                "value_label": "neutral",
                "max_label": "Runs Wide",
                "label": "Runs Narrow/Runs Wide",
                "secondary_ratings_id": "RunWidth",
                "value_range": 7,
                "min_label": "Runs Narrow",
                "display_type": "SLIDER"
              },
              "run_size": {
                "value": 4,
                "value_label": "neutral",
                "max_label": "Runs Large",
                "label": "Runs Small/Runs Large",
                "secondary_ratings_id": "RunSize",
                "value_range": 7,
                "min_label": "Runs Small",
                "display_type": "SLIDER"
              }
            },
            "top_contributor": false,
            "anonymous": false,
            "syndicated": false,
            "submission_time": "Dec 18, 2025",
            "incentivized_review": false
          },
          {
            "review_id": 296423152,
            "product_id": 19217383,
            "author_id": "33344692876",
            "user_nickname": "anonymous",
            "ratings_only": false,
            "rating": 5,
            "rating_range": 5,
            "recommended": false,
            "title": "Excellent",
            "review_text": "Excellent",
            "total_feedback_count": 1,
            "total_positive_feedback_count": 1,
            "total_negative_feedback_count": 0,
            "featured": false,
            "content_locale": "en_US",
            "has_photos": false,
            "top_contributor": false,
            "anonymous": true,
            "syndicated": false,
            "submission_time": "Nov 30, 2025",
            "incentivized_review": false
          },
          {
            "review_id": 296066492,
            "product_id": 19217383,
            "author_id": "12034617357",
            "user_nickname": "MLD",
            "ratings_only": false,
            "rating": 5,
            "rating_range": 5,
            "recommended": false,
            "title": "Rockport shoes",
            "review_text": "Beautiful, comfortable, speedy delivery",
            "total_feedback_count": 1,
            "total_positive_feedback_count": 1,
            "total_negative_feedback_count": 0,
            "featured": false,
            "content_locale": "en_US",
            "has_photos": false,
            "top_contributor": false,
            "anonymous": false,
            "syndicated": false,
            "submission_time": "Nov 18, 2025",
            "incentivized_review": false
          },
          {
            "review_id": 296014734,
            "product_id": 19217383,
            "author_id": "30212900883",
            "user_nickname": "JMM",
            "user_location": "Pennsylvania",
            "ratings_only": false,
            "rating": 5,
            "rating_range": 5,
            "recommended": true,
            "title": "stylish",
            "review_text": "Great shoe",
            "total_feedback_count": 1,
            "total_positive_feedback_count": 1,
            "total_negative_feedback_count": 0,
            "featured": false,
            "content_locale": "en_US",
            "has_photos": false,
            "secondary_ratings": {
              "run_width": {
                "value": 4,
                "value_label": "neutral",
                "max_label": "Runs Wide",
                "label": "Runs Narrow/Runs Wide",
                "secondary_ratings_id": "RunWidth",
                "value_range": 7,
                "min_label": "Runs Narrow",
                "display_type": "SLIDER"
              },
              "run_size": {
                "value": 4,
                "value_label": "neutral",
                "max_label": "Runs Large",
                "label": "Runs Small/Runs Large",
                "secondary_ratings_id": "RunSize",
                "value_range": 7,
                "min_label": "Runs Small",
                "display_type": "SLIDER"
              }
            },
            "top_contributor": false,
            "anonymous": false,
            "syndicated": false,
            "submission_time": "Nov 16, 2025",
            "incentivized_review": false
          },
          {
            "review_id": 295052467,
            "product_id": 19217383,
            "author_id": "14407517189",
            "user_nickname": "Hakeem",
            "ratings_only": false,
            "rating": 2,
            "rating_range": 5,
            "recommended": false,
            "title": "Buyer",
            "review_text": "I overpaid. One can find the same shoes for lesser price",
            "total_feedback_count": 0,
            "total_positive_feedback_count": 0,
            "total_negative_feedback_count": 0,
            "featured": false,
            "content_locale": "en_US",
            "has_photos": false,
            "top_contributor": false,
            "anonymous": false,
            "syndicated": false,
            "submission_time": "Oct 10, 2025",
            "incentivized_review": false
          },
          {
            "review_id": 294803222,
            "product_id": 19217383,
            "author_id": "696718801",
            "user_nickname": "ADRIAH21",
            "user_location": "Las Vegas, NV",
            "ratings_only": false,
            "rating": 5,
            "rating_range": 5,
            "recommended": true,
            "title": "Comfortable",
            "review_text": "My BF loves how comfortable these are.",
            "total_feedback_count": 1,
            "total_positive_feedback_count": 1,
            "total_negative_feedback_count": 0,
            "featured": false,
            "content_locale": "en_US",
            "has_photos": false,
            "secondary_ratings": {
              "run_width": {
                "value": 4,
                "value_label": "neutral",
                "max_label": "Runs Wide",
                "label": "Runs Narrow/Runs Wide",
                "secondary_ratings_id": "RunWidth",
                "value_range": 7,
                "min_label": "Runs Narrow",
                "display_type": "SLIDER"
              },
              "run_size": {
                "value": 4,
                "value_label": "neutral",
                "max_label": "Runs Large",
                "label": "Runs Small/Runs Large",
                "secondary_ratings_id": "RunSize",
                "value_range": 7,
                "min_label": "Runs Small",
                "display_type": "SLIDER"
              }
            },
            "top_contributor": false,
            "anonymous": false,
            "syndicated": false,
            "submission_time": "Oct 01, 2025",
            "incentivized_review": false
          },
          {
            "review_id": 294008974,
            "product_id": 19217383,
            "author_id": "14216470043",
            "user_nickname": "Jay",
            "user_location": "Philadelphia,Pa",
            "ratings_only": false,
            "rating": 5,
            "rating_range": 5,
            "recommended": true,
            "title": "This shoe deserve a 5 star all day long",
            "review_text": "Nice shoes comfable and fit very well Rockport makes good shoes",
            "total_feedback_count": 1,
            "total_positive_feedback_count": 1,
            "total_negative_feedback_count": 0,
            "featured": false,
            "content_locale": "en_US",
            "has_photos": false,
            "secondary_ratings": {
              "run_width": {
                "value": 4,
                "value_label": "neutral",
                "max_label": "Runs Wide",
                "label": "Runs Narrow/Runs Wide",
                "secondary_ratings_id": "RunWidth",
                "value_range": 7,
                "min_label": "Runs Narrow",
                "display_type": "SLIDER"
              },
              "run_size": {
                "value": 4,
                "value_label": "neutral",
                "max_label": "Runs Large",
                "label": "Runs Small/Runs Large",
                "secondary_ratings_id": "RunSize",
                "value_range": 7,
                "min_label": "Runs Small",
                "display_type": "SLIDER"
              }
            },
            "top_contributor": false,
            "anonymous": false,
            "syndicated": false,
            "submission_time": "Sep 01, 2025",
            "incentivized_review": false
          }
        ]
      },
      "reviews_with_photos": {
        "total_reviews_with_photos": 0,
        "total_photos": 0,
        "limit_photos": 12,
        "offset_photos": 0,
        "reviews": []
      },
      "generated_summary": {
        "summary": "* The shoes are generally described as comfortable, stylish, and of good quality.\n* Some customers note the shoes run small or narrow.\n* One customer felt they overpaid.\n* Overall, the product is viewed positively.\n* The consensus is the shoes are comfortable and attractive, especially when purchased on sale or with a promotional offer.",
        "type": "TEXT",
        "title": "REVIEW_SUMMARY",
        "detail": "BULLET_FORMAT_SUMMARY",
        "disclaimer": "This summary is generated by artificial intelligence based on customer reviews"
      }
    }
  ]
}
]

The scraper returns comprehensive product data with each field serving specific purposes for e-commerce intelligence and competitive analysis:

• ID: Unique Macy's product identifier. Critical for tracking products over time, monitoring price changes, and maintaining product databases without duplicates.

• Identifier: Additional product identification codes or SKUs. Essential for cross-referencing with internal systems, supplier databases, and inventory management platforms.

• Department: Macy's department classification (e.g., Men's, Women's, Home, Kids). Enables department-level analysis, category segmentation, and understanding product organization structure.

• Division: Specific division within department structure. Provides granular categorization for detailed market analysis and competitive positioning within product subcategories.

• Messages: Special messages, promotions, or alerts associated with the product. Reveals promotional strategies, marketing tactics, and special offers competitors are using.

• Detail: Comprehensive product description and specifications. Provides complete product information for listing creation, competitive feature comparison, and understanding product positioning.

• Shipping: Shipping information including costs, restrictions, and delivery options. Critical for logistics planning, total cost analysis, and understanding fulfillment strategies.

• Relationships: Related products, cross-sells, and product associations. Reveals merchandising strategies, bundle opportunities, and how competitors structure product recommendations.

• Imagery: Product images, including multiple angles and zoom views. Essential for visual competitive analysis, marketplace listing creation, and understanding product presentation strategies.

• Availability: Stock status, size/color availability, and inventory indicators. Critical for inventory monitoring, stockout tracking, and understanding demand patterns.

• Traits: Product attributes including size, color, material, and specifications. Enables detailed product comparison, filtering, and specification-based competitive analysis.

• Pricing: Complete pricing structure including list price, sale price, discounts, and promotions. Most critical field for competitive pricing intelligence, price monitoring, and dynamic pricing strategies.

• Protection Plans: Available warranty and protection plan options. Reveals extended service offerings and additional revenue streams competitors utilize.

• URL Template: Product URL structure and parameters. Useful for programmatic URL generation and systematic product catalog navigation.

• CCFP: Macy's credit card financing and payment plan information. Shows financing strategies and promotional payment options.

• Holiday Message Eligible: Indicator if product qualifies for gift messaging. Identifies gift-appropriate items and seasonal merchandising strategies.

• Product Reviews: Customer reviews including ratings, review text, and review statistics. Provides sentiment analysis, quality insights, and customer feedback for competitive intelligence.

Each field serves specific purposes in competitive intelligence workflows, price monitoring systems, product sourcing operations, and e-commerce market research strategies.

Usage Guide

Setting Up Product Extraction

Step 1: Identify Target Products

Navigate to macys.com and locate the specific products you want to scrape. You can find products through:

• Search functionality for specific items or categories
• Browsing department and category pages
• Following promotional links or featured products
• Using direct product IDs if known

Copy the complete product URL from your browser's address bar, ensuring all parameters are included (product ID, color/size variants, etc.).

Step 2: Configure Input JSON

Create your input configuration with the product URLs you want to extract. Add multiple URLs to collect data from different products in a single run. Each URL will return complete product details including all variants, pricing tiers, and availability information.

Step 3: Configure Proxy Settings

For reliable Macy's scraping:

• Enable Apify proxy with residential proxy groups
• Set apifyProxyCountry to "US" for US residential proxies
• This significantly reduces bot detection and improves success rates

Step 4: Set Retry Limits

Configure max_retries_per_url based on your requirements:

• Default value of 2 works well for most use cases
• Increase for higher success rates on difficult-to-access products
• Balance between thoroughness and extraction speed

Best Practices

Product URL Management:

• Verify URLs are complete and accessible before bulk scraping
• Include variant parameters (color, size) to capture specific SKUs
• Keep backup lists of working product URLs
• Monitor for URL structure changes on Macy's platform

Proxy Configuration:

• Always use US residential proxies for Macy's
• Rotate proxies between large batches to avoid detection
• Monitor success rates and adjust proxy settings if needed
• Consider proxy costs versus data collection requirements

Data Collection Strategy:

• Start with small product batches to validate output
• Schedule regular scrapes for price monitoring
• Track product availability changes over time
• Build historical pricing databases for trend analysis

Error Handling:

• Review failed URLs and adjust retry settings
• Check for product discontinuations or page removals
• Verify proxy functionality if encountering consistent failures
• Monitor for changes in Macy's page structure

Common Troubleshooting

Access Issues:

• Switch to different US residential proxy pools if blocked
• Reduce extraction speed with longer delays between requests
• Verify product URLs are currently active
• Check for temporary platform restrictions

Data Quality Problems:

• Validate output contains all expected fields
• Check for incomplete pricing or availability data
• Verify image URLs are accessible
• Cross-reference extracted data with actual product pages

Product Variant Handling:

• Ensure URLs include specific variant parameters
• Extract multiple URLs for different color/size combinations
• Verify variant data is properly captured
• Track variant availability separately

Benefits and Applications

The Macy's Product Scraper delivers significant advantages for e-commerce operations and competitive intelligence.

Primary Applications:

Competitive Price Monitoring: Track competitor pricing strategies in real-time, monitor price changes across product categories, identify promotional patterns and discount cycles, and implement dynamic pricing based on market intelligence.

Product Research and Sourcing: Analyze product specifications and features, identify trending products and bestsellers, research supplier options through product details, and build comprehensive product databases for dropshipping or retail operations.

Market Intelligence: Understand Macy's merchandising strategies, analyze product assortment across categories, identify gaps in competitor offerings, and track seasonal product launches and discontinuations.

Inventory Monitoring: Track product availability and stockouts, monitor size/color availability patterns, identify high-demand items through availability data, and optimize inventory planning based on competitor stock levels.

E-commerce Optimization: Analyze product descriptions for content strategies, study imagery and presentation approaches, understand customer review patterns and sentiment, and benchmark product offerings against major retailers.

The scraper provides competitive advantages through:

• Real-time access to Macy's comprehensive product catalog
• Complete pricing structures including promotions and discounts
• Detailed availability and inventory status
• Customer review data for quality and sentiment analysis
• Product relationship data revealing merchandising strategies
• Multi-variant support for complete SKU coverage

The structured output integrates with price monitoring systems, inventory management platforms, competitive intelligence dashboards, and e-commerce analytics tools for immediate activation in pricing strategies, product sourcing, and market positioning decisions.

Conclusion

The Macy's Product Scraper transforms manual product research into automated intelligence gathering. By providing structured access to detailed product data from one of America's largest retailers, it empowers businesses to make data-driven decisions about pricing, inventory, and competitive positioning.

Whether you're monitoring competitor prices, researching product specifications, tracking availability, or analyzing e-commerce trends, this scraper provides the systematic extraction capabilities needed to accelerate your competitive intelligence and market research.

Ready to streamline your Macy's product data collection? Start extracting valuable insights today and transform your e-commerce intelligence capabilities.

• Macys.com Product Search Scraper: A specialized data extraction solution engineered to harvest comprehensive product information from Macys.com's marketplace.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Macys.com Product Details Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.