Pull&Bear Products Scraper

This tool scrapes product data from Pull&Bear. It works with all website countries and languages.

Checkout our other scrapers: Zara | Stradivarius | Bershka | MassimoDutti | Oysho | ZaraHome

Features

• Detailed Scrape:

  • Scrapes individual product pages for detailed information
  • Fields include: name, description, price, colors, sizes, SKUs, category, images, first available date, promotions, product page url, product composition, sustainability details, certified materials, traceability.
  • Approx run cost: 1000 products in 5 minutes, actor usage cost 24 cents (including proxy).

• Granularity: Scrape:

  • The entire website, e.g. https://www.pullandbear.com/gb/
  • Product category pages, e.g. https://www.pullandbear.com/gb/woman/sale/clothing/t-shirts-and-tops-n7097
  • Product pages, e.g. https://www.pullandbear.com/gb/midrise-capri-jeans-l07685309?cS=800&pelement=621948158

• Multiple URLs: Scrape data from multiple start urls within a single scrape, including from different country websites.

• Set Limits: Define the maximum products and categories to scrape per url.

• Deduplication: Unique products are returned, even across multiple start URLs. This is useful in instances where the same product appears in multiple subcategories. The scrapper will do it's best to deduplicate results - as pages are scrapped concurrently, the scrapper may occassionally not identify every duplicate product.

Notes

• This tool is configured to use residential proxies which are necessay to avoid IP address blocking. It is effecient with data download sizes which optimises run time and cost.
• The output is in JSON format due to the nested data structure.
• The fields colors, sizes, category and mainImage summarize data from the colorsSizesImagesJSON json field. This allows for the key information to be exported in a flat structure to csv and be easily read by Excel or GoogleSheets.
• Detailed color and size information is contained within the colorsSizesImagesJSON json field.
• Each line/item in the result is a unique product within which the can be multiple colors and sizes.
• The field names match the field names returned by the website.
• Occassionally the scraper may return less results than requested - this can happen when the website returns dummy products with blank information. The scrapper filters these out.

Known Scraping Challenges

• Occasionally the scrape might not start or the scrape might stop due to requests being blocked by the website. A '403 error' will appear in the logs. This is common in webscrapping and difficult to avoid, but it can be solved by re-running the scrape.

Resources

• Getting Started with Apify:
  • Getting Started with Apify 1/4 - Introduction
  • Getting Started with Apify 4/4 - Integrations
  • Try Apify for Free - 2,000+ Pre-built Web Scraping and Automation Tools
  • Integration with Make, GitHub, Zapier, Google Drive, and other apps
  • How to Train ChatGPT on Your Own Data - Build a Custom AI Chatbot
  • Apify Platform Documentation

Example Input

1{
2  "start_urls": [
3    {"url": "https://www.pullandbear.com/gb/"},
4    {"url": "https://www.pullandbear.com/gb/woman/sale/clothing/t-shirts-and-tops-n7097"},
5    {"url": "https://www.pullandbear.com/gb/midrise-capri-jeans-l07685309?cS=800&pelement=621948158"}
6  ],
7  "deduplicate_across_all_start_urls": true,
8  "max_subcategories": 10,
9  "max_results": 1000
10}

Example Output

1{
2  "id": 677318356,
3  "name": "High neck jumper",
4  "description": "",
5  "longDescription": "Twisted yarn knit jumper with a high neck and long sleeves.",
6  "reference": "03558305-I2024",
7  "displayReference": "3558/305",
8  "productType": "Clothing",
9  "mainImage": "https://static.pullandbear.net/assets/public/7606/4625/2adf454bbde5/51bc4484a8a5/03558305070-A8M/03558305070-A8M.jpg?ts=1731510422687",
10  "colors": "Ecru/Black, Blue Marl",
11  "sizes": "XS, S, M, L",
12  "price": 799,
13  "oldPrice": 2999.0,
14  "keyword": "high-neck-jumper",
15  "category": "woman/sale/favourites-n7254",
16  "availabilityDate": "2024-11-22 00:00:00.0",
17  "colorsSizesImagesJSON": [
18    {
19      "id": "070",
20      "reference": "C03558305070-I2024",
21      "displayReference": "3558/305/070",
22      "name": "Ecru/Black",
23      "productPageSelectedColor": "https://www.pullandbear.com/gb/high-neck-jumper-l03558305?pelement=677318356&colorId=070",
24      "xmedia": [
25        "https://static.pullandbear.net/assets/public/7606/4625/2adf454bbde5/51bc4484a8a5/03558305070-A8M/03558305070-A8M.jpg?ts=1731510422687",
26        "https://static.pullandbear.net/assets/public/de1e/0561/979242e0bbff/8fdb3dfac91d/03558305070-C/03558305070-C.jpg?ts=1731510475872",
27        "https://static.pullandbear.net/assets/public/0b75/e233/9b554e5eb61d/3e0127d73f24/03558305070-A6M/03558305070-A6M.jpg?ts=1731510506478",
28        "https://static.pullandbear.net/assets/public/2670/9e96/8a8f4cd2bb87/833151563484/03558305070-A4M/03558305070-A4M.jpg?ts=1732006817018",
29        "https://static.pullandbear.net/assets/public/7c3f/f9cf/af2046de8815/f64435740b15/03558305070-A2M/03558305070-A2M.jpg?ts=1732006869111",
30        "https://static.pullandbear.net/assets/public/5a50/2b36/99c64fd99fc0/a35130813396/03558305070-A1M/03558305070-A1M.jpg?ts=1732006969720",
31        "https://static.pullandbear.net/assets/public/1353/3bfd/e660490a9e38/33c293ff09ff/03558305070-A3M/03558305070-A3M.jpg?ts=1732006977840",
32        "https://static.pullandbear.net/assets/public/60cb/85f6/842240d583af/c5c689da9b9f/03558305070-M/03558305070-M.jpg?ts=1732006981335",
33        "https://static.pullandbear.net/assets/public/ef45/cb32/d55347108805/0ef2cade45a8/03558305070-E/03558305070-E.jpg?ts=1732177236036",
34        "https://static.pullandbear.net/assets/public/d225/7fa7/8853459ab59f/4c7de8969aca/03558305070-A7M/03558305070-A7M.jpg?ts=1732177243252",
35        "https://static.pullandbear.net/assets/public/2bf2/9f56/70464ca4b966/ceb7cc5c034d/0355830507001-A7M/0355830507001-A7M.jpg?ts=1732179315805",
36        "https://static.pullandbear.net/assets/public/5a50/2b36/99c64fd99fc0/a35130813396/03558305070-A1M/03558305070-A1M.jpg?ts=1732006969720",
37        "https://static.pullandbear.net/assets/public/7c3f/f9cf/af2046de8815/f64435740b15/03558305070-A2M/03558305070-A2M.jpg?ts=1732006869111",
38        "https://static.pullandbear.net/assets/public/1353/3bfd/e660490a9e38/33c293ff09ff/03558305070-A3M/03558305070-A3M.jpg?ts=1732006977840",
39        "https://static.pullandbear.net/assets/public/2670/9e96/8a8f4cd2bb87/833151563484/03558305070-A4M/03558305070-A4M.jpg?ts=1732006817018",
40        "https://static.pullandbear.net/assets/public/0b75/e233/9b554e5eb61d/3e0127d73f24/03558305070-A6M/03558305070-A6M.jpg?ts=1731510506478",
41        "https://static.pullandbear.net/assets/public/7606/4625/2adf454bbde5/51bc4484a8a5/03558305070-A8M/03558305070-A8M.jpg?ts=1731510422687",
42        "https://static.pullandbear.net/assets/public/60cb/85f6/842240d583af/c5c689da9b9f/03558305070-M/03558305070-M.jpg?ts=1732006981335",
43        "https://static.pullandbear.net/assets/public/9e92/7386/d1d04e51985d/d2a3b276bd2d/0355830507001-E/0355830507001-E.jpg?ts=1732179339795",
44        "https://static.pullandbear.net/assets/public/de1e/0561/979242e0bbff/8fdb3dfac91d/03558305070-C/03558305070-C.jpg?ts=1731510475872"
45      ],
46      "sizes": [
47        {
48          "sku": 677318362,
49          "name": "XS",
50          "description": null,
51          "partnumber": "0355830507001-I2024",
52          "isBuyable": true,
53          "backSoon": "0",
54          "mastersSizeId": "101",
55          "price": "799",
56          "oldPrice": "2999",
57          "discountsPercentages": {
58            "oldPriceDiscount": "73"
59          },
60          "promotionId": 18085,
61          "sizeType": "regular",
62          "skuDimensions": [
63            {
64              "dimensionId": "113",
65              "value": 49.0,
66              "dimensionName": "1/2 Chest"
67            },
68            {
69              "dimensionId": "120",
70              "value": 43.0,
71              "dimensionName": "Front Length"
72            },
73            {
74              "dimensionId": "24",
75              "value": 50.0,
76              "dimensionName": "Sleeve Length"
77            }
78          ]
79        },
80        {
81          "sku": 677318360,
82          "name": "S",
83          "description": null,
84          "partnumber": "0355830507002-I2024",
85          "isBuyable": true,
86          "backSoon": "0",
87          "mastersSizeId": "102",
88          "price": "799",
89          "oldPrice": "2999",
90          "discountsPercentages": {
91            "oldPriceDiscount": "73"
92          },
93          "promotionId": 18085,
94          "sizeType": "regular",
95          "skuDimensions": [
96            {
97              "dimensionId": "113",
98              "value": 52.0,
99              "dimensionName": "1/2 Chest"
100            },
101            {
102              "dimensionId": "120",
103              "value": 45.0,
104              "dimensionName": "Front Length"
105            },
106            {
107              "dimensionId": "24",
108              "value": 51.0,
109              "dimensionName": "Sleeve Length"
110            }
111          ]
112        },
113        {
114          "sku": 677318361,
115          "name": "M",
116          "description": null,
117          "partnumber": "0355830507003-I2024",
118          "isBuyable": true,
119          "backSoon": "0",
120          "mastersSizeId": "103",
121          "price": "799",
122          "oldPrice": "2999",
123          "discountsPercentages": {
124            "oldPriceDiscount": "73"
125          },
126          "promotionId": 18085,
127          "sizeType": "regular",
128          "skuDimensions": [
129            {
130              "dimensionId": "113",
131              "value": 55.0,
132              "dimensionName": "1/2 Chest"
133            },
134            {
135              "dimensionId": "120",
136              "value": 47.0,
137              "dimensionName": "Front Length"
138            },
139            {
140              "dimensionId": "24",
141              "value": 52.0,
142              "dimensionName": "Sleeve Length"
143            }
144          ]
145        },
146        {
147          "sku": 677318359,
148          "name": "L",
149          "description": null,
150          "partnumber": "0355830507004-I2024",
151          "isBuyable": true,
152          "backSoon": "0",
153          "mastersSizeId": "104",
154          "price": "799",
155          "oldPrice": "2999",
156          "discountsPercentages": {
157            "oldPriceDiscount": "73"
158          },
159          "promotionId": 18085,
160          "sizeType": "regular",
161          "skuDimensions": [
162            {
163              "dimensionId": "113",
164              "value": 58.0,
165              "dimensionName": "1/2 Chest"
166            },
167            {
168              "dimensionId": "120",
169              "value": 49.0,
170              "dimensionName": "Front Length"
171            },
172            {
173              "dimensionId": "24",
174              "value": 53.0,
175              "dimensionName": "Sleeve Length"
176            }
177          ]
178        }
179      ],
180      "extraInfo": {
181        "fitSizeMessage": {
182          "additionalInfo": {
183            "percentages": {}
184          }
185        }
186      }
187    },
188    {
189      "id": "418",
190      "reference": "C03558305418-I2024",
191      "displayReference": "3558/305/418",
192      "name": "Blue marl",
193      "productPageSelectedColor": "https://www.pullandbear.com/gb/high-neck-jumper-l03558305?pelement=677318356&colorId=418",
194      "xmedia": [
195        "https://static.pullandbear.net/assets/public/e789/ccd0/5a044b1aaca6/8079553ade6b/03558305418-A6M/03558305418-A6M.jpg?ts=1732121482023",
196        "https://static.pullandbear.net/assets/public/cee9/8f01/27e54629bab3/bc703de1420f/03558305418-M/03558305418-M.jpg?ts=1732184715538",
197        "https://static.pullandbear.net/assets/public/376d/a327/882e4f108515/b31ec8acdd31/03558305418-A1M/03558305418-A1M.jpg?ts=1732184723623",
198        "https://static.pullandbear.net/assets/public/8cac/34d8/473b4ae49233/072544a32e76/03558305418-A7M/03558305418-A7M.jpg?ts=1732189419636",
199        "https://static.pullandbear.net/assets/public/c45f/3588/91db47208261/cf710ba9c494/03558305418-E/03558305418-E.jpg?ts=1732190452773",
200        "https://static.pullandbear.net/assets/public/598c/6d1d/be9e4d35a6d8/3522defc6f1e/03558305418-C/03558305418-C.jpg?ts=1732197138231",
201        "https://static.pullandbear.net/assets/public/31b4/a915/c34444e8be07/6b7e81b7b531/03558305418-A8M/03558305418-A8M.jpg?ts=1732197267758",
202        "https://static.pullandbear.net/assets/public/6204/2b83/4bf044b9ad28/200f47674052/03558305418-A3M/03558305418-A3M.jpg?ts=1732198668299",
203        "https://static.pullandbear.net/assets/public/d228/5cfd/1e044fc5813e/d1f7ac68c318/03558305418-A4M/03558305418-A4M.jpg?ts=1732198716804",
204        "https://static.pullandbear.net/assets/public/0ed2/7abe/bc8d475d8722/4e0242fd2c34/03558305418-R/03558305418-R.jpg?ts=1732199181631",
205        "https://static.pullandbear.net/assets/public/6989/fc44/a6184ea28865/1e91edfd7e8c/03558305418-A2M/03558305418-A2M.jpg?ts=1732209786392",
206        "https://static.pullandbear.net/assets/public/9b97/7134/665d4b9ab0ba/6b86f6ab4f3b/0355830541801-A7M/0355830541801-A7M.jpg?ts=1732199425731",
207        "https://static.pullandbear.net/assets/public/ad53/6c67/ebe342f982c4/b0279a47a234/0355830541801-A1M/0355830541801-A1M.jpg?ts=1732199011432",
208        "https://static.pullandbear.net/assets/public/e789/ccd0/5a044b1aaca6/8079553ade6b/03558305418-A6M/03558305418-A6M.jpg?ts=1732121482023",
209        "https://static.pullandbear.net/assets/public/1ec9/42e2/d1764c979688/4ba41221230d/03558305418-A8M/03558305418-A8M.jpg?ts=1732121553237",
210        "https://static.pullandbear.net/assets/public/312d/fb4e/66534fcdbfb5/d1807fc9017d/0355830541801-A4M/0355830541801-A4M.jpg?ts=1732198996404",
211        "https://static.pullandbear.net/assets/public/7749/df8e/8deb4e5dacb9/a6eb0bfd914a/0355830541801-A3M/0355830541801-A3M.jpg?ts=1732199012037",
212        "https://static.pullandbear.net/assets/public/f2ea/b4aa/61114859a327/c33f0babc026/0355830541801-M/0355830541801-M.jpg?ts=1732199025470",
213        "https://static.pullandbear.net/assets/public/7fd9/d2b6/ba3c4d67b2d2/68548bfe2467/0355830541801-E/0355830541801-E.jpg?ts=1732199417180",
214        "https://static.pullandbear.net/assets/public/95a5/1591/089845ec90cb/104332b84509/03558305418-C/03558305418-C.jpg?ts=1732121478111",
215        "https://static.pullandbear.net/assets/public/638f/56ba/6f9c43558046/6e5824b67029/0355830541801-A2M/0355830541801-A2M.jpg?ts=1732209783134"
216      ],
217      "sizes": [
218        {
219          "sku": 677318357,
220          "name": "XS",
221          "description": null,
222          "partnumber": "0355830541801-I2024",
223          "isBuyable": true,
224          "backSoon": "0",
225          "mastersSizeId": "101",
226          "price": "799",
227          "oldPrice": "2999",
228          "discountsPercentages": {
229            "oldPriceDiscount": "73"
230          },
231          "promotionId": 18085,
232          "sizeType": "regular",
233          "skuDimensions": [
234            {
235              "dimensionId": "113",
236              "value": 49.0,
237              "dimensionName": "1/2 Chest"
238            },
239            {
240              "dimensionId": "120",
241              "value": 43.0,
242              "dimensionName": "Front Length"
243            },
244            {
245              "dimensionId": "24",
246              "value": 50.0,
247              "dimensionName": "Sleeve Length"
248            }
249          ]
250        },
251        {
252          "sku": 677318358,
253          "name": "S",
254          "description": null,
255          "partnumber": "0355830541802-I2024",
256          "isBuyable": true,
257          "backSoon": "0",
258          "mastersSizeId": "102",
259          "price": "799",
260          "oldPrice": "2999",
261          "discountsPercentages": {
262            "oldPriceDiscount": "73"
263          },
264          "promotionId": 18085,
265          "sizeType": "regular",
266          "skuDimensions": [
267            {
268              "dimensionId": "113",
269              "value": 52.0,
270              "dimensionName": "1/2 Chest"
271            },
272            {
273              "dimensionId": "120",
274              "value": 45.0,
275              "dimensionName": "Front Length"
276            },
277            {
278              "dimensionId": "24",
279              "value": 51.0,
280              "dimensionName": "Sleeve Length"
281            }
282          ]
283        },
284        {
285          "sku": 677318363,
286          "name": "M",
287          "description": null,
288          "partnumber": "0355830541803-I2024",
289          "isBuyable": true,
290          "backSoon": "0",
291          "mastersSizeId": "103",
292          "price": "799",
293          "oldPrice": "2999",
294          "discountsPercentages": {
295            "oldPriceDiscount": "73"
296          },
297          "promotionId": 18085,
298          "sizeType": "regular",
299          "skuDimensions": [
300            {
301              "dimensionId": "113",
302              "value": 55.0,
303              "dimensionName": "1/2 Chest"
304            },
305            {
306              "dimensionId": "120",
307              "value": 47.0,
308              "dimensionName": "Front Length"
309            },
310            {
311              "dimensionId": "24",
312              "value": 52.0,
313              "dimensionName": "Sleeve Length"
314            }
315          ]
316        },
317        {
318          "sku": 677318364,
319          "name": "L",
320          "description": null,
321          "partnumber": "0355830541804-I2024",
322          "isBuyable": true,
323          "backSoon": "0",
324          "mastersSizeId": "104",
325          "price": "799",
326          "oldPrice": "2999",
327          "discountsPercentages": {
328            "oldPriceDiscount": "73"
329          },
330          "promotionId": 18085,
331          "sizeType": "regular",
332          "skuDimensions": [
333            {
334              "dimensionId": "113",
335              "value": 58.0,
336              "dimensionName": "1/2 Chest"
337            },
338            {
339              "dimensionId": "120",
340              "value": 49.0,
341              "dimensionName": "Front Length"
342            },
343            {
344              "dimensionId": "24",
345              "value": 53.0,
346              "dimensionName": "Sleeve Length"
347            }
348          ]
349        }
350      ],
351      "extraInfo": {
352        "fitSizeMessage": {
353          "additionalInfo": {
354            "percentages": {}
355          }
356        }
357      }
358    }
359  ],
360  "isBuyable": true,
361  "onSpecial": false,
362  "website": "https://www.pullandbear.com/gb/",
363  "categoryPage": "https://www.pullandbear.com/gb/woman/sale/favourites-n7254",
364  "productPage": "https://www.pullandbear.com/gb/high-neck-jumper-l03558305?pelement=677318356",
365  "mainColorid": "070",
366  "composition": [
367    {
368      "part": "1",
369      "composition": [
370        {
371          "id": "173862441980495135",
372          "name": "polyester",
373          "description": "88",
374          "percentage": "88"
375        }
376      ]
377    },
378    {
379      "part": "1",
380      "composition": [
381        {
382          "id": "173862441980441373",
383          "name": "acrylic",
384          "description": "11",
385          "percentage": "11"
386        }
387      ]
388    },
389    {
390      "part": "1",
391      "composition": [
392        {
393          "id": "17386244198049342",
394          "name": "elastane",
395          "description": "1",
396          "percentage": "1"
397        }
398      ]
399    }
400  ],
401  "compositionDetail": {
402    "parts": [
403      {
404        "id": "1",
405        "description": "OUTER SHELL",
406        "areas": [],
407        "components": [
408          {
409            "material": "polyester",
410            "percentage": "88%"
411          },
412          {
413            "material": "acrylic",
414            "percentage": "11%"
415          },
416          {
417            "material": "elastane",
418            "percentage": "1%"
419          }
420        ],
421        "microcontents": [],
422        "reinforcements": []
423      }
424    ],
425    "exceptions": []
426  },
427  "care": [
428    "Hand wash up to 30ºC/86ºF",
429    "Do not bleach",
430    "Iron up to 110ºC/230ºF",
431    "Do not tumble dry",
432    "Dry clean tetrachlorethylene"
433  ],
434  "sustainability": {
435    "show": false,
436    "syntheticFiberPercentage": {
437      "name": ""
438    }
439  },
440  "certifiedMaterials": {
441    "show": true,
442    "containsAtLeastTitle": "Which Contains At Least",
443    "title": "Certified Materials",
444    "materials": [
445      {
446        "moreInformationTitle": "More Information",
447        "certificationLink": "https://textileexchange.org/standards/",
448        "fiberKey": "materials.recycled_acrylic",
449        "fiberType": "Rcs Certified Recycled Acrylic",
450        "fiberDescription": "This material is made from recycled acrylic waste from other production processes. Transforming waste into new materials helps limit the extraction of raw materials. It is certified to the Recycled Content Standard (RCS), which verifies the recycled content and tracks it from source to final product.",
451        "percentage": "11%",
452        "certificationId": "193341",
453        "certifiedByText": "Certified By Intertek 193341.",
454        "fiberParts": [
455          {
456            "fiberPartTitle": "Outer Shell",
457            "fiberAreas": [
458              {
459                "fiberAreaTitle": ""
460              }
461            ]
462          }
463        ]
464      },
465      {
466        "moreInformationTitle": "More Information",
467        "certificationLink": "https://textileexchange.org/standards/",
468        "fiberKey": "materials.recycled_polyester",
469        "fiberType": "Rcs Certified Recycled Polyester",
470        "fiberDescription": "Nowadays, recycled polyester is mainly made from PET plastic waste. This is a type of plastic that is widely used in a variety of items, such as plastic bottles. Using recycled materials helps limit the production of virgin polyester fiber. It is certified to the Recycled Content Standard (RCS), which verifies the recycled content and tracks it from source to final product.",
471        "percentage": "88%",
472        "certificationId": "193341",
473        "certifiedByText": "Certified By Intertek 193341.",
474        "fiberParts": [
475          {
476            "fiberPartTitle": "Outer Shell",
477            "fiberAreas": [
478              {
479                "fiberAreaTitle": ""
480              }
481            ]
482          }
483        ]
484      }
485    ]
486  },
487  "nameEn": "High neck jumper",
488  "traceability": {
489    "show": true,
490    "weaving": {
491      "name": "Weaving",
492      "country": [
493        "Mainland China"
494      ]
495    },
496    "dyeingPrinting": {
497      "name": "",
498      "country": []
499    },
500    "confection": {
501      "name": "Production",
502      "country": [
503        "Mainland China"
504      ]
505    },
506    "assembly": {
507      "name": "",
508      "country": []
509    },
510    "pricking": {
511      "name": "",
512      "country": []
513    },
514    "finish": {
515      "name": "",
516      "country": []
517    }
518  },
519  "additionalInfo": ""
520}