What does Costco Reviews Scraper do? Costco Reviews Scraper will enable you to quickly scrape product reviews from Costco.com. Costco Reviews Scraper can scrape: - Product ID - Product URL - Product name - ID - Review title - Review text - User nickname - User location - Last moderated time - Last modification time - Submission time - Rating - Total feedback count - Positive feedback count - Negative feedback count - Source - Syndication status (whether the review is syndicated or original) - Helpfulness score ## Why scrape Costco? Costco has a large number of users and is a great source of data for retail and consumer insights. Here are just some of the ways you could use that data: - Analyze customer sentiment towards specific products - Identify trends in product preferences - Monitor customer feedback for quality improvement - Compare products based on ratings and reviews If you would like more inspiration on how scraping Costco could help your business or organization, check out our retail industry page. ## How to scrape Costco It's easy to scrape Costco with Costco Reviews Scraper. Just follow these few steps and you'll get your data in a few minutes. 1. Click on Try for free. 2. Enter the keywords or search terms for the products you want to scrape reviews for. Or enter a URL to start scraping. 3. Click on Run. 4. When Costco Reviews Scraper has finished, preview or download your data from the Dataset tab. ## How much will it cost to scrape Costco? Apify gives you $5 free usage credits every month on the Apify Free plan. You can get 10,000 results per month from Costco Reviews Scraper for that, so those 10,000 results will be completely free! But if you need to get more data regularly from Costco, you should consider an Apify subscription. We recommend our $49/month Starter plan - you can get up to 98,000 every month with the $49 monthly plan! Or get 998,000 results for $499 with the Scale plan - wow! ## Results Here is a sample of the data that the Actor produces: json { "productId": "100384176", "productUrl": "https://www.costco.com/pura-dor-advanced-therapy-anti-hair-thinning-shampoo--conditioner-set.product.100384176.html", "productName": "Pura d'or Advanced Therapy Anti-Hair Thinning Shampoo & Conditioner Set", "id": "185786872", "title": null, "text": "I purchased this shampoo and conditioner about 3 months ago and have been using it almost daily and I like it so far. I have dry hair and I’ve observed less falling hair although have not yet observed thickening as such. The smell of the product is very pleasant. It feels great that it is free of chemicals and is purely natural. The shampoo needs to be followed up for sure with the conditioner otherwise it leaves the hair dry and somewhat tangled. Would be great if the shampoo itself had some conditioning to soften a bit so it doesn’t give the dryness feel. Overall a great product and would recommend those with thinning hair to give it a shot.", "userNickname": "Jodi", "userLocation": null, "lastModeratedTime": "2023-08-03T03:30:04.000+00:00", "lastModificationTime": "2025-05-18T20:25:47.000+00:00", "submissionTime": "2019-03-04T19:23:18.000+00:00", "rating": 4, "totalFeedbackCount": 119, "positiveFeedbackCount": 114, "negativeFeedbackCount": 5, "source": "costco", "isSyndicated": false, "helpfulness": 0.96 } ## Tips for scraping Costco - Ensure your scraping is done ethically and in compliance with the website's terms of service. - Use rotating proxies to avoid being blocked by the website. - Monitor your scraping activity to prevent overloading the website's servers. ## Is it legal to scrape Costco? Note that personal data is protected by GDPR in the European Union and by other regulations around the world. You should not scrape personal data unless you have a legitimate reason to do so. If you're unsure whether your reason is legitimate, consult your lawyers. We also recommend that you read our blog post: is web scraping legal?. #