Scraping cookbook · Grocery
Scraping grocery sites
9 sites in this category, measured on Crawlbase traffic in August 2026. Each page carries the call that works and the numbers behind it.
Grocery and drive retailers, leclerc.fr, carrefour.fr, tesco.com and meijer.com. Prices differ per store, so the recipes cover the store where it matters, and search pages tend to need the JavaScript token where product pages do not. 5 of the 9 sites answer the plain token. Prices run from 1 credit to 2 credits a page.
carrefour.frGrocery
Working call, parameters that matter, the fields you get and what breaks.
Success · Aug92.4%
BrowserSearch only
Price2 credits
metro.caGrocery
How to fetch product pages from metro.ca: no browser needed, 94.0% success, one call per page.
Success · Aug94.0%
BrowserNo
Price1 credit
leclerc.frGrocery
How to fetch product pages from leclerc.fr: no browser needed, 99.2% success, one call per page.
Success · Aug99.2%
Browser5% of calls
Price1 credit
tesco.comGrocery
How to fetch category pages from tesco.com: JavaScript token, 99.9% success, one call per page.
Success · Aug99.9%
Browser18% of calls
Price1 credit
meijer.comGrocery
Product pages on meijer.com: JavaScript token, US exit, 99.9% success in Aug 2026.
Success · Aug99.9%
BrowserYes
Price1 credit
lidl.comGrocery
97.9% of calls to lidl.com succeed. search results, no browser needed, median answer 3.7s.
Success · Aug97.9%
BrowserNo
Price1 credit
samsclub.comGrocery
Club pages on samsclub.com: no browser needed, US exit, 98.8% success in Aug 2026.
Success · Aug98.8%
BrowserNo
Price1 credit
lagrandeepicerie.comGrocery
Product pages on lagrandeepicerie.com: no browser needed, 94.2% success in Aug 2026.
Success · Aug94.2%
BrowserNo
Price1 credit
liquorland.com.auGrocery
Product pages on liquorland.com.au: no browser needed, 98.8% success in Aug 2026.
Success · Aug98.8%
BrowserNo
Price1 credit
Site names identify the pages a recipe fetches. Crawlbase is not affiliated with any site listed. Use recipes within the acceptable use policy.Measured numbers from August 2026, refreshed monthly