Tracking supermarket prices with Playwright
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Re: Tracking supermarket prices with Playwright
#2For example, I recently purchased fruit and dairy at Safeway in the western US, and after I had everything I wanted, I searched each item in the Safeway app, and it had coupons I could apply for $1.5 to $5 off per item. The other week, my wife ran into the store to buy cream cheese. While she did that, I searched the item in the app, and “clipped” a $2.30 discount, so what would have been $5.30 to someone that didn’t use the app was $3.
I am looking at the receipt now, and it is showing I would have spent $70 total if I did not apply the app discounts, but with the app discounts, I spent $53.
These price obfuscation tactics are seen in many businesses, making price tracking very difficult.
Re: Tracking supermarket prices with Playwright
#3I really wish supermarkets were mandated to post this information whenever the price of a particular SKU updated.
The tools that could be built with such information would do amazing things for consumers.
Re: Tracking supermarket prices with Playwright
#4In the US, retail businesses are offering individualized and general coupons via the phone apps. I wonder if this pricing can be tracked, as it results in significant differences. For example, I recently purchased fruit and dairy at Safeway in the western US, and after I had everything I wanted, I searched each item in the Safeway app, and it had coupons I could apply for $1.5 to $5 off per item. The other week, my w…
Re: Tracking supermarket prices with Playwright
#5In the US, retail businesses are offering individualized and general coupons via the phone apps. I wonder if this pricing can be tracked, as it results in significant differences. For example, I recently purchased fruit and dairy at Safeway in the western US, and after I had everything I wanted, I searched each item in the Safeway app, and it had coupons I could apply for $1.5 to $5 off per item. The other week, my w…
I wrote a chrome extension to help with this. Clips all the coupons so you don't have to do individual searches. Has resulted in some wild surprise savings when shopping. www.throwlasso.com
Re: Tracking supermarket prices with Playwright
#6Re: Tracking supermarket prices with Playwright
#7Re: Tracking supermarket prices with Playwright
#8Scraping tools have become more powerful than ever, but bot restrictions have become equally more strict. It's hard to scrape reliably under any circumstance, or even consistently without residential proxies.
I then started randomising every aspect of the scraping process that I could: The order that I visited the links, the sleep duration between almost every action, etc.
As long as they don't implement a strict fingerprinting technique, that seems to be enough for now
Re: Tracking supermarket prices with Playwright
#9In the US, retail businesses are offering individualized and general coupons via the phone apps. I wonder if this pricing can be tracked, as it results in significant differences. For example, I recently purchased fruit and dairy at Safeway in the western US, and after I had everything I wanted, I searched each item in the Safeway app, and it had coupons I could apply for $1.5 to $5 off per item. The other week, my w…
I wrote a chrome extension to help with this. Clips all the coupons so you don't have to do individual searches. Has resulted in some wild surprise savings when shopping. www.throwlasso.com
Re: Tracking supermarket prices with Playwright
#10Ah, I love this. Nice work! I really wish supermarkets were mandated to post this information whenever the price of a particular SKU updated. The tools that could be built with such information would do amazing things for consumers.
If Greece's case is anything to go by, I doubt they'd ever accept that as it may bring to light some... questionable practices.
At some point I need to deduplicate the products and plot the prices across all 3 supermarkets on the same graph as I suspect it will show some interesting trends.