With so many apps on the market, price comparison has almost become an everyday activity. However, price comparison wouldn't be possible without its key piece - product matching. For quite some time now, we're witnessing many competitors who are offering very cheap and overly...
In a competitive market such as eCommerce, it’s no secret that sites try to do their best to prevent automated price monitoring. One of the websites that are trying to do the same is Gasweld.com.au. Price2Spy, and price monitoring tools in general, first tend to solve...
Unexpected circumstances in which the whole world found itself due to the pandemic, forced businesses to make numerous changes. Nevertheless, Amazon still sovereignly rules the eCommerce market. It doesn’t take much to create a seller profile and to start selling products. However, the true challenge...
You invested some serious time into creating your MAP policy. It's very visible on your website, and you also made sure to send it out to all retailers that you're collaborating with. No place for a mistake, right? Yet, when you search for your products on the...
If you're an online seller, then you're aware of how challenging it is to keep track of all market changes. One of those changes is the price fluctuation. In order to stay ahead of the competition, you need to follow all relevant price changes. This...
Product matching in Price2Spy Previous topic: (Part #9) ML does work, but it’s not magic Overall results did vary from one industry to another, from one client to another – is also very much depended on factors N (number of matching candidates) and...
Product matching in Price2Spy Previous topic: (Part #8) Product matching via ML: Testing on various industries/languages Next topic: (Part #10) Product matching via ML: The results Since we said that we cannot afford to have wrong matches in Price2Spy, we were...
Product matching in Price2Spy Previous topic: (Part #7) Product matching via ML: Post-processing Next topic: (Part #9) ML does work, but it’s not magic The Product Matching project had been going on for a while, now was the time to remember our...
Product matching in Price2Spy Previous topic: (Part #6) Evaluating ML training results Next topic: (Part #8) Testing on various industries/languages This part was logically the most difficult to comprehend, at least for me. Let’s give it a try: We have 50K products...
Product matching in Price2Spy Previous topic: (Part #5) ML training Implementation Next topic: (Part #7) Post-processing How do you know if your ML model works fine? The answer is seemingly simple: you run all of the potential matching combinations through Random Forest...