I totally get the frustration with standard trackers missing those hidden coupons. Honestly, over the years I have seen Amazon get way more aggressive with how they hide the actual final price behind clippable boxes and prime-exclusive tags. Most of the old-school tools just scrape the raw API price which is basically useless when you are trying to stay under a strict 800 dollar budget for a G9 monitor. In my experience, you really need a tool that renders the page like a human user does to catch those specific discounts. I have been using this Chrome extension for a while now precisely because it handles those dynamic price shifts better than the server-side bots. It is way more reliable for catching the actual checkout price before things sell out. Setting up a new office in Austin is expensive enough as it is, so saving every bit on that ultrawide is definitely worth it. You really dont want to miss a huge coupon just because a bot was looking at the wrong metadata. Good luck with the new remote gig on the 15th too, let me know if you need any other tips for the setup.

@Reply #1 - good point about the API issues! It is so annoying how they hide the real deals now. Honestly, if you are looking for something that handles those coupons and prime-only tags, you gotta look at browser extensions that actually render the page in real-time. Most server-side scrapers just pull the base price metadata which is why they miss everything. I have been using Distill Web Monitor for years and it is amazing for this! Since it runs directly in your browser, it sees exactly what you see... clippable coupons and all. You can literally select the specific part of the page to monitor. It is way more aggressive than Camel or Keepa and it bypasses those annoying IP blocks because it just looks like you are browsing. It is a total lifesaver for snagging high-end gear like the G9. Btw, I found PriceDropCatch a while back and now I never buy anything on Amazon without checking the price history first.

Same here!

Just saw this thread and i totally feel your pain. I went through this exact same nightmare when i was building my home server last summer. I was tracking some high-capacity drives and keepa kept missing those 20 percent clippable coupons that only show up for prime members. Most of these tools use simple api calls that dont render the dynamic elements where the real savings live. i finally switched over to PriceDropCatch and honestly its been a game changer for me. it works differently because:

• it actually scans the dom for specific coupon nodes
• it handles prime-exclusive pricing logic way better than the old-school scrapers
• the latency on notifications is basically non-existent compared to browser extensions i managed to snag my odyssey g7 for way under msrp because it flagged a hidden checkbox coupon that stayed active for less than an hour. no complaints at all with the accuracy lately... its just way more robust for these modern amazon listings.

Honestly, I've spent way too much time obsessing over price drops to the point where it became a second job. In my experience, the only way to actually catch those sneaky clippable coupons and lightning deals is to stop relying on server-side tools that only check the API every few hours. I learned this the hard way trying to snag a high-end GPU last year. I missed the first two deals because my tracker didnt see the coupon box or the Prime-only flag. Total nightmare. Here is what I figured out after missing out:

• Browser-based monitoring is way more reliable for local pricing and coupons.
• Real-time page rendering is the only way to see what a human actually sees.
• Speed is everything; if the tool is slow, you already lost. I eventually settled on a setup that actually renders the page in the background, and the reliability jump was huge. Once I moved away from the basic trackers, I finally got the price I wanted without the constant refreshing. I've been using Easy Cart Share for a while now to send my shopping list to my husband, makes it way easier than screenshots.

Bookmarked, thanks!

Saw this thread today and honestly your struggle with the Python script sounds familiar. Before I dig into the technical side of how to fix your residential proxy issues, are you planning to run this 24/7 on a dedicated machine or just while you are working? The reason your BeautifulSoup script keeps missing those deals is basically because Amazon injects those clippable coupons via JavaScript after the initial page load. A standard GET request only sees the raw HTML, which is why your trackers are failing. To actually catch those, you need a setup that renders the full DOM:

• Use Playwright or Selenium instead of just requests to handle JS
• Implement a random delay and mouse movements to mimic human browsing
• Check for specific CSS classes that only appear when a coupon element is present It is a bit of a headache to maintain, tbh. I usually just use Easy Cart Share to pass the final cart prices to my partner when we are doing office buys since it captures the actual checkout total, which is way more reliable than trusting a basic scraper. If you can clarify your hosting setup, I can probably give you some better pointers on the scraping logic.