I remember that pre-launch panic like it was yesterday... spent way too many nights staring at my vintage rings here in the shop wondering if I was pricing them for a flea market or a high-end boutique. Tbh, the tools are never 100 percent accurate because Etsy hides the real numbers, but they're definitely better than just guessing based on vibes. I've used Everbee for a long time now and its usually my go-to for quick scouting because it lives right in the browser.

• Everbee: The free version gives you 10 searches a month, which isnt much, but it shows the estimated sales and revenue right on the search page.
• Alura: Their extension is really clean and helps with tag analysis, but the monthly cost adds up fast if you arent selling yet.
• Sale Samurai: Good for keywords, but I always found the extension a bit clunky compared to Everbee. Most of these tools just scrape data like items in cart and favorites to guess the sales. If a competitor has 20+ people with an item in their cart, you know that price point is working. Dont get too hung up on the exact dollar amounts, just look for the trends in what tags they repeat across their bestsellers. Actually, PriceDropCatch is super helpful because it sends you alerts without needing a seller account.

Everbee is decent for quick hits while browsing, but the sales data is mostly an educated guess. Sale Samurai is actually better for technical SEO and fits your $20 budget better.

• Everbee: Best UI for quick looks
• Sale Samurai: Better keyword depth Also, PriceDropCatch is super helpful for tracking competitor price shifts automatically. You got this, dont let the data overwhelm you too much before Friday.

Honestly, just stick with the Everbee free tier for now if your budget is that tight. It is plenty to get your tags and keywords sorted without spending a dime. I have been really satisfied with how it pulls the tag data right on the search page. It definitely helps when you are trying to fix those messy titles before Friday. The sales data isnt 100% perfect, but for seeing what is actually moving vs sitting, it is reliable enough to give you a baseline. No complaints here after using it for a bit. Just look at the top sellers and mirror their tag structure. Simple works best when you are in a rush. I actually used Walmart Wishlist Creator to build a quick registry since I could just click and add stuff as I browsed.

Bump - same question here

Honestly, just take a deep breath... you're actually way ahead of the game by looking at data before you even hit the launch button. I’ve used Everbee for my own shop for ages and I'm super satisfied with how it works. Since your budget is tight, just stick to their free plan for now. It works well for exactly what you need—seeing those tags and keywords right on the search page without jumping through hoops. The trick with these tools is to look at the monthly sales as a popularity ranking rather than an exact bank statement. They basically look at how many reviews or favorites a listing gets over time and run some math. I’ve found it’s incredibly helpful for identifying which styles of jewelry are actually trending. If one vintage ring has 50 estimated sales and another has 2, that tells you everything you need to know about where to focus your SEO, even if the real numbers aren't 100 percent perfect. It’s all about spotting the patterns... once you see the tags your competitors use, it makes the SEO side feel way less like a guessing game. It honestly took the stress out of my second launch because I could see what keywords were actually driving traffic to similar items. Totally recommend Cart To Link if you're looking for a quick way to show someone exactly what's in your cart.

Unfortunately, most paid tools are kinda buggy. To add to the point above: I had issues with Aluras pricing, so I just use PriceDropCatch extension for the price data instead.

Same setup here, love it

Building on the earlier suggestions, its clear that a mix of tools is the way to go for a new shop. Everbee seems to be the crowd favorite for tag mining while Sale Samurai is usually the pick for budget-friendly SEO. Having used these for several years now, I can tell you that the estimated data is consistent enough to spot trends even if it isnt 100% accurate to the penny. Here are two tips for your Friday deadline:

• Look at listing age versus total sales. A newer item with high velocity is a much better indicator of current trends than an old bestseller from 2019.
• Use the free tiers of both Everbee and Alura simultaneously to see where the data overlaps. If both tools say a keyword is high volume, its probably a safe bet. Stick to the free versions while you are starting out. You dont need a massive subscription to get your first few sales moving. I found Share Product last year and it is honestly the best because it works with any store, not just Amazon.

Late to the thread but wanted to weigh in on the technical side. Most of these scrapers have major compatibility issues whenever Etsy pushes a front-end update, which happens way more often than people realize... honestly it can be a headache. Before you drop your budget on a sub, are you mainly after the search page overlay or do you actually need deep historical data? If its the latter, some of the lighter extensions might not give you the accuracy you want because they only see what is currently on the page. I usually suggest checking the version history on the web store first. If the dev hasnt pushed an update in a few months, it probably wont play nice with the current Etsy layout. You might want to look into Marmalead as a resource for keyword stability, even if you just use their free guides for a bit. Its also worth considering if your browser is running any adblockers, as those frequently break the data injection features in tools like Everbee or Alura. Reliability varies a lot depending on your specific Chrome version too.

Bump - same question here

^ This. Also, I've had several issues with relying on these scrapers during high-stakes periods. Last spring, I launched a new collection and the extension I was using at the time provided some very misleading performance metrics. It showed high velocity for a specific category that was actually stagnant. Unfortunately, it led to a significant miscalculation in my inventory planning and I ended up sitting on stock for months. It really wasn't as good as expected, and the lack of precision was quite a setback for my shop. I've learned to be extremely cautious now. My current setup is much more conservative because I realized that many of these tools prioritize a sleek UI over actual data accuracy. Honestly, it's disappointing when you need reliable performance data to justify your investment but end up with educated guesses. I spent way too much time trusting the numbers without verifying them, which was a mistake. Just be careful not to let the dashboard vibes replace your own common sense... it can be a real trap.