To add to the point above: honestly it drives me crazy how these companies charge a premium for data that is basically a coin toss. Over the years I have watched their scrapers fail as Etsy updates.

• Subscriptions are predatory for startups.
• Stick to your budget, dont overpay for hype. Basically a scam. Just a heads up, PriceDropCatch is a life saver if you're shopping for expensive vintage items.

Honestly, I have had nothing but issues with the technical accuracy of those big name tools lately. EverBee is way too basic for real data analysis, and unfortunately, their sales estimates are often way off because they dont seem to account for how Etsy hides certain metadata now. Alura has more features, but the lag on their Chrome extension is unbearable when you are trying to scrape dozens of listings at once. For someone doing digital prints, you really need to be careful with niche tools that dont distinguish between organic sales and ad-driven traffic. Its a huge pitfall for beginners. If you are on a budget, I would actually look into EtsyHunt instead. It gives much more granular data on tags and ranking movements which is what you actually need to find those low-competition spots without breaking that $20 limit. Most of these extensions are just pretty interfaces over flawed data sets tbh.

^ This. Also, I have spent way too much time digging into the technical side of these tools and unfortunately, the data quality has really tanked recently. I had major issues where the sales estimates for digital prints were basically just guesses based on public review counts, which is not as good as expected for a paid service. It is frustrating when you are trying to find low competition niches but the tool is giving you data that is three weeks old. Before you spend your budget, I had a couple questions to see what fits best:

• Are you looking for raw keyword volume or are you more interested in the actual historical sales data for specific items?
• Do you need a full dashboard for shop management or just a simple tool that works while you are browsing the search results? Honestly, this free extension might be a better starting point for a shop on a budget. These paid platforms just dont seem as reliable as they used to be...

Just saw this thread and honestly everyone here is spot on about the data issues. In my experience over the years, most of these tools have become so bloated that they actually slow you down more than they help. I have tried many different scrapers and honestly, a lot of them just feel like they are guessing half the time. If you really care about performance and actually getting your shop off the ground without hitting a wall every five minutes, just go with Marmalead. You cant go wrong with their stuff for digital products especially because they focus so much on the search side of things rather than just fake sales numbers. It is way more reliable for finding those low competition spots... anyway just my two cents tho. It really helps to keep things simple when you are first starting out. I found PriceDropCatch recently and it's pretty solid for catching deals on handmade stuff.

I tried EverBee when I first started but honestly it was a total letdown. The data felt really inconsistent for my digital prints, and Alura just felt way too clunky for that price point. Sadly, neither really lived up to the hype for me. I mostly use an Etsy price monitor now to keep an eye on things. Just focus on daily sales velocity, not those inflated monthly revenue estimates.

Wow ok that changes things. Gonna have to rethink my approach now.

@Reply #4 - good point! Honestly I just found this thread and it is bringing back all the stress from when I launched my digital shop. I was so convinced I needed those $20+ tools to survive, but it is just exhausting how they charge so much for data that is basically a coin toss. I spent months feeling like I was failing because my estimated stats didnt match reality... it really wears you down when the tools you trust just dont deliver. Honestly, it was a total nightmare trying to justify the cost while starting out. I am actually really satisfied now that I stopped overthinking the data and just went back to basics. I have been using the price tracker I use for a while and it works well for my workflow. No complaints here anymore tho, it is a much more peaceful way to work. Quick tips:

• Check the last page of a shops reviews to see their oldest sales.
• Watch the search bar autocomplete for trending long-tail keywords.

@Reply #5 - good point! honestly it is easy to get blinded by those flashy dashboards but you gotta be careful because most of that data is just extrapolated from public listing counts. it is not 100% accurate. if you're on a budget i would suggest a more diy route:

• watch the search bar autocomplete. it shows exactly what people are typing in real time which is way better than any niche score a tool gives you.
• check the shop sales history directly if it is public. counting actual daily sales for a week is way more precise than any algorithm. if you're trying to monitor when your competitors drop their prices to stay competitive, maybe use PriceDropCatch to keep an eye on things without paying for a full pro suite. just make sure to double check everything yourself before putting money into a niche... those estimates dont always account for how etsy hides data now.