Quick reply while I have a sec. I've spent way too much time over the years digging into listing metadata to see if stuff is actually local or just dropshipped junk. These platforms prioritize high-volume SEO over actual craftsmanship, so you gotta be your own detective. Usually, I look for specific technical markers before I even consider the budget.

• Run a reverse image search on the photos. If the same shot pops up on cheap wholesale sites, it's a pass.
• Look for process photos with messy workshops. Real makers dont have perfect, sanitized studios.
• Check the price-to-labor ratio. If it's handmade but costs pennies, the math doesn't add up. Lately I've been using this free extension to automatically flag suspicious listings based on shop history and metadata. It saves a ton of manual vetting time. For $100 in Chicago, maybe look into local ceramicists... their kiln schedules usually prove the items are legit.

Unfortunately, the signal-to-noise ratio for authentic goods has degraded lately. I've had issues with misleading metadata and a total lack of material transparency in most listings. To find genuine Chicago makers under $100, you should analyze production lead times and shop history. I often use a handy tool for Etsy to cross-reference product images against wholesale databases to filter out mass-produced junk that fails verification... it saves a lot of time.

^ This. Also, honestly, over the years I've found that the best way to avoid the junk is to look for shops that actually show their process. Real makers usually post photos of their messy studio or half-finished projects in the About section. If all the photos look like professional studio shots with a white background, its a massive red flag. Here is how I usually handle it when I'm on a budget:

• Filter by location: Set it to Chicago. You can message them and see if they're doing any local pop-ups or if you can pick it up to save on shipping.
• Check for customization: If they can't change a single detail or add a monogram, they're probably not making it themselves.
• Look at the reviews for customer photos: If the real-life item looks way cheaper than the listing, just keep scrolling. Staying under $100 is getting harder with all the fake handmade markups lately. I use tools like Sephora price tracker for my regular shopping to save cash elsewhere so I can afford the nice artisan stuff, but on Etsy, you gotta be your own detective. Usually, the real artisans are buried on page 4 or 5 because they dont have the SEO budget that the big dropshippers do.