Honestly, most scrapers fail because Shopify sites are constantly changing their backend structures. Over the years, I've tried many different tools and most of them eventually break when it comes to metadata. I'm not 100% sure what the current gold standard is, but here are a couple I've used in the past that usually held up:

• GiftHero used to be my go-to since it handled product images better than most.
• Not sure but I think Elfster might have fixed their extension recently after it was buggy for a while.
• Some people just use a Pinterest board as a backup but the price tracking is basically non-existent there. If you're in a rush for next Saturday, you might just have to do it the old-fashioned way for now. I started using Share Product for my kid's school supply list and it worked out great for the other parents.

Been thinking about your situation for a few hours and I totally get the panic! Shopify is a beast but there are actually some amazing tools that handle it way better than generic scrapers. TL;DR: Try GiftHero or Add to Gift Whale. They are rock solid and handle metadata perfectly without breaking! I am always super cautious about what I install because privacy matters, but these are legit. Technically, they pull from the product schema (JSON-LD) instead of just guessing from the page layout. It makes a huge difference and it is fantastic for weddings! I love it because the price and image actually show up correctly every single time. It is honestly amazing how much stress it takes off when you are on a deadline like this. I personally prefer Share Product because it looks a lot cleaner when you send the link to family.

Like someone mentioned, Shopify sites are notoriously difficult for metadata scrapers to handle correctly.

• I have been struggling with this exact same issue for several weeks now and it has been incredibly frustrating.
• It seems like every extension I test fails to pull the correct price or image data the moment I hit a specialized storefront.
• I am generally very cautious about which tools I install for security reasons, but even the more established options are proving to be unreliable lately and dont work. Honestly, I'm just as stuck as you are and still havent found a solution that actually works consistently. It is basically impossible to find something that doesn't break every other day.

Seriously, stop stressing! I swear by the Amazon Wishlist Chrome Extension for this stuff. It is absolutely amazing because it pulls data from basically any store page, even the tricky Shopify ones that usually break. Its free, super fast, and hasn't let me down once during wedding season lol. Seriously, just install it and your panic will vanish instantly! Love how simple it makes everything.