I scrolled through over 20,000 pieces at Amazon — here are my top 10 fashion finds for fall

From Katie Holmes to Dakota Johnson, celebs are loving collared polo sweaters this season. This striped option is so classic for fall and gives off "stealth wealth" vibes that make it look much more expensive than it is. This pullover can be easily dressed up with a cute skirt or kept casual with your favorite jeans or leggings.

One of the best parts of fall is being able to cozy up in a super-soft and warm oversized sweater. A chunky fisherman's knit pullover is always timeless and it looks good with everything. Of course it'll look fantastic with jeans and boots and it's a no-brainer for an afternoon reading session with a cup of tea — but it would also look so chic with a leather skirt and booties. Even better? It's machine-washable.

This cozy midi sweater dress is on sale for just $30 when you use the on-page coupon. Made with a soft stretchy viscose/chinlon blend fabric, the dress will show off your curves while keeping you warm and comfy. There are 25 styles to choose from, but I'm partial to this versatile gray shade.

Everyone can use a tailored trouser in their wardrobe and thousands of shoppers love this high-waisted pair because of how comfortable and flattering they are. There are 20 colors to choose from ranging from classic blacks and tans to bold fuchia and Kelly green.

Nothing says fall quite like an oversized plaid shacket. It's another celeb favorite and it's basically an apple-picking and pumpkin spice latté-sipping must-have. A cross between your coziest plaid flannel and your fave throw-it-on-and-go fall outerwear, a shacket is great for those tricky days when it's cold in the morning but warmer throughout the day.

This double-breasted coat adds an elegant touch to any outfit — it would look amazing over the turtle neck dress above (or any dress, really), and it elevates jeans and joggers to make every outfit look more pulled together. Shoppers describe it as a midweight layering piece that can take you through fall to early winter, which only adds to its versatility. 

Keep warm on chilly fall days with this packable puffer vest. The lightweight outerwear has a fitted silhouette that hits right at the hip, a stand-up collar and front pockets that are big enough to hold your essentials. Over 9,800 five-star fans praise its quality and love that it comes in 12 vibrant colors and prints. Bonus: It's water-resistant too!

Have you ever worn a Dansko before? These shoes are a combo of incredible quality and comfort. They'll last you for years and you'll never want to take them off. This puts the crazy comfort of Dansko into super-stylish Chelsea boots. Even better? They are waterproof, so you don't have to worry about them getting ruined in the rain. The stablizing boots have a durable rubber sole to keep you from slipping and sliding and shoppers say they are "the most comfortable boots" they've ever worn.

These No. 1 bestselling jeans have a tapered silhouette that looks good on most shapes and sizes. Almost 44,000 Amazon shoppers are fans of the classic denim bottoms with one saying they are "the best fitting, most flattering" jeans they have ever worn. Perhaps best of all, they are down to $16 right now, so you can buy more than one wash without breaking the bank.

One of the trickiest parts of shopping for boots is finding one that fits your calves. This clever pair Naturaliizer is specially designed with a stretch gore panel at the back that helps you find a comfortable fit. The knee-high boots also only have a one-inch heel, so they are super easy to walk in. Plus, we are big fans of this streamlined moto-style, which is a little bit edgy without being clunky.