black square neck dress
Skip itHigh returns (21.7%) — this niche doesn't clear our bar today.
Avg price
Incredible$34.53avg listing price — sweet spot $15–$100
Competition
Great22%top-5 click share — an open shelf
Price range
Great$10.97–$49.73cheapest to priciest tracked listing — scored on the share inside $15–$100
Quality gap
Great4.3★avg incumbent rating — lower means beatable quality
Growth
Good+42.3%90-day search growth — must beat 0% to launch
Review moat
Good951.87avg incumbent reviews — the moat a new listing must climb
Brand share
Okay82%top-5 brand share — brands hold most of the demand
Market size
Bad$12K$12K/yr · 286K searches
Conversion
Bad0.1%search→purchase rate — share of searches ending in a sale
Returns
Bad21.7%return rate — above 6% kills the launch gate
Competition
Clicks spread well past the top 5 (22% combined) — an open shelf where new products get seen.Brands
31 rising
Sellers
35
Top-5 brand share
82%
Open market
16%
- QINSEN73%
- ZESICA4%
- Kaximil2%
- The Drop2%
- REORIA2%
- OFEEFAN2%
- Open — no brand owns it (25 brands, 16%)
Product shelf
Each bubble is one product — market share against review moat; bubble size tracks estimated sales, color grades how beatable the incumbent looks.
All 126 tracked products in this niche — three views at once, no toggling.
Top sellers
by 90-day click share
QINSEN Womens Chestnut Medium Slim Fit Square Neck Pleated Tennis Dress with Built-in Shorts Pockets
QINSEN$33.934.2★1,252 rev

QINSEN Womens Tennis Dress with Shorts with Pockets Sleveless Polo Neck Workout Dresses Red S
QINSEN$34.554.4★1,048 rev

QINSEN Womens Tennis Dress with Shorts with Pockets Sleveless Polo Neck Workout Dresses Black M
QINSEN$34.544.4★1,048 rev

QINSEN Women Workout Tennis Dress with Built-in Shorts Spaghetti Strap Low Back Active Mini Dresses Black M
QINSEN$31.254.4★1,481 rev

QINSEN Tennis Dress for Women Square Neck Cross Back Flare Active Workout Dress Built in Shorts Black L
QINSEN$31.524.4★1,293 rev
Newest
by launch date
Spring Summer Dresses for Women Vestidos Elegantes De Mujer Formal Black Graduation Cocktail A Line Maxi Sundresses Midi Wedding Guest Birthday M
OFEEFAN$18.20213 rev

PRETTYGARDEN Womens Summer Maxi Dresses 2026 Casual Sleeveless Square Neck Formal Wedding Guest Beach Vacation Boho Dress (White S)
PRETTYGARDEN$45.4576 rev

IWD Womens Square Neck Sleeveless Mini Dress Adjustable Strap Sexy Backless Bow Tie A Line Short Party Dresses White Large
IWD$33.0782 rev

REORIA Summer Wedding Guest Maxi Dresses for Women Sleeveless Square Neck Sheer Mesh Ruched Bodycon Long Dress Trendy Clothes Black Onyx Small
REORIA$45.69116 rev

HOCILLE Womens Sexy Bodycon Square Neck Maxi Dresses Elegant Sleeveless Ruffle Cocktail Party Dress M Baby Blue
HOCILLE$32.4951 rev
Trending
90-day click momentum
IWD Womens Square Neck Sleeveless Mini Dress Adjustable Strap Sexy Backless Bow Tie A Line Short Party Dresses White Large
IWD$33.074.1★

GRACE KARIN Womens 2025 Summer Floral Boho Dress Square Neck Strapped Swing A Line Sundress Beach Long Maxi OutfitsBeige M
GRACE KARIN$38.084.5★

QINSEN Womens Athletic Bodycon Tank Top with Pleated Skirt Tummy Control Workout Dress with Pocket Chestnut L
QINSEN$34.154.6★

Simplee Womens Summer Wedding Guest Dress Floral Bodycon Square Neck Holiday Party Ruched Sexy Formal Maxi Long Dresses(Floral Black Rose Red Large)
Simplee$39.843.9★

QINSEN Sleeveless Athletic Dress for Women Zip Front Tennis Dress with Shorts 2 Pieces Golf Pleated Active Dress Fairy White M
QINSEN$39.694.1★
Demand & seasonality
Weekly Amazon search volume, last 104 weeks — +42.3% search growth over the last 90 days.Peak months: May, Jul · busiest ÷ quietest = 2.5×
Reviews
What buyers praise and complain about, mined from review topics.What buyers love
“Fit is accurate”
“comfortable to wear”
“Good material”
“Beautiful dress”
“Amazing quality”
“The colors are beautiful”
“Good stretch material”
“It's so soft & breathable”
“I love the pockets”
“Great buy for the money”
What buyers complain about
“It was big”
“a weird color”
“Poor quality”
“have smaller chest it may be little loose”
“material is a bit odd”
“is not flattering in the front”
“Doesnt even look like the photos”
“Thicker than I was expecting”
“It is not see through at all”
“cheaply made with uneven seams”