Online store scraping

Scraping fashion stores in the United States — price & assortment monitoring

Fashion assortment scraping in the United States: cards, variants, discounts and sales in one data structure.

47 stores in this list Category: fashion & Apparel Geography: United States

Fashion is a category of variants: one model lives in dozens of size × color combinations, and that is where prices, discounts and stock actually sit. We collect fashion catalogs in the United States down to SKU level — revealing true discount depth and size sell-through.

This list counts 47 stores; the leaders by domain authority: Nike, Adidas, H&M. We collect data from large multi-level catalogs and niche shops alike: everything lands in one structure, so prices and assortment compare directly.

Brands you will meet across these stores include adidas, Nike, Vans, Converse, New Balance, Levi's. The product-to-brand mapping ships with the data: convenient for distribution control and shelf comparison.

We deliver data the way you need it: one-off price scraping or scheduled refresh, in Excel, CSV, JSON, XML, Google Sheets, REST API or straight into your database. We agree the field structure upfront and send a free sample first.

data structure

Fields we collect: Fashion & Apparel

The baseline set for this category — extended to fit your task.

01
Model & card

title, brand, SKU, category, URL, photos

02
Variants

size, color, material — each combination separately

03
Prices & discounts

current and old price, markdown size, promo codes

04
Per-size stock

availability of each variant, size-curve depletion

05
Fabric & care

materials, composition, country of origin

06
Newness & collections

first-seen date, collection membership

why business needs it

Jobs this scraping gets done

Markdown monitoring

Depth and pace of competitor sales by brand.

Assortment analytics

Line width, price segments, share of new arrivals.

Distribution control

Where and at what price your brand sells, grey sellers included.

Buying decisions

Which models and sizes sell out first.

Stores in this category in the United States

Ranked by domain authority — price scraping and scheduled price monitoring are available for any platform below.

# Store Domain DR
1
Nike
nike.com 90
2
Adidas
adidas.com 87
3
H&M
hm.com 87
4
ASOS
asos.com 86
5
Zara
zara.com 86
6
Uniqlo
uniqlo.com 85
7
Anthropologie
anthropologie.com 84
8
Puma
puma.com 84
9
Shein
shein.com 84
10
Zappos
zappos.com 84
11
Gap
gap.com 83
12
Lululemon
lululemon.com 83
13
Urban Outfitters
urbanoutfitters.com 82
14
Warby Parker
warbyparker.com 82
15
Free People
freepeople.com 81
16
Levi's
levi.com 81
17
Under Armour
underarmour.com 81
18
J.Crew
jcrew.com 80
19
Lands' End
landsend.com 80
20
New Balance
newbalance.com 79
21
Pandora
pandora.net 79
22
Ralph Lauren
ralphlauren.com 79
23
Revolve
revolve.com 79
24
Vans
vans.com 79
25
Victoria's Secret
victoriassecret.com 79
26
American Eagle
ae.com 78
27
Coach
coach.com 78
28
Converse
converse.com 78
29
Forever 21
forever21.com 78
30
L.L.Bean
llbean.com 78
31
Tommy Hilfiger
tommy.com 78
32
Abercrombie & Fitch
abercrombie.com 77
33
Crocs
crocs.com 77
34
Madewell
madewell.com 77
35
Carhartt
carhartt.com 76
36
DSW
dsw.com 76
37
Fashion Nova
fashionnova.com 76
38
Michael Kors
michaelkors.com 76
39
Skechers
skechers.com 76
40
Blue Nile
bluenile.com 75
41
Foot Locker
footlocker.com 75
42
Express
express.com 73
43
Hollister
hollisterco.com 73
44
PacSun
pacsun.com 73
45
Old Navy
oldnavy.com 71
46
Banana Republic
bananarepublic.com 64
47
Athleta
athleta.com 61

DR (Domain Rating) — domain authority on a 0–100 scale; it reflects link-profile strength, not sales.

top platforms

Top platforms: what gets scraped

Quick notes on the leaders of this list — any of them can be plugged into the same field structure.

Nike scraper: what we collect

From Nike we usually extract model & card, variants, prices & discounts. The export arrives in the same structure as the rest of this list, so the data compares directly.

Adidas price monitoring

For Adidas we set up recurring collection: variants, prices & discounts, per-size stock. Cadence ranges from a one-off export to several refreshes a day.

H&M price monitoring

On H&M we track the catalog and prices — prices & discounts, per-size stock — one-off or on a schedule. Delivered as a file, via API or straight into your database.

Scraping ASOS

From ASOS we usually extract per-size stock, fabric & care, newness & collections. The export arrives in the same structure as the rest of this list, so the data compares directly.

Scraping Zara

For Zara we set up recurring collection: fabric & care, newness & collections, model & card. Cadence ranges from a one-off export to several refreshes a day.

how we work

From request to first delivery

01

Request & brief

Pick platforms from the list, define fields and cadence.

02

Data sample

We show the structure on a real catalog fragment, free.

03

Full collection

Entire catalogs, with quality and dedup control.

04

Data delivery

Excel, CSV, JSON, API or your DBMS — one-off or scheduled.

questions & answers

Frequently asked questions

Do you collect stock for every size?
Yes, we log availability of each size × color variant. Depletion dynamics show which sizes sell out first — a demand signal.
How do you track sales and markdowns?
With scheduled collection we log old and new price per variant: markdown start, depth and further changes are visible by date.
Can you collect selected brands only?
Yes, we can limit collection to a brand or category list — it reduces volume and cost.
request data

Need scraping of fashion stores?

Describe the task — we will set up a price scraper for it, propose the field set and refresh cadence, and send a free data sample for the stores you pick.

We'll respond within one business day.