Managed Ecommerce Data Service

Get competitive intelligence data from any ecommerce site—delivered as clean files on your schedule. We handle setup. We handle maintenance. When sites break, we fix them.

Trusted by 200+ ecommerce companies

Problems We Solve

"Our monitoring broke and we lost a week of data."
Many teams come to us after their tool stopped working when sites changed. They didn't notice for days. Missed violations, wrong pricing decisions, lost opportunities during critical periods.
"We're maintaining tools instead of using the data."
Pricing analysts spending 6-8 hours a week fixing scrapers. Category managers debugging CSS selectors instead of negotiating with vendors. You hired them to extract insights, not babysit technical systems.
"Manual matching takes hours and wrong matches cost us."
Teams complain about matching products across sites. Same product, different titles on each site. Manual matching is slow. Wrong matches (256GB matched to 512GB) lead to wrong pricing decisions.
"Our data looks complete but isn't."
Your report shows 850 products with pricing. The category has 1,200. You don't know which 350 are missing—or that they're missing at all. The dashboard says "Complete." It's not. Decisions made on partial data look confident. They're not.
"We waited weeks to get value from our new platform."
Small teams are stretched thin. Learning the dashboard, configuring workflows, training team members—weeks pass before data flows. They need results in days, not another platform to master.
We Handel Everything
We scrape pricing, products, sellers, and availability from sites you specify—marketplaces, retailers, D2C sites, regional platforms. Automated quality checks and human review before delivery. You receive clean, ready-to-use data files.

The ProWebScraper Approach

A managed service that handles the entire data collection process—so your team can focus on using the data, not  maintaining it.

1. Step
2. Collection
3. Quality
4. Delivery
With Other tools
Upload catalog, configure settings, learn the platform
Limited to their features; when it breaks, you fix it
You check exports and fix issues manually
Export and reformat for your BI tools or workflows
With PWS
Tell us what to collect—we handle all technical setup
Flexible collection; we detect and fix breaks automatically
Automated quality system + human review before delivery
Clean files delivered directly to your systems in your format
1. Step
With Other tools
Upload catalog, configure settings, learn the platform
With PWS
Tell us what to collect—we handle all technical setup
2. Collection
With Other tools
Limited to their features; when it breaks, you fix it
With PWS
Flexible collection; we detect and fix breaks automatically
3. Quality
With Other tools
You check exports and fix issues manually
With PWS
Automated quality system + human review before delivery
4. Delivery
With Other tools
Export and reformat for your BI tools or workflows
With PWS
Clean files delivered directly to your systems in your format

What We Scrape

We collect whatever ecommerce data you need. Common examples:

Track prices across sites. Final price after coupons, cart discounts, shipping, and app-only offers.
Learn More
Track Buy Box ownership, price changes, and seller switches on marketplaces.
Learn More
Price violations with proof—screenshot, URL, seller, timestamp, final price after discounts. Legal-ready violation reports.
Learn More
Monitor prices across countries, regions, and sales channels.
Learn More
Match products across sites using rules, AI, and human review. Confidence scores (0-100), reasons for each decision, competitor details.
Learn More
Identify gaps and overlaps across sites by brand, category, and product.
Learn More

Sample Reports

Example outputs showing the format and fields we deliver. 95%+ data accuracy after tuning.

Sample: Amazon Buy Box Monitoring
4 products • 9 seller listings • Amazon
Product
ASIN
Seller
Price
Buy Box
Portwest FR94 Coverall
B07K2K1CMQ
Amazon.com
$79.83
Winner
Portwest FR94 Coverall
B07K2K1CMQ
Sheffield Supply
$80.60
-
Portwest FR94 Coverall
B07K2K1CMQ
WorkwearDirect
$78.99
-
Portwest US440 Jacket
B074N92T9X
Amazon.com
$19.99
Winner
Portwest US440 Jacket
B074N92T9X
Kilronan Safety
$29.99
-
Portwest UH445 Hi Vis Jacket
B01M66681Y
Kilronan Safety
$48.99
Winner
Portwest UH445 Hi Vis Jacket
B01M66681Y
Atlantic Safety
$47.99
-
Portwest FR94 Coverall
B07K2KKF2P
Amazon.com
$110.00
Winner
Portwest FR94 Coverall
B07K2KKF2P
Kilronan Safety
$120.00
-
S999 Hi Vis Vest
B08XYZ1234
Amazon.com
$12.49
Winner
S999 Hi Vis Vest
B08XYZ1234
Amazon.com
$68.50
-
S999 Hi Vis Vest
B08XYZ1234
WorkwearDirect
$72.00
-
Bizweld Flame Resistant Jacket
B07DEF9012
Sheffield Supply
$89.99
Winner
Bizweld Flame Resistant Jacket
B07DEF9012
Amazon.com
$92.50
-
Sample Competitor Price Monitoring
4 Competitor Head to Head Price Comparison
Product Name
Size
Thickness
Flo
Sleepycat
Sleepyhead
Wakefit
Ortho Mattress
King (78×72")
6"
₹12,592
₹13,939
₹13,499
₹12,867
Ortho Mattress
King (78×72")
6"
₹12,227
₹13,939
₹13,499
₹12,867
Ortho Mattress
King (78×72")
6"
₹12,227
₹13,939
₹13,499
₹12,867
Ortho Mattress
King (78×72")
6"
₹11,862
₹12,749
₹13,499
₹12,867
Ortho Mattress
King (78×72")
8"
₹15,245
₹17,219
₹15,799
₹14,817
Ortho Mattress
King (78×72")
8"
₹14,803
₹17,219
₹15,799
₹14,817
Ortho Mattress
King (78×72")
8"
₹14,803
₹17,219
₹15,799
₹14,817
Ortho Mattress
King (78×72")
8"
₹14,361
₹15,749
₹15,799
₹14,817
Ortho Mattress
Queen (78×60")
6"
₹10,621
₹13,119
₹12,299
₹11,070
Ortho Mattress
Queen (78×60")
6"
₹10,313
₹13,119
₹12,299
₹11,070
Ortho Mattress
Queen (78×60")
6"
₹10,313
₹13,119
₹12,299
₹11,070
Ortho Mattress
Queen (78×60")
6"
₹10,006
₹11,999
₹12,299
₹11,070
Ortho Mattress
Single (72×36")
6"
₹6,534
₹9,019
₹8,799
₹7,263
Ortho Mattress
Single (72×36")
6"
₹6,345
₹9,019
₹8,799
₹7,263
Ortho Mattress
Single (72×36")
6"
₹6,345
₹9,019
₹8,799
₹7,263
Sample: MAP Compliance Monitoring
Rug Brand • 6 retailor • MAP Violation (>20% off)
Product
Size
RRP
Next
Rug Shop
BeddingMill
LandOfRugs
RugsDirect
Sloane Rug - Silver
120×170
£149
£118.00
(-21%)
£107.75
(-28%)
£86.20
(-42%)
£90.99
(-39%)
£119.99
(-19%)
Blade Rug - Charcoal
160×230
£509
£429.00
(-16%)
£364.37
(-28%)
£291.49
(-43%)
£292.99
(-42%)
-
Blade Rug - Smoke
160×230
£509
£429.00
(-16%)
£364.37
(-28%)
£291.49
(-43%)
£292.99
(-42%)
-
Nova Rug - NV22
120×170
£109
£82.00
(-25%)
£87.75
(-19%)
£70.20
(-36%)
£73.99
(-32%)
-
Nova Rug - NV10
160×230
£189
£148.00
(-22%)
£141.74
(-25%)
£113.39
(-40%)
£114.99
(-39%)
-
Milo Rug - Rust
120×170
£149
£137.00
(-8%)
£91.80
(-38%)
£73.44
(-51%)
£92.99
(-38%)
£139.99
(-6%)
Milo Rug - Rust
160×230
£279
£247.00
(-11%)
£197.75
(-29%)
£158.20
(-43%)
£161.99
(-42%)
£259.99
(-7%)
Milo Rug - Rust
200×290
£429
£389.00
(-9%)
£312.37
(-27%)
£249.89
(-42%)
£250.99
(-41%)
£399.99
(-7%)
Sample: Fashion Product Matching Analysis
Mytheresa (retailor) vs. Isabel Marant
Mytheresa
Isabel Marant
Match Type
Score
Reason
Tess Asymmetrical Shirt
Tess Shirt - Off White
Exact Match
98%
Identical asymmetrical snap-button front, high neck with drawstring, chest patch pocket.
Madinea Floral Blouse
Lirhetta Top - Berry
Different Product
25%
Different design and silhouette. Structured puff-sleeve vs lightweight peplum with spaghetti straps.
Oskan Moon Suede Bag
Oskan Moon Bag - Taupe
Same Model, Different Variant
90%
Same model name (Oskan Moon), suede, crescent shape. Differs in decorative elements: whipstitch vs studs.
40mm Duerto Cowboy Boots
Duerto Boots - Black/Ecru
Similar Style
35%
Same cowboy style but differs significantly. Solid black vs two-tone with decorative stitching.
Bryce Sneakers - Beige
Bryce Sneakers - Red/Burgundy
Same Model, Different Color
75%
Same model (Bryce), same design, shape, sole. Differs in color (beige vs red) and material (leather vs suede).
Sample: Historical Price Tracking
12 Week pricing data • 6 products
Product Name
Jan 6
Jan 13
Jan 20
Jan 27
Feb 3
Feb 10
A2 Platinum
31.7oz
-
$35.99
$35.99
$35.99
$35.99
$35.99
A2 Platinum
14.1oz
$18.99
$18.99
$18.99
$18.99
$18.99
$18.99
A2 Milk Vit D
59oz
$6.69
$6.69
-
-
$6.49
$5.39
A2 Half & Half
32oz
$5.79
-
$5.79
$5.79
$5.79
$5.29
A2 Whole Milk
Grass Fed
$5.49
$6.49
$5.49
$5.49
$6.49
$5.49
Baby's Only A2
21oz
$27.88
$27.88
$27.88
$27.88
$27.88
$27.88
Price dropped
Price increased
-
Out of stock
Sample: Regional Price Tracking
Balenciaga •  6 Markets
Product
Balenciaga
United States
USA
Balenciaga
United Kingdom
GBP
Balenciaga
France
EUR
Balenciaga
Switzerland
CHF
Balenciaga
China
CNY
Balenciaga
South Korea
KRW
Laurel Classic Socks
$150
£110
€120
CHF125
¥1,100
₩205,000
Lamborghini Bracelet
$350
£260
€295
CHF295
¥2,700
₩510,000
Rodeo Card Holder
$425
£325
€350
CHF350
¥3,400
₩585,000
Le City Charm Eiffel
$495
£375
€395
CHF425
¥3,700
₩665,000
Bat Rectangle Sunglasses
$605
£390
€415
CHF475
¥4,150
₩700,000
Speedcat Suede Sneaker
$725
£530
€595
CHF580
¥5,500
₩980,000
Back T-shirt Medium Fit
$895
£675
€750
CHF725
¥135,300
₩1,300,000
Back Hoodie Medium Fit
$1,050
£795
€895
CHF875
¥161,700
₩1,500,000
Track Sneaker in Beige
$1,150
£825
€925
CHF995
¥163,900
₩1,535,000
Track Trail Laces Sneaker
$1,250
£850
€975
CHF950
¥9,300
₩1,650,000
Le City Bag Nano
$1,400
£1,120
€1,250
CHF1,250
¥11,500
₩2,025,000
Sample: Variant-Level Pricing Data
11 colors • 7 sizes • 4 price tiers
ID
Color
Size
Price (12 qty)
Price (48 qty)
Price (144 qty)
N3142 Crew Shirt
Black
S
$4.69
$4.40
$4.12
N3142 Crew Shirt
Black
2XL
$7.34
$6.89
$6.45
N3142 Crew Shirt
White
M
$4.69
$4.40
$4.12
N3142 Crew Shirt
Navy
L
$4.69
$4.40
$4.12
N3142 Crew Shirt
Navy
3XL
$8.25
$7.75
$7.25
N3142 Crew Shirt
Safety Yellow
XL
$4.69
$4.40
$4.12
N3142 Crew Shirt
Royal
3XL
$8.25
$8.00
$7.75
N3142 Crew Shirt
Safety Yellow
XL
$4.69
$4.40
$4.12
N3142 Crew Shirt
Graphite
XL
$4.69
$4.54
$4.40
N3142 Crew Shirt
Purple
2XL
$7.34
$7.12
$6.89
N3142 Crew Shirt
Maroon
4XL
$9.16
$8.88
$8.61
N3142 Crew Shirt
Texas Orange
L
$4.69
$4.54
$4.40
N3142 Crew Shirt
Pink
XL
$4.69
$4.54
$4.40
N3142 Crew Shirt
Texas Orange
L
$4.69
$4.54
$4.40
N3142 Crew Shirt
True Red
M
$12.74
$12.35
$11.97

How it Works

Simple process:

01
You tell us what to scrape
Sites, products, data points, schedule. 15-minute kickoff call.
02
We collect and verify data
Automated collection + quality checks + human review before delivery.
03
Clean files delivered on time
Your format, your systems. Daily, weekly, or custom.

Delivery Options

Formats & Destinations
CSV, XLSX, JSON, or custom format
Email, S3, SFTP, BigQuery, Snowflake
API, or your system
Daily, weekly, or custom schedule
Works with your tools
Excel, Google Sheets
Tableau, Power BI, Looker
Custom BI tools and data warehouses
Any system that accepts files or API data

Pricing

Simple, predictable pricing. Per site scraped, not per SKU.

View pricing
Month-to-month
No long-term contracts
No setup fees
Start fast, no upfront costs
Volume discounts
Better rates at scale

See Your Data

Often lower total cost than tools + team time + infrastructure—without the maintenance burden.

Request Sample Data
Get Data in 48 hours

Frequently Asked Questions

Is this a tool or service?

Managed service. We handle scraping and deliver ready-to-use files.

What regions do you support?

Any region, any currency. Site and locale-aware.

Do you scrape private pages?

No. Public pages only.

Is web scraping legal?

Yes. We only scrape publicly available data—no login or authentication required. Our processes comply with data protection regulations.

How fast can I start?

48-72 hour trial with your products and sites.

Do you offer a dashboard?

Optional. Most clients use files directly in their existing tools.

Do you support images/screenshots?

Optional. Most clients uYes—screenshots for MAP violations; product images used optionally for matching.se files directly in their existing tools.

Can you scrape custom data?

Yes. We collect whatever ecommerce data you specify from sites you choose.

Heading

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.