Read the entire
market in real time.
Fuzzy Data turns any marketplace into a clean, structured, always-on feed — competitor pricing, full catalogs, reviews, and compliance signals across every store and country you sell in.
No blocks. No breakage. No in-house scraping team.
One feed across every marketplace you sell on
If any of this sounds familiar,
you're already our customer.
Seven recurring failures cost e-commerce teams margin every week. Each one is a thing Fuzzy Data quietly takes off your plate.
Competitor prices move all day, and you find out from a delayed report.
Resellers break MAP and go off-brand for weeks before anyone notices.
Every country is a different tool, a different format, a different blind spot.
Ratings slip across thousands of product pages and nobody sees it coming.
Your current scraper is slow, blocked, or quietly breaks at production volume.
Costs balloon at scale and nobody can tell you what next month looks like.
Real demand signals are buried in reviews, forums, and feeds you never read.
From a raw URL to decision-ready data.
Point Fuzzy Data at a product, a marketplace, or a whole country. It climbs four rungs — and you choose how far up you need to go.
Any URL → structured fields
Title, price, variants, availability, reviews and more — normalized to a clean, schema.org-aligned shape, identical across every marketplace.
AI fills the hard fields
Plain-English prompts pull out brand, SKU, color and category that brittle selectors miss — plus image checks and on-demand summaries.
Map products across catalogs
Match your SKUs to competitors even when titles differ and units don't line up — cm vs mm, pack sizes, regional names. No more manual reconciliation.
Schedules, alerts & repricing
Watch on your cadence and fire alerts only on real change — a price that moved, a listing that dropped — then push it into your repricing workflow.
{ "title": "Aero Run 2 — Trail", "brand": "Northwind", "sku": "NW-AR2-TR-43", "price": { "current": 128.50, "was": 142.00, "currency": "EUR" }, "availability": "InStock", "variants": 7, "rating": 4.6, "reviews": 1284, "marketplace": "amazon.de", "matched_sku": "INTERNAL-90412", "map_compliant": true }
Where teams put
Fuzzy Data to work.
One always-on feed, pointed at the decisions that move margin — for the people who own pricing, brand, and assortment, and the data teams who build on top of them.
Brands, retailers & marketplaces
Price intelligence
Track competitor prices in real time across every marketplace and country, and feed automated triggers straight into your pricing engine — so discounting stops being reactive.
MAP & brand compliance
Catch every reseller breaking MAP or going off-brand, with timestamped, evidence-grade records of each violation — ready to escalate, warn, or terminate in hours, not weeks.
Stop lost revenue
Surface delistings, out-of-stocks, and buy-box losses the moment they happen — so visibility gaps get caught before they quietly drain margin off the shelf.
Assortment intelligence
See what competitors stock, launch, and drop, then fine-tune your own assortment against real shelf data instead of guesswork — across categories and regions.
Review & sentiment tracking
Centralize structured review, rating, and sentiment feeds across every page and platform — an early-warning system before a slipping score shows up in your sales.
Multi-market operations
One real-time view of how you're listed, priced, and reviewed in every country — local moves surface before they hit your numbers, not in a report a week later.
Data & platform teams
Production-grade data feeds
Clean, schema.org-aligned product, price, and review feeds that hold from a 10-page test to millions of records — delivered by real-time API or scheduled dataset.
Demand & trend signals
Demand, competitor, and trend signals collected automatically and mapped to your own SKUs and taxonomy — so sourcing and R&D prioritize on evidence, not anecdote.
Embed intelligence in your product
Power your own pricing, BI, or compliance platform with a real-time market-intelligence layer you don't have to build, scale, or keep alive when sites change.
Live in days, not a hiring cycle.
Tell us what to watch
Hand over the marketplaces, SKUs, brands, and countries you care about. Non-technical is fine — there's no scraper to configure on your side.
We extract & structure it
Fuzzy Data fetches, unblocks, parses, and validates — turning a sprawl of pages into one clean, consistent dataset at whatever volume you need.
Get it your way
Pull it via real-time API, receive scheduled datasets, trigger alerts on change, or push straight into your pricing, BI, and compliance tools.
Predictable from your first SKU
to your ten-millionth.
No surprise invoices. Clear volume discounts as you grow. And you're only ever charged for data we successfully deliver.
For a first marketplace and a quick proof of value.
- Structured extraction, any URL
- schema.org-aligned output
- Daily scheduling
- Community support
For teams running real-time pricing and monitoring in production.
- Everything in Starter
- AI enrichment & product matching
- Real-time API + change alerts
- Multi-country, multi-marketplace
- Priority support
Fixed monthly fee, reserved engineering, and managed orchestration.
- Everything in Scale
- Custom matching models
- Managed pipelines & SLAs
- Reserved engineering hours
- Dedicated account team
// Prices scale with volume — talk to us for an exact quote against your SKU count.
Your competitors are watching the market. Now you'll watch it better.
Give us one marketplace and a week. We'll show you the data your current setup keeps missing.