Stock status changes quickly
Products go in stock, out of stock, low stock, backordered, and discontinued across many sources and locations.
// INVENTORY INTELLIGENCE
Retail Inventory
Retail Inventory
Monitoring
Managed inventory monitoring for stock status, product availability, assortment changes, store pickup, delivery, and fulfillment signals.
Scrapezilla turns public product and store pages into clean inventory data feeds so teams can track availability, out-of-stock events, restocks, and assortment movement at scale.
Stock status tracking
Availability monitoring
Assortment changes
Store-level signals
// THE PROBLEM
Inventory signals change across thousands of pages
Availability data is one of the most useful signals in retail, but it is spread across product pages, store selectors, marketplace listings, supplier catalogs, and fulfillment modules that change constantly.
Scrapezilla turns availability pages into structured feeds
We build and maintain inventory extraction workflows so your team receives clean stock and availability data without managing scraping infrastructure.
Availability depends on location
Pickup, delivery, store stock, shipping availability, and local fulfillment options often vary by ZIP code or store.
Assortments move silently
Competitors and suppliers add, remove, restock, bundle, and feature products without sending your team a report.
Manual checks do not scale
Teams need recurring structured inventory feeds, not manual page checks or inconsistent spreadsheets.
// USE CASES
What Scrapezilla can collect for inventory monitoring teams
Collect public inventory and availability signals from product pages, retailer sites, marketplaces, supplier catalogs, and location-specific experiences.
Stock status tracking
Monitor whether products are in stock, out of stock, low stock, backordered, discontinued, or unavailable.
Data fields
Availability
Stock state
Product
Source
Timestamp
Store-level availability
Track pickup, local stock, store availability, delivery windows, and location-specific product signals.
Data fields
Store
ZIP
Pickup
Delivery
Last seen
Assortment change monitoring
See which products competitors, suppliers, or marketplaces add, remove, restock, feature, or bundle over time.
Data fields
New products
Removed products
Restocks
Category
Badge
Marketplace availability monitoring
Monitor marketplace listings for seller availability, fulfillment options, offer changes, and out-of-stock events.
Data fields
Seller
Availability
Fulfillment
Offer
Listing
Supplier catalog monitoring
Track supplier product availability, catalog additions, discontinued items, lead times, and replenishment signals.
Data fields
Supplier
SKU
Status
Lead time
Catalog URL
Inventory-aware pricing feeds
Combine availability signals with price, promotion, seller, and product data for a more complete market view.
Data fields
Price
Availability
Promotion
Seller
Timestamp
// BUSINESS OUTCOMES
Turn public availability signals into better decisions
Scrapezilla helps retail, brand, marketplace, and supply chain teams understand what is available, where it is available, and how that changes over time.
Spot stockouts
Detect out-of-stock events, restocks, and availability shifts across competitors, marketplaces, and suppliers.
Improve market visibility
See where products are available, how assortments change, and which competitors are gaining or losing coverage.
Support pricing decisions
Understand whether price movement is connected to stock levels, fulfillment options, or seller availability.
Feed operations workflows
Deliver structured inventory data into dashboards, forecasting models, procurement workflows, or internal databases.
// HOW IT WORKS
A managed workflow for recurring inventory intelligence
Scrapezilla handles the extraction, normalization, monitoring, and delivery work so your team can focus on inventory decisions.
01 / SCOPE
Define the products and sources
Share the retailer sites, marketplaces, supplier catalogs, locations, fields, refresh schedule, and delivery format your team needs.
02 / BUILD
We build the monitoring workflow
Scrapezilla handles extraction, parsing, normalization, retries, monitoring, and site-change maintenance.
03 / DELIVER
You receive structured availability data
Get recurring inventory records delivered to spreadsheets, cloud storage, APIs, databases, dashboards, or internal tools.
// DATA DELIVERY
Inventory data delivered where your team uses it
Use Scrapezilla for one-time inventory audits, scheduled recurring feeds, or ongoing availability monitoring workflows.
CSV or Excel
Simple exports for inventory audits, category reviews, stockout reports, and spreadsheet workflows.
JSON or API
Structured delivery for dashboards, operations tools, product systems, and internal applications.
Cloud storage
Scheduled drops to S3 or another shared destination for downstream processing.
Database delivery
Normalized inventory records delivered into the database or warehouse your team already uses.
Google Sheets
Lightweight reporting for teams that want fresh availability data without a custom dashboard.
Custom workflows
Delivery shaped around your operations, replenishment process, reporting cadence, and internal tools.
// WHY SCRAPEZILLA
Built for inventory monitoring operations
Availability monitoring works best when stock signals are collected consistently, normalized cleanly, and delivered before the information becomes stale.
Managed scraping infrastructure
Scrapezilla handles the extraction mechanics so your team does not need to maintain fragile availability scrapers.
Normalized inventory records
Messy product and store pages are transformed into consistent fields that are easier to compare, filter, and analyze.
Monitoring and maintenance
When retailer, marketplace, or supplier pages change, Scrapezilla can update the workflow and keep the data feed moving.
Flexible project scope
Start with a few products, one category, one marketplace, or a selected store list, then expand as the use case proves value.
Business-friendly delivery
Data can be delivered in formats that operators, analysts, engineers, and executives can all use.
Support for complex availability
Scrapezilla can scope dynamic pages, variants, store selectors, ZIP-based availability, fulfillment modules, and changing layouts.
// RESPONSIBLE DATA COLLECTION
Designed for public inventory data workflows
Scrapezilla focuses on responsible collection of publicly available web data and can work with your legal, privacy, and compliance requirements before a project begins.
Publicly available source review
Project scoping before extraction
Data minimization where appropriate
Custom compliance requirements
// EXAMPLE PROJECTS
Common retail inventory monitoring requests
A few ways Scrapezilla helps teams turn public availability data into repeatable reporting.
Competitor stockout report
A retail team monitors priority SKUs across competitor websites and receives recurring data on stock status, price, product URL, and timestamp.
Faster visibility into competitor availability
Store-level pickup tracker
A brand tracks local pickup availability, delivery options, and store-specific product status across selected locations.
Clearer view of local inventory signals
Assortment change feed
A merchandising team collects new products, removed products, restocks, badges, and category changes across competitors.
Better visibility into assortment movement
// FAQ
Retail inventory monitoring questions
Use these questions to capture long-tail organic searches and address common buyer concerns.
What inventory data can Scrapezilla monitor?
Scrapezilla can scope public product pages, retailer sites, marketplace listings, supplier catalogs, store pages, stock status, availability, pickup options, delivery options, and other public availability signals relevant to your project.
Can Scrapezilla monitor stock status on a schedule?
Yes. Projects can be configured as one-time datasets or recurring feeds, such as daily, weekly, hourly, or custom refresh schedules depending on your sources and use case.
Can availability data be tracked by store or ZIP code?
Scrapezilla can scope location-aware workflows for public availability signals such as store pickup, local stock, shipping options, and delivery availability.
Can inventory data be combined with price data?
Yes. Scrapezilla can help collect pricing, promotion, seller, product, and availability fields together so teams can analyze inventory-aware pricing movement.
// GET STARTED
Need Reliable
Need Reliable
Inventory Data?
Tell us the products, sources, locations, fields, refresh schedule, and delivery format you need. Scrapezilla will help scope the project and deliver structured inventory data your team can use.