Track stock quantities, not just stock status — across every channel
Move beyond simple in‑stock/out‑of‑stock checks. Our inventory monitoring pipelines capture actual unit counts, restock patterns, sell‑through rates, and low‑stock warnings — for every SKU, variant, and warehouse. Data streams into your ERP, WMS, or BI tool so your supply chain always runs on the latest numbers.
sku: "NB-574-GRY-9"
frequency: "*/5 * * * *"
fields: ["stock_qty", "low_stock_threshold"]
alerts:
low_stock: "qty < 10 → slack:#replenishment"
restock: "qty > 0 after 0 → email:buyer@acme.com"
warehouse: "US‑East (geo‑ip enabled)"
142 units remaining
Reorder alert sent to #supplychain
Inventory monitoring pipelines running for
Know exactly how many units are left — before it's too late
Product inventory monitoring goes deeper than a binary in‑stock/out‑of‑stock flag. Our pipelines extract the actual quantity available, track how that quantity changes over time, and push alerts when stock drops below your defined thresholds. It's the data foundation for automated replenishment, demand forecasting, and supplier performance tracking.
We monitor individual SKUs, variants, and warehouse locations using headless browsers and API interception — capturing the same numbers a warehouse manager would see in their backend. All data is timestamped, normalised, and delivered to your warehouse so you can analyse trends like sell‑through velocity, seasonal spikes, and lead‑time reliability.
- Actual unit counts, not just in‑stock/out‑of‑stock flags
- Variant‑level quantities (size, colour, style) per SKU
- Multi‑warehouse visibility with geo‑targeted local IPs
- Historical trend data for sell‑through and restock analysis
- Low‑stock and restock alerts via Slack, email, or webhook
Why manual inventory checks break at scale
Counting stock by hand or relying on outdated feeds creates blind spots that lead to stock‑outs, over‑ordering, and missed revenue.
Quantities are hidden behind interactions
Many sites only show the exact unit count after selecting a variant, clicking a dropdown, or loading a store‑specific inventory checker. A simple HTTP request sees none of this detail.
Inventory data decays fast
A stock count from yesterday is already wrong for fast‑moving items. Without high‑frequency updates, your replenishment system triggers based on stale data — either ordering too late or over‑ordering.
Warehouse‑level inventory is fragmented
The same product might have different stock levels in different regions or fulfilment centres. Aggregating this data manually is tedious and error‑prone — but without it, your distribution plans are guesses.
An inventory pipeline that feeds your supply chain engine
Every feature is designed to capture and deliver the unit‑level data that powers modern inventory management.
Unit‑level extraction
Our browsers interact with variant selectors, inventory checkers, and API calls to capture the exact number of units available — not just “in stock”.
High‑frequency data collection
Checks run as often as every 5 minutes, with sub‑minute streaming for critical items. Every data point is timestamped, so you can build accurate velocity curves.
Multi‑warehouse & geo‑specific quantities
Check inventory from multiple regions using local IPs — see stock in US‑East vs EU‑West fulfilment centres, or by store location.
Threshold‑based alerting
Define low‑stock, high‑stock, and restock thresholds per SKU. Alerts route to the right team via Slack, email, or webhook — with cooldowns to prevent noise.
[
{ "timestamp": "2026-07-18T08:00Z", "qty": 142 },
{ "timestamp": "2026-07-18T09:00Z", "qty": 128 },
{ "timestamp": "2026-07-18T10:00Z", "qty": 115 }
]
From product list to a live inventory data feed
Inventory source audit
We map the target site's inventory display — variant selectors, warehouse pickers, API endpoints — and define the extraction strategy.
Pipeline & alert configuration
We build the headless browser monitors, set the update frequency, and define alert thresholds per SKU or category.
Validation & historical baseline
Monitors run in parallel with your existing data for a few days. We compare unit counts and fine‑tune until accuracy meets your spec.
Production deployment & continuous monitoring
Full‑scale monitoring goes live. Our team maintains the anti‑bot layer, adapts to site changes, and delivers weekly health reports.
Deliverables for every inventory monitoring project
Inventory source map & extraction plan
A document detailing where unit counts are sourced, how variants are handled, and the alert thresholds per SKU — signed off before build.
Sample inventory feed & historical snapshot
A subset of SKUs with 72 hours of timestamped unit counts, delivered in your schema for accuracy and completeness review.
Full‑scale inventory feed + runbook
All SKUs, all variants, all warehouses — live on your cadence. A runbook covers monitoring frequency, alert routing, and anti‑bot settings.
Weekly inventory trend digest
Summary of sell‑through rates, restock events, low‑stock alerts triggered, and any target‑site changes managed — shared proactively.
Flexible plans for every inventory scope
Starter Inventory Watch
Best for monitoring a shortlist of critical SKUs — hourly checks with low‑stock alerts via email.
- Up to 500 monitored SKUs
- Hourly checks (configurable)
- Email & Slack alerts
Pro Inventory Monitoring
High‑frequency monitoring with unit‑level extraction, variant tracking, and multi‑warehouse visibility.
- Up to 10,000 monitored SKUs
- Every 5–15 minutes
- Variant‑ & warehouse‑level data
Enterprise Inventory Program
For unlimited SKUs, custom SLA, dedicated support, and real‑time streaming into your ERP or WMS.
- Unlimited SKUs & regions
- Streaming near‑real‑time data
- SSO, audit logs, quarterly reviews
Teams where accurate unit counts drive operational decisions
Supply Chain & Replenishment
Feed your ERP with live competitor and supplier stock levels — optimise reorder points and safety stock.
E‑commerce Operations
Track inventory of your own products across multiple retailer storefronts — know exactly when a partner is running low.
Manufacturing & Procurement
Monitor supplier portals for raw material availability — trigger purchase orders when stock crosses a threshold.
Competitive Intelligence
Understand competitor sell‑through rates and inventory depth — inform your own pricing and assortment strategies.
Inventory monitoring vs. basic stock checks
| Capability | Managed Inventory Monitoring | Basic Availability Checks | Manual Spreadsheet Tracking |
|---|---|---|---|
| Actual unit counts extracted | |||
| Variant‑level quantities | |||
| Multi‑warehouse visibility | |||
| Historical trend data | |||
| Threshold‑based proactive alerts | |||
| Ops burden | Zero | Low | High |
“Our replenishment system now runs on live unit counts, not last month's report”
"We needed to track how fast a competitor's new product was selling — by variant. ScraperScoop set up 5‑minute checks on every size and colour. The sell‑through data was so precise we adjusted our own production schedule within a week."
"Monitoring our own inventory across 15 retailers used to be a full‑time job. Now unit counts from every storefront land in Snowflake every 15 minutes — and we get a Slack alert the moment any SKU drops below 20 units."
"The historical inventory data has become our secret weapon for supplier negotiations. We can prove exactly how fast certain components deplete — and use that to negotiate better terms."
Unit‑level data delivered straight into your operations stack
Schema‑matched, timestamped, and ready to load — connect to your ERP, WMS, or BI tool without manual reformatting.
Start monitoring your first 100 SKUs for free
We'll set up live inventory tracking with unit counts and low‑stock alerts — no commitment, no credit card required.
Common questions about product inventory monitoring
Your competitors' unit counts, your suppliers' stock levels — updated every 5 minutes
Send us a list of SKUs or a supplier portal URL and we'll set up live inventory monitoring with a sample data feed. No commitment — just proof that real‑time inventory intelligence is possible.
Most inventory pipelines go live within 2–3 weeks of kickoff.
