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PyronetsPyronets
Price Intelligence

Competitor Price Data, Always Current

Monitor competitor prices, availability, promotions, and stock levels across any retailer or marketplace, automatically, at scale, and on your schedule.

Matched, not guessed

A comparison is only worth as much as the match behind it.

By identity
Matched on SKU, GTIN or resolved title, not fuzzy name
All-in
Fees and shipping folded into the compared figure
Daily
A move is visible the morning after it happens
See the receipts
The problem

Manual price checking is slow, incomplete, and never timely

Pricing decisions made on stale or incomplete competitive data cost margin and market share. Manually checking competitors across dozens of websites is impractical, error-prone, and can't scale to the SKU counts most businesses carry.

  • Manually checking prices across dozens of competitor sites is not scalable beyond a small catalog
  • Promotional prices, flash sales, and bundle discounts are invisible without real-time monitoring
  • Marketplaces like Amazon change prices hundreds of times per day on competitive products
  • Stock status and shipping cost differences materially affect price comparison but are easy to miss
  • Without historical data, it's impossible to understand competitor pricing patterns and seasonality
Our approach

Automated price intelligence across every source that matters

Pyronets builds and maintains dedicated price scrapers for every competitor and marketplace you need to track. Data is collected on your chosen schedule, cleaned, matched to your SKUs, and delivered ready to use.

What you get instead

Structured records in your schema, not raw HTML
Extraction repaired by us when sources change
Delivery on a fixed schedule, with a QA report attached
Scope this dataset

What you get

Real-Time & Scheduled Price Tracking

Monitor prices on any cadence, from hourly sweeps to daily snapshots. React to competitor price changes in near real-time during peak sales periods.

SKU-Level Price Matching

We match competitor products to your own SKUs using EAN, UPC, ASIN, MPN, or fuzzy-match algorithms so you see apples-to-apples price comparisons instantly.

Promotions & Discount Capture

Capture sale prices, coupon codes, bundle discounts, loyalty pricing, and promotional banners, not just the sticker price. Understand the real effective price.

Availability & Stock Monitoring

Track in-stock, out-of-stock, and low-stock statuses across all monitored competitors. Identify supply gaps you can capitalize on before others do.

Marketplace & Regional Coverage

Monitor Amazon, eBay, Walmart, and major regional marketplaces alongside direct-to-consumer sites. Track pricing differences across geographies and currencies.

MAP Violation Detection

Automatically identify retailers selling below your Minimum Advertised Price policy. Get structured violation reports ready for your compliance or sales teams.

Schema

Fields we collect.

A starting point, not a fixed list, the final schema is whatever you sign off on during scoping.

Product Name
Exact product title as listed by the competitor
Current Price
Live selling price at time of collection
Original / List Price
Pre-discount or crossed-out price where present
Promotional Price
Sale, coupon, or bundle-adjusted effective price
Currency
Currency code for regional and multi-market tracking
Stock Status
In stock, out of stock, limited availability
Shipping Cost
Standard and express shipping prices where shown
Retailer / Marketplace
Source site for each price observation
SKU / ASIN / EAN
Product identifiers for cross-source matching
Matched Your SKU
Your internal product ID linked to each record
Price Change Flag
Whether price changed vs. previous collection
Scraped Timestamp
Exact date and time of the price capture
Process

How your pipeline gets built

From first conversation to recurring delivery, with a sample you sign off on before anything runs on a schedule.

01

Define Competitors & SKUs

Provide your product catalog and the list of competitors or marketplaces to monitor. We map your SKUs to competitor listings and set up the tracking scope.

02

Scraper Build & SKU Matching

We build price scrapers for each source and run the initial SKU matching pass. You review and confirm the match quality before live monitoring begins.

03

Go Live & First Delivery

Monitoring goes live on your chosen schedule. The first full delivery gives you a baseline snapshot of the competitive landscape across all sources.

04

Ongoing Monitoring & Alerts

Continuous price tracking with automated alerts for significant changes, new promotions, or MAP violations. Data is delivered fresh on every run.

Applications

Common use cases.

01

Dynamic Pricing Decisions

Feed competitive price data into repricing rules or pricing algorithms to stay competitive without sacrificing margin on every SKU in your catalog.

02

Promotional Calendar Planning

Understand when competitors run major promotions (Black Friday depth, frequency of flash sales) to plan your own campaigns more effectively.

03

MAP Compliance Enforcement

Detect MAP violations across your reseller network daily. Produce structured reports your channel team can act on quickly with channel partners.

04

New Product Launch Benchmarking

Before launching a new product, benchmark competitive pricing across every relevant channel so you enter the market with confidence on positioning.

05

Marketplace Seller Analysis

Track third-party seller prices on Amazon and other marketplaces, monitor Buy Box ownership, and understand where your products are being undersold.

06

Category-Level Price Reporting

Aggregate category pricing trends for merchandising, buying, and executive reporting, beyond individual SKUs to broader competitive price positioning.

Delivery formats

Pick whatever drops straight into your stack.

CSVExcel (XLSX)JSONREST APISFTPGoogle SheetsDatabase Insert

Industries served

Where this dataset tends to be used.

E-commerce & RetailConsumer ElectronicsFashion & ApparelHome & GardenHealth & BeautySporting GoodsGrocery & FMCGB2B Distribution
Quality

Validated before it reaches you.

Every batch runs the full validation suite before delivery. If a batch fails, it does not ship. We investigate and repair the extraction first, and you get told what happened.

Type conformance
Every field matches its declared type
Range and sanity
Values fall inside agreed bounds
Null-rate thresholds
Coverage flagged when it drops
Duplicate resolution
Resolved against your chosen key
Schema drift
Source structure changes caught early
Volume variance
Unexpected record counts halt delivery
Questions

Frequently asked questions

We support any frequency from continuous real-time monitoring down to weekly snapshots. Most clients choose hourly or daily collection. Frequency can be set per source to optimize cost and freshness.

Yes. We match products using EAN/UPC/GTIN barcodes, manufacturer part numbers, ASIN, or fuzzy text matching as a fallback. Match accuracy is reviewed during setup and continuously maintained.

We monitor any publicly accessible retailer website or marketplace, including Amazon, Walmart, eBay, Target, Costco, B&Q, Fnac, and thousands of regional or niche retailers globally.

Yes. We capture regular price, sale price, promotional banners, voucher codes, and bundle deal prices where they appear on the page. Promotional data is timestamped so you can see duration and patterns.

You provide your MAP price list and we flag every instance where a retailer's collected price falls below the MAP threshold. Reports are structured and ready to share with your channel compliance team.

Tell us the sources. We'll send back a sample.

Describe the sites and the fields you need. You'll get a proposed schema, a real sample extracted from those sources, and a fixed price, before any commitment.

No retainer required to find out whether your sources are feasible.

Sectors this data serves

Sectors this dataset commonly serves. Schema and cadence are set per project.

E-commerceRetail ChainsMarketplace SellersConsumer ElectronicsFashion & ApparelGrocery & FMCGSporting GoodsHome & Garden

Sample output

An illustrative preview of delivered records. The real schema is whatever you sign off on.

sample_output.csv
product_nameskuyour_pricecompetitor_priceprice_diff_pctchecked_at
iPhone 15 Pro 256GBAPL-IP15P-256$999.00$979.00 (BestBuy)-2.0%2025-05-19 06:00
Sony WH-1000XM5SNY-WH1K-M5$349.00$349.00 (Amazon)0.0%2025-05-19 06:00
AirPods Pro 2nd GenAPL-APP-2ND$249.00$239.00 (Target)-4.0%2025-05-19 06:00
3 of 2,441,892 records shown · CSV · Delivered daily at 06:00 UTC

Track Price Trends Over Time

Monitor how competitor prices move week-over-week and set alert thresholds for rapid response.

Price Trend Analysis

Jan 2025, May 2025
Export
All ProductsElectronicsHome Goods
$1200$1000$800$600$400
JanFebMarAprMay
Your Price
Competitor A
Competitor B
4.2%
Avg price gap
8,441/day
Price changes tracked
±5%
Alert threshold