MarketPulse — Automated Web Intelligence & Pricing DataOps Pipeline
High-throughput data extraction, regression pricing analytics & automated reporting.
Click to inspect full resolution dashboard
MarketPulse — Automated Web Intelligence & Pricing DataOps Pipeline
Extract. Normalize. Analyze. Predict.
MarketPulse is an automated web intelligence and classified listing extraction engine built to monitor, normalize, and analyze real estate and asset pricing dynamics across major European marketplaces (OLX, Allegro, etc.).
Featuring automated headless browser rotation, price-per-square-meter calculation models, SQLite relational caching, and automated multi-chart statistical generation (regression trends, regional variance, outlier filtering), MarketPulse turns fragmented public web data into structured commercial intelligence.
The Challenges
Technical constraint & architecture bottleneck
Fragmented, volatile marketplace pricing without unified telemetry.
Commercial investors and asset managers struggle to track real-time fair market value across millions of decentralized listings. Manual data collection is error-prone, slow, and fails to capture price-per-square-meter regressions or sudden regional shifts across volatile European real estate sectors.
System Interface Showcase
Live Application Workflows
Click any interface screen below to open the interactive Lightbox and examine full-resolution UI components and data flows.
MarketPulse — Web Intelligence & Analytics Command Center
MarketPulse — Multi-Platform Live Extraction Studio
MarketPulse — Normalized Intelligence Records & DataGrid
The Solution
Production-ready architecture & responsive pipeline
Complete automation from raw web endpoints to production intelligence.
Amethyst engineered an enterprise DataOps platform with 5 dedicated extraction workers: Craigslist Regional Crawler, Amazon/E-Commerce Prime Ingestion, OLX European Real Estate Spider, CoinGecko Financial Ticker Streamer, and an Anti-Bot Universal DOM Parser. Features real-time Server-Sent Events (SSE) telemetry terminal, live Chart.js statistical suites, and 1-click formatted CSV/Excel/JSON export pipelines.
Distributed Ingestion & Statistical Analysis Architecture
From anti-bot headless crawling to automated econometric regression modeling.
Multi-Target Headless Browser Cluster
Automated Selenium & BeautifulSoup4 workers navigate dynamic JavaScript single-page applications with anti-detection headers.
Semantic Parsing & Price/Sqm Normalization
Regex and Pandas pipelines sanitize currency formats, compute price per square meter, and filter abnormal market outliers.
Relational Persistence & Historical Database
Normalized listing objects are committed to SQLite / PostgreSQL with unique indexing to track price drops over time.
Automated Econometric Chart & Report Generation
Generates 7+ visual charts (price distribution, regional comparisons, regression curves) and exports multi-tab formatted Excel workbooks.
Experience MarketPulse Live
Interact directly with the functional platform: run workflows, review logic, inspect data models, and verify operational pipelines in real-time.
Launch Interactive Sandbox
Connect to the live cluster directly inside this frame to test workflows in real-time, or click the image to view in full resolution.
Screen Archive & Operational Views
Interface Directory (4 Screens)
The Results
Let's
Talk.
Need a custom audit? Want to integrate our API? Or just want to say hello? We read every message.