Scrapingdome
Available for new engagements

Resilient scraping infrastructure, built once, runs for years.

Scrapingdome builds scalable extraction infrastructure for protected platforms, hidden APIs, and complex sources. Engineered to run reliably long after delivery.

150K+
retail products monitored every 2 to 5 hours behind enterprise bot management
125K+
automotive parts synchronized daily from protected marketplaces
100K+
real estate listings deduplicated and enriched with tax records
96K+
business entities extracted, classified with AI, and enriched with contact data
50K+
companies classified by LLM through a configurable framework
225+
counties monitored for court filings with ownership distress signals
Selected work

Production systems running today.

Each engagement is a system delivered into the data format the client already uses: database, dashboard, sheet, or scheduled report.

Government and public records

Court filings, business entities, municipal monitoring

Multi-jurisdiction monitoring across 100 counties for court filings with ownership distress signals. 5,000+ municipal meetings analyzed and indexed. Architecture scales to 40+ counties without code changes.

Commercial data at scale

Retail, automotive, real estate

150K+ grocery products monitored every 2 to 5 hours across UK retailers behind enterprise bot management. 125K+ automotive parts synchronized daily. 100K+ real estate listings deduplicated and enriched with tax records.

AI-augmented processing

Classification, normalization, entity extraction

50K+ companies classified via LLM with a configurable framework. 1,000+ medical clinic sources standardized for terminology. Entity extraction, validation, and classification pipelines in production.

Anti-bot expertise

Protected platforms behave predictably.

Nine years in data extraction with a network security background. The systems we build keep running because the protections in front of them are part of the design, not an afterthought.

Cloudflare

Bot Management, Turnstile, JS challenges. Approached at the network layer when possible, browser-based when necessary.

Akamai Bot Manager

Sensor data analysis and sustained extraction at retail scale. Currently running 150K+ products at 2 to 5 hour intervals.

DataDome

Device fingerprinting, behavioral signals, request shaping. In production for daily synchronization at six-figure volumes.

PerimeterX / HUMAN

Persistent session strategy, environmental signal stability, and Human Challenge handling without breaking schedules.

Captcha workflows

reCaptcha v2 and v3, hCaptcha, Turnstile. Solver integration where appropriate, avoidance strategies where possible.

Hidden APIs

Mobile and web reverse engineering. Direct platform connections over headless browsers when the protocol allows it.

Productized initiative In production

CivicMine: US government data, on tap.

A library of platform adapters for the 90,000+ local governments in the United States. New government, same adapter. New data type, same adapters with different classifiers. The product is the accumulated knowledge of how these platforms work, packaged for reuse.

5
verticals validated with real clients in production
300+
Socrata data portals identified across the country
7K+
Granicus organizations covered by a single adapter
Platforms covered or in active mapping
  • Socrata
  • ArcGIS Hub
  • CKAN
  • Granicus
  • CivicPlus
  • BoardDocs
  • Tyler Odyssey
  • Tyler EnerGov
  • Accela
  • OpenGov
  • Clerk of Courts
  • Property Appraisers

Permits in Florida. Court filings in North Carolina. Meeting minutes across Utah. Business registrations in New York. Different verticals, same pattern: identify the platform, activate the adapter, configure filters and classifiers, deliver.

How it works

You describe the outcome. We deliver the system.

Best fit for operations leads, founders, research teams, and technical leaders who want to delegate the problem, not collaborate on the solution.

01

You describe the problem

Outcome, scale, deadline. We do not need a specification, we need to understand the result you need.

02

We design and build

Architecture, stack, anti-bot strategy, scheduling, delivery format. If your stated approach has a better alternative, you hear it before any quote.

03

You receive the system running

Database, dashboard, sheet, scheduled report. Delivered into the format your team already uses, with the system running, not as code thrown over a wall.

Stack and capabilities

Built around the platform, not the framework.

Direct platform connections over browsers when possible. The result matters, the plumbing does not.

Languages
Python, TypeScript and JavaScript, with the right tool for each layer of the system.
Anti-bot
Cloudflare, Akamai, DataDome, PerimeterX. Captcha and reCaptcha workflows. Network-level reverse engineering.
AI integration
LLM-based classification, entity extraction, validation, and normalization. Production pipelines, not prototypes.
Data and delivery
PostgreSQL, Supabase, structured pipelines, scheduled extraction, dashboards, and reports your team already reads.
Contact

Tell us what you are trying to figure out.