Continuously extract and monitor patent applications, grants, trademark filings, citation networks, and assignee portfolios from USPTO, EPO, WIPO PCT, and 50+ national IP offices โ structured, normalised, and delivered with real-time filing alerts.
Intellectual property data scraping is the automated collection of structured information from national and international patent databases, trademark registries, and copyright records. This includes patent applications, granted patents, claim text, inventor and assignee details, filing and grant dates, forward and backward citation networks, patent family linkages, legal status, and trademark registration history.
IP databases are notoriously fragmented. The USPTO, EPO, WIPO, JPO, and CNIPA each have their own search interfaces, data formats, and update schedules. A single global company's patent portfolio may be spread across a dozen national registries with different record formats and latencies. DataFlirt unifies these sources into a consistent, cross-jurisdiction schema so your team can monitor competitor IP activity, map technology landscapes, and track your own portfolio without switching between a dozen databases.
For corporate R&D teams, IP law firms, investment analysts, and technology strategy consultants, structured patent and trademark data is the foundation of freedom-to-operate analysis, prior art searches, competitive intelligence, and portfolio valuation. DataFlirt automates the collection layer so your analysts spend time on insights, not data gathering.
Comprehensive extraction built for reliability, accuracy, and scale.
Extract full patent documents: title, abstract, claims, description, drawings metadata, classification codes, and legal status.
Track trademark applications, registrations, renewals, oppositions, and cancellations across national and international registries.
Scrape copyright registration records, licensing information, and rights holder data from US Copyright Office and international databases.
USPTO, EPO, WIPO PCT, JPO, KIPO, CNIPA, IPO India, and 45+ national IP offices normalised into a unified schema.
Forward and backward citation relationships extracted and linked to build technology landscape and influence maps.
Monitor e-commerce platforms and domain registrations for potential trademark and patent infringement signals.
Every field you need, structured and ready to use downstream.
A proven process that turns any source into clean structured data โ reliably.
{ "patent_number": "US11924214B2", "office": "USPTO", "title": "Neural network-based query optimisation system", "assignee": "Google LLC", "inventors": ["Zhang, Wei", "Patel, Sanjay"], "filing_date": "2022-04-12", "grant_date": "2025-03-04", "cpc_classes": ["G06F16/2453", "G06N3/08"], "forward_citations": 14, "backward_citations": 38, "family_size": 7, "legal_status": "Active" }
Built on proven open-source tools and cloud infrastructure โ no vendor lock-in.
Each IP office has a different schema, identifier format, and classification system. We normalise all into a single cross-jurisdiction model.
Patent citation networks stored in Neo4j for traversal queries โ identify influential patents, technology clusters, and citation loops.
New applications captured within 24โ48 hours of publication. Webhook alerts fire for assignee, technology class, or keyword matches.
Independent and dependent claims extracted and structured individually โ enabling claim-level search and breadth analysis.
JPO (Japan), KIPO (Korea), CNIPA (China), and IPO India covered with translated abstracts and normalised classification codes.
Patent prosecution history and legal status changes (abandoned, lapsed, opposed, licensed) tracked and updated on every crawl.
From solo analysts to enterprise data teams โ here's how organizations use this data.
Patent databases are the most detailed public record of where technology is heading and where companies are placing their bets. A competitor's filing activity today is their product roadmap 24 months from now. DataFlirt delivers structured, continuously monitored IP intelligence โ across every jurisdiction, every office, and every technology class โ so your R&D and strategy teams are never surprised by what's coming.
Start free and scale as your data needs grow.
For small teams and projects getting started with data.
For growing teams with serious data requirements.
For large organizations with custom requirements.
Everything you need to know before getting started.
Join data teams worldwide using DataFlirt to power products, research, and operations with reliable, structured web data.
