Learning Center

Getting the most out of semantic search and Deep Research Agents

Jeff Roy Jeff Roy

Getting started with design patent search

Design patent clearance, freedom-to-operate analysis, and competitive design monitoring all begin with the same challenge: finding visually similar designs across a global corpus of filings. Traditional keyword and classification searches were built for utility patents — they struggle with the fundamentally visual nature of industrial design. FluidityIQ's Design Patent Search is purpose-built for this problem, combining a corpus of more than 33 million vectorized design images with natural language and image-based search to surface relevant results faster and with greater precision than any classification-driven approach.

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Jeff Roy Jeff Roy

Getting started with the Deep Research Agent

FluidityIQ's Deep Research Agent transforms a set of patent search results into a working research environment — one where you can interrogate a curated corpus of patents, draw on the full breadth of academic literature, and generate structured, citable reports through natural conversation. Whether you are conducting a novelty assessment, mapping a competitive landscape, or exploring the academic foundations of an emerging technology, the agent gives you a research partner that works at the speed of your questions.

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Jeff Roy Jeff Roy

Patent monitoring, landscape analysis and competitive intelligence using FluidityIQ

Patent landscape reports help companies and attorneys turn complex patent data into actionable business intelligence, supporting smarter innovation, reduced legal risk, and stronger competitive positioning. By analyzing who is patenting what, where, and how quickly, these reports reveal technology trends, competitive threats, freedom-to-operate risks, and untapped white space—insights that inform R&D strategy, portfolio development, market entry, licensing, M&A due diligence, and litigation planning. With FluidityIQ’s tools, teams can quickly surface these insights, visualize crowded and open technology areas, and make confident, data-driven decisions that align intellectual property strategy with real-world business goals.

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Jeff Roy Jeff Roy

Creating an FTO analysis using the Deep Research Agent

When expanding into new markets, understanding your freedom to operate (FTO) is crucial for avoiding costly legal pitfalls and ensuring smooth product launches. FluidityIQ’s Deep Research Agent streamlines the FTO analysis process by harnessing advanced search capabilities and access to an extensive database of patents. In this training guide, we’ll walk you through how to leverage FluidityIQ’s interactive tools to systematically identify, evaluate, and document active patent claims relevant to your product, helping you make confident, informed decisions as you scale your business globally.

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Jeff Roy Jeff Roy

Creating a novelty search with a deep research agent

Novelty searches are an essential aspect of the innovation process, enabling inventors and analysts to evaluate whether an invention truly stands apart from existing solutions. FluidityIQ provides a robust platform for conducting comprehensive novelty assessments, combining sophisticated research tools with interactive AI agents to simplify and accelerate the search for unique invention features. This training guide will walk you through the practical steps for crafting search strategies, analyzing results, and generating clear, insightful novelty reports—all designed to support your journey from concept to competitive advantage.

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Jeff Roy Jeff Roy

How to conduct an invalidity search

Invalidity searches are a critical part of patent analysis, helping to determine whether a patent claim can withstand scrutiny against existing prior art. FluidityIQ offers a powerful platform for conducting thorough and efficient invalidity searches, leveraging advanced research tools and AI-driven agents to streamline the process.

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