AOFIRS Knowledge Library

Research resources for modern internet research professionals

The AOFIRS Knowledge Library brings together original research reports, methodology guidance, curated search engines and AI research tools, white papers, training publications and expert articles — maintained by the Association of Internet Research Specialists for practitioners who verify information for a living.

Popular:‎ ‎ ‎ OSINT verification‎ ‎ ‎ AI for Research‎ ‎ ‎ Business & Market Intelligence‎ ‎ ‎ Internet Law, Ethics & Privacy

9

RESOURCE TYPES

9

RESEARCH TOPICS

2014

PUBLISHING SINCE

CIRS

CERTIFYING BODY

AOFIRS Knowledge Library with research reports, guidance, AI tools, white papers, research topics, and professional internet research resources.

Articles

Research Reports

Research Papers

White Papers

User Guide

Videos

Browse by resource type

Nine formats, each with a stated purpose. The definition under each is the same sentence used in the type archive intro and its meta description.

Articles

Practical guidance, expert analysis and commentary on current research practice.

Research Reports

Original AOFIRS analysis, findings and industry studies with stated methods.

Learning Guides

Structured educational material for developing research and analytical skills.

Search Engines

Curated directories of search engines, databases and specialised discovery platforms.

Research Papers

Structured papers on research methodology, technology and emerging issues.

AI Research Tools

Reviewed AI platforms for search, analysis, verification and academic discovery.

White Papers

Explore in-depth research, insights, and expert perspectives on key industry topics.

User Guide

Access practical guidance, instructions, and resources to navigate our platform effectively.

Videos

Watch informative videos, tutorials, and presentations covering essential industry topics.

Explore by research topic

Six pillars carry the domain authority; three supporting topics catch adjacent intent. Each links to a topic hub that gathers every resource type on that subject.

AI for Research

Using, evaluating and interrogating AI systems in professional research.

Research Methods & Verification

Sourcing, corroboration, evidence handling and fact verification.

OSINT & Investigative Research

Open-source intelligence for journalists, analysts and investigators.

Search Techniques

Advanced querying, operators, deep and specialised retrieval.

Search & Research Technology

Indexing, crawling, infrastructure and the security around it.

Data Analysis

Turning retrieved material into defensible findings.

Answer Engines & AI Search

How generative engines retrieve, cite and misrepresent sources.

Research Ethics, Law & Privacy

Legal and ethical limits on gathering information online.

Market & Competitive Intelligence

Applying research methods to commercial decisions.

Featured from the library

  • The Pricing of AI Intelligence research report about AI pricing models, AI credits, and the economics of artificial intelligence
    Research ReportsPublished On: August 31, 2026

    The Pricing of AI Intelligence

    A comprehensive research report by the Association of Internet Research Specialists (AOFIRS). It examines AI ...

  • Cover image of The Psychology of Agentic AI Trust research report showing AI evaluation and cognitive trust illustration
    Research ReportsPublished On: July 27, 2026

    AI Delusion: The Psychological Impact of False Belief in AI Search Results

    A comprehensive research report by the Association of Internet Research Specialists (AOFIRS). It analyzes why ...

  • The Hidden Web in the Age of AI Search research report cover showing AI search limitations and inaccessible internet information
    Research ReportsPublished On: July 21, 2026

    The Hidden Web in the Age of AI Search: How Much of the Internet Remains Unindexed? And can AI-driven Search Engines Really Reach it?

    A comprehensive research report by the Association of Internet Research Specialists (AOFIRS). It examines how ...

New to professional research →

Learning publications and foundational method guides, in reading order.

Verifying something right now →

Verification playbooks, deepfake and email checks, evidence handling.

Looking for a tool or source →

Search engine directories and reviewed AI research tools.

How AOFIRS research is produced

Every library item states its author, publication and update dates, method and sources. Reports and papers are reviewed by CIRS-certified practitioners before release.

Educational Videos

Recorded training, tool demonstrations and expert discussion. Every video is published with a full transcript and chapter markers, so the material is searchable, quotable and usable without sound.

View All Videos

User Guides

Carefully prepared reference guides covering every dimension of modern professional research practice. Enter your details once, download as many as you need.

View All User Guides
Strategic prompt engineering guide for CIRS certified internet researchers using AI research workflows

Strategic Prompt Engineering for the Certified Internet Researcher (CIRS™)

Master AI prompt engineering with the official CIRS™ practitioner guide. Learn advanced prompt strategies, including chain of thought prompting, persona stacking, and CPF methodology, for research-driven workflows. Covers AI tool integration, competitive analysis, audience targeting, and ethical validation standards required for professional internet research certification.

AI prompt writing framework for marketing research showing artificial intelligence workflows and campaign analysis

AI Prompt Writing for Research-Based Marketing Campaigns

Elevate your market research with precision AI prompt writing. This AOFIRS guide teaches the CPF Methodology (Context–Purpose–Format), persona stacking, competitive intelligence gathering, and AI tool integration for marketing professionals. Ideal for SEO analysts, market researchers, and business intelligence specialists who need accurate, actionable, research-grade outputs.

Retrieval-Augmented Generation RAG workflow showing AI retrieval, vector databases, and verified knowledge sources

Retrieval-Augmented Generation (RAG) — Complete User Guide

The definitive practitioner guide to Retrieval-Augmented Generation (RAG). Master RAG workflows, vector database selection, AI-powered research tool integration, and ethical verification frameworks. Learn how RAG transforms internet research, legal research, academic analysis, and market intelligence by grounding AI outputs in verifiable, real-world data sources.

CERTIFIED INTERNET RESEARCH SPECIALIST

The method behind everything in this library

CIRS™ covers source evaluation, verification, advanced retrieval and the responsible use of AI research tools — the reasoning these resources assume you already have. Assessed, renewable, and recognised by employers who hire researchers.

  • Assessed against published competencies, not attendance.
  • Renewable, so a credential reflects current practice.
  • Members review and author the material in this library.