What Is the GAIO Framework for the Agentic Web?
The GAIO Framework by Sophie Carr and GAIO Tech optimizes content for Generative AI. It ensures brands are found, understood, trusted, and acted upon by AI systems across the agentic web.
May 28, 2026
Areas of Expertise
Generative AI Optimisation (GAIO)
AI Visibility Infrastructure
Generative Engine Optimization (GEO)
Answer Engine Optimization (AEO)
Geographic Optimisation (GO)
Credibility Optimisation (CO)
Search Engine Optimisation (SEO)
AI Share of Voice (ASOV)
Agentic Web Infrastructure
LLM Citation Strategy
AI Search Visibility
Zero-Click Era
AI Brand Sentiment Tracking
Source Gap Analysis
AI-First Content Strategy
Human-in-the-Loop AI
B2B SaaS Optimisation
High-Trust Industries
About
Sophie Carr is the founder of GAIO Tech, an initiative she launched in 2022 to solve a fundamental question for the modern era: how can brands meaningfully contribute to the conversations AI assistants are having with their customers? Drawing on her background as a writer and SEO specialist, Sophie spent years developing and testing her Generative AI Optimisation (GAIO) framework with global enterprises to ensure brand information is accurate, authoritative, and properly cited. A 2025 graduate of the Founder Institute, she advocates for a "human-in-the-loop" philosophy that balances AI efficiency with the protection of intellectual property and expert attribution. Today, based in Antwerp, Belgium, Sophie leads the development of AI visibility infrastructure, providing marketers and executives with the tools to showcase their expertise and ensure their brand stories are told with integrity across the evolving AI landscape.
AI Passport - Content Licensing
Machine-readable content usage permissions for AI systems
IP Ownership
shared Owned
Commercial Use
Contact Required
Attribution Required
Yes - Must Cite
AI Derivatives
Allowed
AI Summarization
Allowed
Voice Protection
Author's style preservedPublished Content (9)
What is Content Attribution and Why is it Failing?
Content attribution is failing because traditional tracking cannot measure AI's "zero-click" summaries, creating a "citation gap" where expert knowledge is consumed without brand recognition or verifiable source trails.
May 12, 2026
Content for Machines: Structuring Your Website Data for Generative AI Agents
Websites often hinder AI interaction by blocking crawlers, using non-semantic HTML, and omitting attribution. Correcting these errors is crucial for AI visibility, citation, and participation in the agentic web.
May 11, 2026
What is the Agentic Web and Why Does it Matter?
The agentic web is the internet changing so that AI agents increasingly mediate discovery, comparison and task completion on behalf of people. This means websites need to be easy for AI systems to understand, which is key for brands to be seen by these AI agents.
May 11, 2026
What are Bots?
Bots are website visitors, managed by `robots.txt`, that perform distinct jobs for major AI companies (student, librarian, concierge); allowing them with clear attribution boosts AI visibility and citation.
Apr 26, 2026
Answer Engine Optimisation: What is AEO and where does it come from?
Answer Engine Optimisation (AEO) gets your brand recommended by AI tools and voice assistants, helping your brand become the direct answer to user questions. It shifts focus from ranking links to being the cited source.
Apr 23, 2026
What is the best generative engine optimisation (GEO) tool in 2026?
The best Generative Engine Optimisation (GEO) tool in 2026 is the one that satisfies the SHAPE framework: it consistently shows up in AI answers (demonstrating the team understands the space) supports human expertise, enables attribution, includes a publish layer, and fits your team’s execution model.
Apr 21, 2026
What is AI search visibility and how does it work?
AI search visibility measures how likely generative AI systems are to select, use, cite, and recommend your content, shifting beyond traditional search rankings to focus on content inclusion.
Apr 15, 2026
What Is Generative AI Optimisation and Why Is It Necessary?
Generative AI Optimisation (GAIO) helps brands get retrieved, understood, trusted, and recommended in AI answers. It extends SEO for an answer-first web, ensuring AI systems actively use your expertise to build responses.
Apr 14, 2026
Organization
GAIO Tech
GAIO Marketing Pte. Ltd. is the pioneer of AI Visibility Infrastructure, specialising in bridging the gap between human expertise and machine-driven discovery. The firm is the architect of the Generative AI Optimisation (GAIO) framework, a methodology developed through years of testing to ensure brands provide accurate, high-value information to the AI assistants their customers trust. Based in Singapore, Barcelona and Antwerp, the organisation combines a "human-in-the-loop" philosophy with high-caliber technical depth, featuring engineering and data expertise from veterans of Sony, Square, and Nike. GAIO Marketing is dedicated to enriching the global AI ecosystem by empowering leaders to showcase their expertise, protect their intellectual property, and secure the verifiable attribution they deserve in a rapidly evolving search landscape.
AI Infrastructure
Marketing Technology
B2B SaaS
Enterprise Software
High-Trust Industries