Build Your Registry.
Command Your Visibility.
VISEON: the canonical registry of your brand, products and services, for AI discovery, agentic search, and agentic commerce.
VISEON helps protect and promote your brand, products, and services in AI-generated responses by making your content readable to agentic AI systems through structured data, APIs, and MCP-enabled connections. VISEON helps your brand become eligible for AI-mediated discovery: cited in answers, understood by assistants, accessible through MCP-ready endpoints, and prepared for agentic commerce flows.
Many brands remain digitally obscure to AI systems because they lack enough structured context and authoritative signals. As a result, when customers ask AI assistants for recommendations, better-defined competitors are surfaced instead. Traditional SEO alone is no longer enough; to earn visibility in AI-driven discovery, brands need structured meaning, entity clarity, and machine-readable signals.
VISEON addresses this by capturing your entire digital footprint, evidencing it, and registering it as a cohesive knowledge graph that AI can find, understand, and recommend. Our automated system operates across all domains to ensure consistent, canonical brand representation at the metadata level, preventing digital obscurity — the condition that occurs when brands, products, and services remain implicitly referenceable to AI agents rather than explicitly declared, typed, and connected in structured form. By auditing Schema markup, validating knowledge graph compliance and other frameworks, verifying Google Rich Results, and enabling hybrid Vector- and GraphRAG-based search via MCP, VISEON delivers the canonical intelligence that ensures your brand is understood, and found, by AI discovery engines — at every stage of agentic commerce.
Audit
Deliver a comprehensive ‘as-is’ audit report assessing your domain’s current knowledge graph and registry for quality, accuracy, completeness, validating entity gaps, unique IDs, relationships, Google rich results, and JSON-LD + framework(s) – ontology compliance.
Effort: Up to Three Days
Build
Compare and tailor ‘to-be’ registry content to sector norms for context. Include your desired state – for Google content-rich results and other markup frameworks; such as for Organisation,
Products, Services, Events, Culture & Talent.
Effort: One to Three Months (part time)
Connect
Integrate with use of AI Agentic Search, consider upgrading site search “Ask“, to become your brand’s identity. Extend your registry until it is the authoritative record of what your organisation is and what it offers.
Expose via MCP for agentic commerce, integrated into your entire supply chain.
Effort: Ongoing as part of a managed service.
Like Microsoft’s NLWeb, we prioritise JSON-LD for seamless LLM ingestion, meaning-based search, not keyword guesswork. We can deliver pure Vector or hybrid Vector/RAG solutions for AI Search, agentic commerce, and other use cases.
Reduce Your Advertising Dependency
Paid media rents clicks. Machine-readable context builds authority.
VISEON helps reduce dependency on paid discovery by making your brand, products and services explicitly understandable to AI search,
answer engines and agentic interfaces.
Lower Marketing Costs
Reduce ongoing advertising spend while maintaining customer acquisition through organic AI discovery.
Consistent Brand Control
Ensure your brand message remains consistent across all your digital properties and AI search results.
Options for Getting Started
vCat:Web — Test For AI Discoverability, Then Build Your Registry
Registry Audit
Uncover the current state of your domain’s AI discoverability.
This comprehensive assessment report summarises our audit of your domain’s JSON-LD Schema Knowledge Graph, counting missing, invalid, or inconsistent entities and properties. It includes Google Rich Result and index analysis, reachability analysis, and more.
By pinpointing gaps and the potential risks, the assessment highlights areas for improvement and helps you take informed, targeted actions to strengthen your domain’s AI discoverability and reduce the risk of digital obscurity.
Ideal for anyone who needs to know if they have AI discoverability problems, and which specific issues require attention.
Best for: Understanding your current position
Managed Registry
Understand how to improve your domain’s AI discoverability.
Gain access to a complete registry of every Schema entity, property, and relationship across all of your domains. Identify precisely what exists, where it’s defined, and what needs correction. Monitor changes, validate updates, and track progress toward minimising digital obscurity.
With full visibility of your domain’s Schema entities, it’s never been easier to ensure your registry is complete, accurate, current, and consistent for AI Search and Agentic Commerce.
Ideal for CMOs and CDOs accountable for AI visibility, and the webmasters and SEO teams who implement it, and organisations managing Agentic Commerce and continuous AI readiness
Best for: Organisations that need to stay AI-ready
Who We Help
At VISEON, we empower organisations to survive and thrive in the agentic economy by capturing their identity, offerings, and operational logic, evidencing it, and registering it as fact machines can act on.
We are living through a massive generational shift: as consumers and enterprise buyers abandon traditional search engines for autonomous AI assistants, legacy keyword-based SEO is obsolete. Organisations that fail to publish a canonical, structured registry risk absolute digital obscurity—becoming invisible to AI-powered architectures just as legacy directories vanished in the early Google era. We bridge the gap between organisational intent and AI interpretation, turning raw web footprints into an authoritative record of what your business is and what it offers.
- Growing Enterprises seeking a rapid, hands-off deployment of a comprehensive website AI strategy without taxing internal engineering resources.
- B2B Organisations whose high-value decision-makers use AI assistants to research, evaluate, and shortlist enterprise vendors.
- International Brands requiring absolute entity consistency, canonical identity verification, and multi-market voice across complex regional domains.
- Complex Institutions & Content Creators needing to protect their intellectual property, ensuring AI agents respect their unique pedagogical methodologies and mechanical operational constraints.
Built by Enterprise Data Specialists Since 2002
VISEON platform is developed by the AI specialists at Differentia Consulting; who have been helping organisations prepare quality data models for Business Intelligence and AI use cases since 2002, and the only Qlik partner globally to do so.
VISEON audits assess Schema.org knowledge graph quality and cohesiveness; as implemented by Yoast, Rank Math, Schema Pro, AIOSEO, and other WordPress schema plugins, as well as direct injection, across the 20+ million active corporate websites globally. By ensuring knowledge graphs are compliant with Schema.org framework standards, VISEON makes content readable and available to AI agents via NLWeb and, importantly MCP servers for multiple agentic use cases that include Agentic Commerce.
VISEON converts your website content into registered fact: canonical, evidenced, and readable by any AI.
Learn More
Complete Guide to AI Search Optimisation – Understand how AI search works and why traditional SEO and GEO isn’t enough
vCat:Enterprise – Everything your business knows that never made it into a database
Success Stories – See how our clients have improved their AI search discoverability and AI accessibility.
Technical Implementation Guide – Learn about the structured data that powers your website’s MCP interface
