User-Agent: *
Format: schema.txt
Version: 2.6
Purpose: schema.org JSON-LD Entity Index
Domain: viseon.io
Generated: 2026-02-02T15:55:36.738729Z (UTC)
Last-Modified: 2026-02-02T15:55:36.738729Z (UTC)
Total-Entities: 61
Content-Language: en-US
Multi-Language: false
Encoding: UTF-8
JSON-LD-Context: https://schema.org
JSON-LD-Version: 1.1
Content-Type: application/ld+json;charset=UTF-8
Cache-TTL: 3600s

# Organization Data
@type: Organization
@id:
- id: https://viseon.io/entity/#differentia-consulting
  url: https://www.differentia.consulting/
  name: Differentia Consulting
  description: Business intelligence and data analytics consultancy specialising in Qlik technologies, ERP systems, and AI-driven solutions

- id: https://viseon.io/entity/#organization
  url: https://viseon.io/
  name: VISEON
  description: Maintaining context for AI discoverability through knowledge graph validation and persistence for agentic commerce, from discovery to despatch

- id: https://viseon.io/entity/#viseon
  url: https://viseon.io/
  name: VISEON
  description: Semantic SEO and knowledge graph optimization platform

- id: https://viseon.io/#organization
  url: https://viseon.io/
  name: VISEON
  description: 

alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/organizations.json

# Product Data
@type: Product
@id:
- id: https://viseon.io/#offer-catalog
  url: 
  name: VISEON Services & Products
  description: 

- id: https://viseon.io/products/#fuseon-api-credits
  url: 
  name: FUSEON API Execution Credits
  description: API execution credits for FUSEON-powered knowledge graph builds, validations, and catalog updates. Consumed per execution. Available to VISEON service subscribers.

- id: https://viseon.io/3-day-roadmap/#offer-catalog
  url: 
  name: Three Day Workshop Services
  description: 

- id: https://viseon.io/articles/agentic-search-solves-intent-problem/#offer-catalog
  url: 
  name: Agentic Search Services
  description: 

- id: https://viseon.io/articles/digital-obscurity/#offer-catalog
  url: 
  name: Digital Obscurity Services
  description: 

alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/products.json

# Person Data
@type: Person
@id:
- id: https://viseon.io/person/adrian-parker
  url: 
  name: Adrian Parker
  description: 

- id: https://viseon.io/person/katelin-devencenty
  url: 
  name: Katelin DeVencenty
  description: 

- id: https://viseon.io/person/adrian-parker/
  url: https://www.differentia.consulting/adrian-parker/
  name: Adrian Parker
  description: 

- id: https://viseon.io/person/cassie-kozyrkov
  url: https://kozyrkov.com
  name: Cassie Kozyrkov
  description: Leading voice in decision intelligence, blending data science with behavioural science to help organisations make smarter, evidence-based decisions.

- id: https://viseon.io/person/monica-rogati
  url: https://www.monicarogati.com
  name: Monica Rogati
  description: Best known for creating the Data Science Hierarchy of Needs. Former VP of Data at Jawbone and early LinkedIn data scientist.

- id: https://viseon.io/person/joe-caserta
  url: https://www.caserta.com
  name: Joe Caserta
  description: Founder of NYC-based data and analytics consulting firm specialising in data architecture, engineering, and enterprise transformation.

- id: https://viseon.io/person/kirk-borne
  url: https://www.kirkborne.com
  name: Kirk Borne
  description: One of the most influential figures in big data and data science. Former NASA astrophysicist known for explaining emerging tech trends.

- id: https://viseon.io/person/bernard-marr
  url: https://www.bernardmarr.com
  name: Bernard Marr
  description: Best-selling author and strategic consultant bridging analytics and business impact, writing extensively on data strategy and digital transformation. Keynote speaker at Differentia Consulting Qlik Customer Day 2018.

- id: https://viseon.io/person/doug-laney
  url: https://www.douglaney.com
  name: Doug Laney
  description: Author of Infonomics and pioneer of treating data as an actual business asset. Expert in data monetisation, governance, and valuation.

- id: https://viseon.io/person/usama-fayyad
  url: https://www.usamafayyad.com
  name: Usama Fayyad
  description: Foundational figure in data mining development. Former Chief Data Officer at Yahoo! with deep expertise in AI, data platforms, and enterprise analytics.

- id: https://viseon.io/person/carla-gentry
  url: https://datainc.tech
  name: Carla Gentry
  description: Data scientist with decades of experience in analytics, segmentation, and statistical modelling, advocating for practical, business-first data applications.

- id: https://viseon.io/person/hilary-mason
  url: https://hilarymason.com
  name: Hilary Mason
  description: Founder of Fast Forward Labs (acquired by Cloudera), recognised voice in applied machine learning balancing innovation with responsible AI practices.

- id: https://viseon.io/person/ben-lorica
  url: https://www.benlorica.com
  name: Ben Lorica
  description: Former Chief Data Scientist at O'Reilly Media and co-chair of major AI/ML conferences, focusing on AI research, ML platforms, and scalable data architectures.

alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/persons.json

# Article Data
@type: Article
@id:
- id: https://viseon.io/articles/digital-obscurity/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/ai-search-optimization/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/interpret-your-ai-discoverability-assessment/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/building-json-ld-machine-trustable-knowledge-graphs/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/knowledge-graphs-evolution-semantic-web-ai-categorical-intelligence/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/agentic-search-solves-intent-problem/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/top-10-reasons-athletic-footwear-needs-schema/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/ai-search-optimization/schema-markup-guide/#article
  url: 
  name: 
  description: A detailed guide on implementing schema markup for AI search optimization, covering entity identification, relationship mapping, and cross-domain consistency.

- id: https://viseon.io/articles/architecting-for-agentic-commerce/#article
  url: 
  name: 
  description: Complete framework for agentic commerce readiness: semantic orthogonality for AI discovery (GIST), Available To Promise (ATP) for transaction certainty, and Universal Commerce Protocol (UCP) compliance for autonomous execution.

- id: https://viseon.io/articles/beyond-on-page-topic-clusters/#article
  url: 
  name: 
  description: Complete framework for building AI-discoverable topic clusters using Schema.org relationships. Learn how about/subjectOf inverse edges, DefinedTerm entities, and @ID integrity enable LLMs and AI Overviews to traverse your content hierarchy.

- id: https://viseon.io/articles/top-10-data-influencers-2026/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/top-10-llms-october-2025/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/ontologies-persisting-in-schemas-for-data-management/#article
  url: 
  name: 
  description: 

- id: https://viseon.io/top-10-data-influencers-2026/#article
  url: 
  name: 
  description: Annual report showcasing 10 influential leaders shaping the data, AI, and analytics landscape in 2026. Profiles highlight expertise in data science, engineering, business intelligence, generative AI, and thought leadership, with analysis of trends, career advice, and industry impact.

- id: https://viseon.io/top-10-reasons-athletic-footwear-needs-schema/#article
  url: 
  name: 
  description: Comprehensive case study examining how generational and regional vocabulary variations in athletic footwear terminology (trainers, sneakers, plimsolls, creps, tenis) demonstrate the critical need for Schema.org structured data in AI-powered commerce. Analysis covers 4 generations, UK regional variations, US/Hispanic markets, and multilingual terminology mapping.

alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/articles.json

# BlogPosting Data
@type: BlogPosting
@id:
- None found
alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/blogpostings.json

# Event Data
@type: Event
@id:
- id: https://www.differentia.consulting/event/qlik-customer-day-2018-march-21st-reading-agenda/
  url: 
  name: Qlik Customer Day 2018 - Untapping Latent Business Intelligence with #SmarterBI
  description: 

alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/events.json

# Review Data
@type: Review
@id:
- None found
alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/reviews.json

# FAQPage Data
@type: FAQPage
@id:
- id: https://viseon.io/#faq
  url: 
  name: 
  description: 

- id: https://viseon.io/articles/architecting-for-agentic-commerce/#faq
  url: 
  name: 
  description: 

alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/faqpages.json

# Service Data
@type: Service
@id:
- id: https://viseon.io/services/#knowledge-graph-assessment
  url: 
  name: VISEON AI Discoverability Assessment
  description: Comprehensive assessment report summarising audit of your domain's JSON-LD Schema Knowledge Graph, counting missing, invalid, or inconsistent entities and properties. Includes Google Rich Result and index analysis, reachability analysis, and actionable recommendations.

- id: https://viseon.io/services/#schema-implementation
  url: 
  name: Schema.org Markup Implementation
  description: Professional deployment of Schema.org knowledge graphs using JSON-LD. GraphRAG-ready structured data implementation optimised for AI agent consumption and semantic search.

- id: https://viseon.io/services/#knowledge-graph-solution
  url: 
  name: VISEON Semantic Intelligence Solution
  description: Complete service for web professionals managing multiple domains. Multi-domain knowledge graph analysis, reporting, and ongoing management of your entire digital estate for compliance, audit, and brand positioning. Custom solutions designed for your organisation's needs.

- id: https://viseon.io/3-day-roadmap/#service
  url: 
  name: VISEON Three Day Workshop
  description: A specialized 3-day consulting framework for semantic architecture and agentic commerce. Deep dive into brand entity mapping, AI visibility, and Schema.org implementation for authority in AI-driven search.

- id: https://viseon.io/3-day-roadmap/#day-one
  url: 
  name: Day One: Discovery & Semantic Diagnostic
  description: Baseline assessment of brand AI visibility including AI visibility audit, entity relationship mapping, and compliance gap analysis.

- id: https://viseon.io/3-day-roadmap/#day-two
  url: 
  name: Day Two: Knowledge Architecture Workshop
  description: Collaborative session for semantic identity definition, blueprint creation, and logic optimization to map core products into structured knowledge.

- id: https://viseon.io/3-day-roadmap/#day-three
  url: 
  name: Day Three: Strategic Reporting & Roadmap
  description: Executive alignment with comprehensive diagnostic delivery and agentic transition plan for AI-first commerce.

- id: https://viseon.io/3-day-roadmap/#deliverables
  url: 
  name: Strategic Deliverables
  description: As-Is audit report, semantic blueprint, and 90-day implementation roadmap for VISEON deployment.

- id: https://viseon.io/articles/agentic-search-solves-intent-problem/#service
  url: 
  name: Agentic Search Solutions
  description: VISEON.IO GraphRAG implementation consulting to solve search intent problems using knowledge graphs, NLP, and Schema.org. Enables AI agents and natural language search.

- id: https://viseon.io/articles/agentic-search-solves-intent-problem/#assessment
  url: 
  name: Search Intent Assessment
  description: Audit of keyword search failures and intent gaps.

- id: https://viseon.io/articles/agentic-search-solves-intent-problem/#knowledge-extraction
  url: 
  name: Knowledge Extraction
  description: Entity, property, and relationship extraction from content.

- id: https://viseon.io/articles/agentic-search-solves-intent-problem/#graph-construction
  url: 
  name: Graph Construction
  description: Schema.org knowledge graph building and validation.

- id: https://viseon.io/articles/agentic-search-solves-intent-problem/#deployment
  url: 
  name: GraphRAG Deployment
  description: NLP interface, MCP endpoints, and API integration.

- id: https://viseon.io/articles/agentic-search-solves-intent-problem/#agent-api
  url: 
  name: Agent API / MCP Integration
  description: Provision of endpoints (MCP, GraphQL, REST) for AI agents and partner interfaces to query authoritative structured knowledge.

- id: https://viseon.io/articles/ai-search-optimization/schema-markup-guide/#service
  url: 
  name: AI Search Optimization Services
  description: VISEON.IO’s AI search optimisation services enhance brand discoverability through advanced schema markup, structured data, and entity relationship mapping for AI-driven search engines.

- id: https://viseon.io/articles/architecting-for-agentic-commerce/#service
  url: 
  name: AI Discoverability Assessment
  description: Cross-domain Schema.org entity validation with @id reference integrity scoring, enabling ATP-transparent agentic commerce transactions.

- id: https://viseon.io/articles/beyond-on-page-topic-clusters/#service
  url: 
  name: Knowledge Graph Topic Cluster Audit
  description: Cross-domain entity validation identifying topic cluster gaps, orphaned content, and Schema.org relationship opportunities for maximum AI discoverability.

- id: https://viseon.io/articles/digital-obscurity/#assessment
  url: 
  name: Digital Obscurity Assessment
  description: 

- id: https://viseon.io/articles/digital-obscurity/#service
  url: 
  name: Digital Obscurity Solutions
  description: 

- id: https://viseon.io/articles/knowledge-graphs-evolution-semantic-web-ai-categorical-intelligence/#KG-service
  url: 
  name: Knowledge Graph Solutions
  description: VISEON.IO’s advanced Knowledge Graph solutions leverage JSON-LD to build domain-wide graphs with 100,000+ @ids and millions of properties, empowering brands with AI-driven categorical intelligence, unified structured data, and Knowledge Graph APIs for seamless discoverability in 2026+ AI ecosystems.

alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/services.json

# NewsArticle Data
@type: NewsArticle
@id:
- id: https://www.differentia.consulting/article/ai-search-channel-strategic-imperative-2026/#news
  url: https://www.differentia.consulting/article/ai-search-channel-strategic-imperative-2026/
  name: 
  description: A fundamental analysis of the shift from human-centric SEO to Agentic Discovery.

alternate: https://data-lake-seo.s3.eu-north-1.amazonaws.com/viseon-v2/https---viseon-io/schema-txt-json-files/newsarticles.json