Hunch Manifest Inc dba Schema App Unclaimed
Guelph, Ontario, Canada
Enterprise-grade platform to build and govern Content Knowledge Graphs for reliable AI and search understanding.
Schema App is a platform operated by Hunch Manifest Inc that helps large organizations structure their data into a governed semantic data layer, enabling a Content Knowledge Graph to make content machine-readable and consistently understood by search engines and AI. The solution connects content, products, and expertise into a scalable, machine-readable model and provides governance, entity linking, and broader data governance capabilities across websites and applications. Target audiences include enterprise brands, marketing and SEO teams, and developers seeking reliable brand representation and AI-ready content. Core capabilities cover strategy, authoring, deployment, monitoring, and optimization of structured data; centralized knowledge graph management; cross-page entity linking; and analytics to improve visibility and reduce AI misinterpretations. The mission centers on building meaningful connections between organizations and their audiences, using enterprise-grade knowledge graphs to support discovery, trust, and performance in AI-driven search.
Build Meaningful Connections so We Are All Understood.
What we offer
Schema App Platform
Build and govern a Content Knowledge Graph for enhanced AI and search visibility.
www.schemaapp.com/solutions/Schema App Highlighter
Effortlessly generate, deploy, and manage Schema Markup across thousands of pages.
www.schemaapp.com/solutions/schema-app-highlighter/Schema App Editor
Effortlessly generate and manage Schema Markup for individual pages without any coding required.
www.schemaapp.com/solutions/schema-app-editor/Schema Performance Analytics
Enhance Schema Markup performance tracking with comprehensive analytics and reports.
www.schemaapp.com/solutions/schema-performance-analytics/Entity Hub
Optimize, manage, and analyze entities for AI-driven search and visibility.
www.schemaapp.com/solutions/entity-hub/Schema App Integrations
Enhance your content's visibility and control with seamless Schema integrations across platforms.
www.schemaapp.com/solutions/integrations/High Touch Support Services
Empowers enterprises with dedicated support for optimal Schema Markup implementation.
www.schemaapp.com/solutions/high-touch-support-services/Who do we serve
Global Enterprise Content Governance
Global brands needing centralized governance for AI-ready content across websites.
SEO Driven Enterprise Marketing Teams
Mid-to-large marketing teams focusing on search performance and structured data.
Platform Architects And Data Engineers
Engineering teams enabling AI-ready data flows and governance.
E-commerce Brand And Product Data Teams
Retail brands managing product data across channels.
Market segments
Market size by segment
Growth potential (CAGR)
Content knowledge graph management
Capabilities to create, manage, and govern an enterprise content knowledge graph that links content, products, and expertise for consistent machine-readable representation across sites.
Schema markup and structured data optimization
Capabilities to audit, implement, and optimize Schema.org markup and other structured data to improve search visibility and machine readability.
Search and schema performance analytics
Analytics and reporting that combine search console data with schema signals to monitor markup health, measure coverage, and produce stakeholder-ready insights.
Knowledge graph and AI content orchestration
Structure brand data into a knowledge graph and deliver AI-ready, consistent answers across conversational AI, search engines, and publisher channels.
More information about our offering
Schema App Platform
Schema App Platform is an enterprise-grade platform for building and governing a Content Knowledge Graph using Schema Markup. It enables scalable creation, deployment, and governance of structured data across thousands of pages, with built-in health monitoring and analytics. The platform connects content, products, and expertise into a machine-readable model and supports AI-ready integration across search and AI experiences. The platform includes features for knowledge graph creation, health monitoring, and more.
- Support Accurate AI-Generated AnswersEnsure that search engines and AI systems understand your content accurately with a structured data model.
- Ensure Accurate Representation of Your BrandMaintain control and oversight over how your brand is represented in AI and search environments.
- Achieve Consistent Markup Across SitesStreamline the management of Schema Markup across various platforms, reducing inconsistencies.
- Effortlessly Manage Large Scale DataEnsure consistent and efficient Schema Markup implementation across an extensive range of content.
- Enhance Entity AccuracyRefine the representation of entities to ensure they are accurately defined and understood by search engines.
- Track Schema Markup PerformanceAccess detailed insights into the performance of your structured data and optimize accordingly.
- Leverage Expert GuidanceGet tailored support for your Schema Markup implementation, addressing unique needs and challenges.
Schema App Highlighter
Schema App Highlighter is a scalable tool that creates and deploys semantic Schema Markup at scale by using templates. It dynamically generates markup based on page content, links entities to knowledge graphs, and integrates with any CMS or website. No manual coding is required, and a Customer Success Manager guides template creation and ongoing management.
- Streamlines WorkflowSeamlessly integrates with various Content Management Systems, ensuring hassle-free deployment.
- Simplifies Markup ProcessEliminates the need for technical expertise, allowing users to deploy Schema Markup effortlessly.
- Ensures AccuracyAutomatically adjusts the Schema Markup when content changes, reducing errors and maintaining relevance.
- Scales EffortlesslyEfficiently manage Schema Markup across a large number of pages with minimal effort.
- Enhances Data ContextAutomatically links entities to external knowledge sources, improving search engine understanding.
- Provides SupportOffers personalized support to help maximize the effectiveness of the Schema Markup strategy.
Schema App Editor
Schema App Editor enables code-free authoring and deployment of Schema Markup for unique pages. Users can create markup on a page-by-page basis without coding and deploy directly to pages, while remaining compatible with any site.
- Ensures Wide AccessibilityThe Schema App Editor supports all kinds of content management systems (CMS) and websites, allowing seamless integration for any user, regardless of platform.
- Simplifies Content ManagementEnables users to create detailed Schema Markup for each page easily, minimizing reliance on technical expertise and streamlining the management process.
- Enhances Functional CohesionThe Editor integrates smoothly with other Schema App tools, creating a unified environment for managing and optimizing structured data across applications.
- Ensures Markup AccuracyUsers receive immediate validation of the Schema Markup they create, helping to rectify issues promptly and maintain high-quality standards in structured data implementation.
- Facilitates Controlled UpdatesOffers users the flexibility to implement Schema Markup on individual pages, ensuring precise control over each deployment, accommodating specific content updates as needed.
Schema Performance Analytics
Schema Performance Analytics is an interactive analytics tool that tracks the performance of Schema Markup across a site by combining Google Search Console data with Schema App signals. It provides customizable reports, a 360-degree view of performance, and stakeholder-ready insights; available to Schema App Enterprise customers.
- Gain Complete VisibilityVisualize your entire Schema Markup performance journey, understanding clicks, impressions, and click-through rates over time.
- Integrate Data SourcesLeverage combined insights from both platforms for a holistic view of Schema Markup performance.
- Create Tailored InsightsGenerate reports that meet the specific needs of various stakeholders, facilitating data-driven decision-making.
- Facilitate Strategic ReviewsEquip teams with actionable insights tailored for stakeholders, enhancing transparency and accountability.
- Access Entire Data SetBypassing the limitations of Google Search Console, users can export and analyze their complete data from Schema performance analytics.
Entity Hub
Entity Hub is an enterprise solution for managing, optimizing, and measuring entities. It centers a Content Knowledge Graph and includes modules for Entity Linking, Entity Reports, Entity Manager, and Entity Performance Analytics, with MCP-based AI agent exposure to enable AI-ready governance.
- Streamline Your Entity ManagementEntity Hub facilitates the creation and oversight of a cohesive, reusable knowledge graph that represents your site's entities effectively, enhancing clarity and relevance in search.
- Optimize for AI InteractionsThe MCP server enables your knowledge graph to be utilized by AI agents, ensuring consistent and trustworthy data representation across interactions.
- Enhance Semantic ClarityUtilize automated entity linking to connect your content with external authoritative sources, significantly improving search engines' understanding of your topics.
- Ensure Accuracy and ControlThe Entity Manager allows users to refine entity definitions, aligning them with search expectations and ensuring precise machine readability.
- Increase Your VisibilityAutomatically create a robust knowledge graph that links internal entities, enhancing topical authority and search relevance.
- Gain Actionable InsightsLeverage detailed reporting tools to analyze entity performance and coverage, helping teams prioritize optimizations effectively.
Schema App Integrations
Schema App Integrations provides connections to CMSs and other systems to support the knowledge graph and entity schema. It includes support for NLWeb and MCP and ensures that your data can be exposed to AI agents.
- Connect Your CMS SeamlesslyEffortlessly connect your existing content management systems to our platform for streamlined schema markup deployment and entity management.
- Ensure Data ConsistencyFacilitate smooth data flow between your knowledge graph and various external systems to ensure all platforms reflect consistent and accurate information.
- Enable AI-Ready DataEnsure your data meets NLWeb and MCP standards, making it suitable for machine understanding and improving visibility in AI-driven search environments.
- Integrate FlexiblyChoose from various integration options such as custom plugins and server-side techniques to fit your unique website architecture.
- Reduce IT RelianceEnable marketing teams to govern and deploy schema markup autonomously, thereby fostering agility and reducing dependency on engineering resources.
High Touch Support Services
High Touch Support Services provides personalized, enterprise-grade support for Schema Markup initiatives, including dedicated customer success management and ongoing governance and optimization of markup deployments.
- Facilitates Seamless Strategy ExecutionYour dedicated CSM works closely with your team to develop and refine your Schema Markup strategy, ensuring alignment with business goals.
- Maximizes Long-Term Schema QualityRegular reviews and updates keep your Schema Markup in sync with changing search engine algorithms and business needs.
- Addresses Unique Enterprise ChallengesExpert support aids large organizations in managing their extensive Schema Markup requirements effectively.
- Starts Strong with Tailored PlanningWorkshops and consultations formulate a strategy that meets specific aims and expands your data's semantic value.
- Enhances System Performance ProactivelyAnticipate potential technical challenges with timely insights that maintain your site's ranking health.
- Improves Decision-Making Through DataUtilizes data from real-time analytics to support informed adjustments, maximizing your SEO and content strategy.
References
Methodology and sourcing behind the figures shown above.
Content knowledge graph management
Estimates use published knowledge-graph and KG-as-a-service market figures in the search results as the primary basis. Market research sources show the broader knowledge-graph market at roughly $10B (2024) with mid-single-digit CAGRs (~6.8%) and alternative forecasts of multi-billion-dollar valuations by early 2030s. Content knowledge-graph management (enterprise content linking content, products, expertise) is a subset of the overall knowledge-graph/KGaaS opportunity; I conservatively assume ~25% share of the near-term KG market to derive a current TAM of ~$2.5B. Growth potential is estimated slightly above headline KG CAGRs (6.8–7.1%) because content-centric use cases (search, personalization, product-content linking, governance) are high-priority for enterprises, supporting an ~8.0% CAGR.
- The Knowledge Graph market is currently valued at $10 Billion with a CAGR of 6.8% in 2024.
- Graph Database Market Size, Share, Growth (page lists graph/knowledge-graph research context).
- Does Your Business Need a Knowledge Graph for a Future with Agentic AI? (knowledge-graph analysis context).
- Knowledge Graphs As a Service Market ... Growing at a CAGR of 7.1% from 2026 to 2033.
- The knowledge graph market valuation is predicted to cross USD 3.7 billion by 2032.
Schema markup and structured data optimization
Estimate based on AI search/AEO market sizing and growth from the search results. The global AI search engine market was ~$16–17B in 2024 and growing at ~13.6–15.6% CAGR; schema/structured-data optimization is a technical services subsegment (audits, implementation, tooling) that plausibly represents a small share of AI search/SEO service spend (~~1–3%). Using a mid-point share yields an approximate current market of ~$0.5B and growth aligned with AI search engines (~15% CAGR).
- The global AI search engine market was valued at 16.28–17.3 billion in 2024 and projected to reach 50.88–108.88 billion by 2032–2034.
- McKinsey projects $750 billion in U.S. revenue will funnel through AI-powered search by 2028.
- The global AI market reached $244 billion in 2025 and is expected to exceed $800 billion by 2030.
Search and schema performance analytics
Estimated by benchmarking the broader Performance Analytics market (reported at ~USD 8.0–8.45B) and treating "search and schema performance analytics" as a small specialist niche (roughly 2–4% of the broader market given its focus within SEO/structured-data tooling and enterprise SEO spend). Growth assumption uses the broader Performance Analytics CAGR (≈5.7%) as a conservative baseline and Big Data/analytics sector CAGRs (~12.8%) as an upper bound; the niche should grow faster than generic performance analytics due to rising structured-data and SEO tool adoption, so a ~12% CAGR is applied.
Knowledge graph and AI content orchestration
Estimated current market size (≈ USD 2.0B) based on published knowledge-graph market figures (MarketsandMarkets, Fortune) for 2025–2026. The segment (knowledge graph + AI content orchestration) is a subset of the broader knowledge-graph and semantic/agentic markets; growth potential (≈25% CAGR) is a mid-point between reported CAGRs (17.7%–37.3%) from several reports (Fortune Business Insights, MarketsandMarkets, Coherent Market Insights, Mordor Intelligence) reflecting rapid adoption for AI, virtual assistants, and agentic/semantic layers.
- projected to reach USD 9.88 billion by 2032 from USD 1.90 billion in 2026, at a compound annual growth rate (CAGR) of 31.6%.
- The global knowledge graph market size was valued at USD 1.48 billion in 2025... projected to grow from USD 2.04 billion in 2026 to USD 25.7 billion by 2034, exhibiting a CAGR of 37.29%.
- The Global Semantic Knowledge Graphing Market size is estimated to be valued at USD 4.94 billion in 2026 and is expected to reach USD 15.47 billion by 2033, exhibiting a compound annual growth rate (CAGR) of 17.7%.
- The semantic layer and knowledge graph in agentic AI market size stood at USD 1.73 billion in 2025, and it is forecast to climb to USD 4.93 billion by 2030 through a 23.30% CAGR.
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