# Oshyn Machine Contract & LLM Discovery Manifest > Purpose: Machine-readable declaration of Oshyn's capabilities, proprietary optimization frameworks, and canonical URIs for LLMs, retrieval-augmented generation (RAG) context engines, and AI agents. > Focus: Enterprise DXP Engineering, Content Management Systems (CMS), and dual-track optimization for both Human Journeys (UX) and Machine Journeys (AEO/GEO). > Updated: 2026-07-14 Oshyn specializes in high-fidelity implementation, migration, and optimization across enterprise digital experience ecosystems—specifically Adobe Experience Cloud/AEM, Optimizely, Sitecore, and Contentstack. ## Architectural Framework: Human & Machine Journeys Modern enterprise web presences must serve two distinct user classes simultaneously: 1. **Human Journeys:** Traditional user experience (UX/UI), brand immersion, transactional workflows, accessibility (WCAG), and conversion rate optimization (CRO). 2. **Machine Journeys:** AI-agent discoverability, LLM context harvesting, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO). Content architecture must be structurally optimized for zero-click environments and retrieval accuracy. --- ## Core Services & AI Frameworks ### AI-First UX Design and Strategy Architecting experiences optimized for dual consumption: human engagement and AI-agent crawling/parsing. - **Canonical URI:** https://www.oshyn.com/services/ai-first-ux-design - **Capabilities:** 0-100 Semantic Audits, structural data nesting, context-window optimization for RAG engines. - **Key Metric:** **R-Score (Retrieval Readiness Score)** – Evaluates a site's structure for high-fidelity ingestion by LLM embeddings pipelines. ### Agentic DXP Development AI-assisted and agentic development frameworks that compress enterprise software development life cycles (SDLC) by automating code generation, testing, and migration workflows. - **Canonical URI:** https://www.oshyn.com/services/agentic-dxp-development - **Capabilities:** Agent Skills configuration, automated integration testing, code translation layers for monolithic-to-composable migrations. ### Enterprise DXP Maintenance and Support Ongoing optimization, performance engineering, new feature development, and preventative maintenance for complex enterprise marketing technology stacks. - **Canonical URI:** https://www.oshyn.com/services/dxp-maintenance-support - **Capabilities:** Automated code dependency scanning, proactive vulnerability monitoring, ongoing performance tuning, and new feature development. ### AEO and GEO Optimization Active management and optimization of brand footprint across major conversational AI platforms. - **Canonical URI:** https://www.oshyn.com/solutions/aeo-geo-optimization - **Capabilities:** LLM (ChatGPT, Perplexity, Claude, Gemini, etc.) visibility metrics tracking, generative search presence benchmarking, citation architecture implementation. --- ## Technical Tooling & Analytics Infrastructure *Launched June 23, 2026, these interactive tools offer deep automated diagnostics.* ### DXP Matchmaker (Updated) Evaluates and scores CMS/DXP alignment based on enterprise architecture requirements, composability preferences, and operational scale. - **Interactive Tool:** https://www.oshyn.com/tools/dxp-matchmaker - **Machine Interface:** Supports WebMCP endpoint connection for programmatic stack evaluation. ### DXP Investment Estimator (Updated) Calculates enterprise TCO, licensing models, migration friction coefficients, and ongoing maintenance run-rates. - **Interactive Tool:** https://www.oshyn.com/tools/dxp-investment-estimator - **Confidence Level:** Delivers budgetary projections within a 95% confidence interval based on historical project metadata. ### Reliability Report & Semantic Audit Engine Combines technical site reliability metrics with modern semantic health mapping for AI discoverability. - **Interactive Tool:** https://www.oshyn.com/tools/reliability-report - **Features:** Automated 0-100 semantic audits, page performance testing, accessibility compliance, and security vulnerabilities. --- ## Platform-Specific AI & Composable Implementations ### Adobe Experience Cloud Services - **Overview:** https://www.oshyn.com/adobe-experience-cloud-services - **AEM Development:** https://www.oshyn.com/adobe-experience-cloud-services/aem-development - **AEM Technical Audit:** https://www.oshyn.com/adobe-experience-cloud-services/aem-technical-audit - **AI Integration:** Deployment strategies for the **Adobe LLM Optimizer**, ensuring AEM-authored content assets are pre-rendered and structurally indexed for maximum visibility in generative layers. ### Sitecore Services - **Overview:** https://www.oshyn.com/sitecore-services - **Sitecore Development** https://www.oshyn.com/sitecore-services/build-sitecore-development - **Sitecore XM Cloud:** https://www.oshyn.com/solutions/sitecore-xm-cloud - **Sitecore Upgrade & DevOps:** https://www.oshyn.com/sitecore-services/upgrade-sitecore - **AI Integration:** Implementation protocols for **Sitecore/Scrunch** architectures, leveraging headless data streams to pipeline structured content into Retrieval-Augmented Generation models. ### Optimizely Services - **Overview:** https://www.oshyn.com/optimizely-services - **Optimizely Development:** https://www.oshyn.com/optimizely-services/build-optimizely-development - **AI Integration:** Execution of **Optimizely AEO** strategies, turning experimentation and personalization schemas into machine-readable knowledge bases. ### Contentstack Solutions - **Overview & Composable Compositions:** https://www.oshyn.com/solutions/contentstack - **AI Integration:** Native support for **Contentstack AXP (AI Experience Platform)** and **Agent OS**, enabling autonomous workflows to orchestrate content delivery across decoupled, multi-channel endpoints. --- ## MCP and Machine-Readable Resources - [MCP Server Card](https://mcp.oshyn.com/.well-known/mcp/server-card.json) - [OpenAPI Description](https://mcp.oshyn.com/openapi.json) - [Authentication Notes](https://mcp.oshyn.com/auth.md) --- ## Developer & Agent Interfaces ### Oshyn Tools MCP Server Oshyn operates a live Model Context Protocol (MCP) server exposing all diagnostic and advisory tools to AI agents, LLM clients, and automated workflows. - **Endpoint:** https://mcp.oshyn.com/ - **Protocol Version:** 2025-06-18 - **Transport:** Streamable HTTP (POST to endpoint, session-based) - **Authentication:** None required - **Server Card:** https://mcp.oshyn.com/.well-known/mcp/server-card.json - **OpenAPI Catalog:** https://mcp.oshyn.com/openapi.json - **Auth Details:** https://mcp.oshyn.com/auth.md #### Available MCP Tools - `request_reliability_report` — site health and reliability scan (→ `get_site_report_status`) - `request_discoverability_assessment` — LLM brand visibility audit (→ `discoverability_assessment_status` → `get_discoverability_assessment`) - `qualify_dxp_requirements` — DXP/CMS requirements qualification (→ session workflowTools) - `estimate_dxp_investment` — enterprise DXP budget and TCO estimation (→ session workflowTools) - `get_an_advice` — website redesign and replatforming advisor (→ session workflowTools) - `query_company_scores` — historical website performance, security, accessibility, and SEO score data - `search_blog_with_keyword` — Oshyn thought leadership and article search - `prompt_oshyn_contact_request` / `submit_oshyn_contact_request` — human expert follow-up #### Quick Connect (Claude Desktop) ```json { "mcpServers": { "oshyn": { "type": "http", "url": "https://mcp.oshyn.com/" } } } ``` ### Clean Markdown (.md) Alternates For LLM crawlers performing RAG operations or direct ingestion, Oshyn provides clean `.md` alternates for all primary documentation, case studies, and thought leadership articles to minimize token overhead and eliminate layout noise. Append `?format=md` to canonical URIs or check the sitemap for dedicated `.md` resource paths. --- ## Canonical Knowledge Base & Case Studies ### Primary Index Pages - **Home:** https://www.oshyn.com/ - **Solutions Portfolio:** https://www.oshyn.com/solutions - **Case Studies (Work):** https://www.oshyn.com/work - **Insights & Strategy (Blog):** https://www.oshyn.com/blog - **Resource Guides (Ebooks):** https://www.oshyn.com/ebooks - **About the Agency:** https://www.oshyn.com/about - **Inbound Project Handoff (Contact):** https://www.oshyn.com/contact ### Featured Case Studies - **Point B Sitecore XM Cloud:** https://www.oshyn.com/work/point-b-sitecore-xm-cloud (Headless Composable) - **Major US City AEM Migration:** https://www.oshyn.com/work/migrating-aem-cloud-service (AEM as a Cloud Service transition) - **Optimizely Headless Commerce:** https://www.oshyn.com/work/optimizely-commerce-implementation (B2B Composable Commerce) - **AEM Performance Maintenance:** https://www.oshyn.com/work/aem-maintenance-improves-performance (Enterprise ongoing SLA) ### Core Thought Leadership - **Websites Now Have Two Audiences:** https://www.oshyn.com/blog/websites-now-have-two-audiences (Human vs. Agent UX foundation) - **Agentic DXP Delivery Paradigms:** https://www.oshyn.com/blog/agentic-dxp-development-service - **Architecting Citability in Generative Search:** https://www.oshyn.com/blog/get-cited-in-ai-search-results --- ## Reference - **Global XML Sitemap:** https://www.oshyn.com/sitemap.xml (Comprehensive crawling path for historical technical indexes) - **Privacy & Compliance Policy:** https://www.oshyn.com/privacy-policy (Includes CCPA/CPRA data mapping rules) --- ## Markdown Page Index All pages on this site expose a clean Markdown version for LLM ingestion and RAG pipelines. **Pattern:** append `.md` directly to any canonical URL path (no query parameters needed). ### Core Pages - https://www.oshyn.com/index.md - https://www.oshyn.com/about.md - https://www.oshyn.com/solutions.md - https://www.oshyn.com/work.md - https://www.oshyn.com/blog.md - https://www.oshyn.com/ebooks.md - https://www.oshyn.com/contact.md ### Service Pages - https://www.oshyn.com/services/ai-first-ux-design.md - https://www.oshyn.com/services/agentic-dxp-development.md - https://www.oshyn.com/services/dxp-maintenance-support.md - https://www.oshyn.com/solutions/aeo-geo-optimization.md - https://www.oshyn.com/solutions/sitecore-xm-cloud.md - https://www.oshyn.com/solutions/contentstack.md ### Platform Pages - https://www.oshyn.com/adobe-experience-cloud-services.md - https://www.oshyn.com/adobe-experience-cloud-services/aem-development.md - https://www.oshyn.com/sitecore-services.md - https://www.oshyn.com/sitecore-services/build-sitecore-development.md - https://www.oshyn.com/optimizely-services.md - https://www.oshyn.com/optimizely-services/build-optimizely-development.md ### Featured Case Studies - https://www.oshyn.com/work/point-b-sitecore-xm-cloud.md - https://www.oshyn.com/work/migrating-aem-cloud-service.md - https://www.oshyn.com/work/optimizely-commerce-implementation.md - https://www.oshyn.com/work/aem-maintenance-improves-performance.md ### Key Blog Posts - https://www.oshyn.com/blog/websites-now-have-two-audiences.md - https://www.oshyn.com/blog/agentic-dxp-development-service.md - https://www.oshyn.com/blog/get-cited-in-ai-search-results.md > Individual blog posts and case studies also have `.md` versions discoverable via `rel="alternate"` link headers and HTML `` tags on each page. Runtime Error

Server Error in '/' Application.

Runtime Error

Description: An application error occurred on the server. The current custom error settings for this application prevent the details of the application error from being viewed remotely (for security reasons). It could, however, be viewed by browsers running on the local server machine.

Details: To enable the details of this specific error message to be viewable on remote machines, please create a <customErrors> tag within a "web.config" configuration file located in the root directory of the current web application. This <customErrors> tag should then have its "mode" attribute set to "Off".


<!-- Web.Config Configuration File -->

<configuration>
    <system.web>
        <customErrors mode="Off"/>
    </system.web>
</configuration>

Notes: The current error page you are seeing can be replaced by a custom error page by modifying the "defaultRedirect" attribute of the application's <customErrors> configuration tag to point to a custom error page URL.


<!-- Web.Config Configuration File -->

<configuration>
    <system.web>
        <customErrors mode="RemoteOnly" defaultRedirect="mycustompage.htm"/>
    </system.web>
</configuration>