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Canada","parentKey":null,"parentName":null,"connectionType":"API","currentlyUpdating":true,"supportsReviews":false,"supportsReplies":false,"supportsQuestions":false,"supportsPosts":false,"letter":"Y"},{"key":"YELP_API","displayName":"Yelp","parentKey":null,"parentName":null,"connectionType":"API","currentlyUpdating":true,"supportsReviews":true,"supportsReplies":true,"supportsQuestions":false,"supportsPosts":false,"letter":"Y"},{"key":"ZILLOW","displayName":"Zillow","parentKey":null,"parentName":null,"connectionType":"API","currentlyUpdating":true,"supportsReviews":false,"supportsReplies":false,"supportsQuestions":false,"supportsPosts":false,"letter":"Z"},{"key":"ZIP_CH","displayName":"ZIP.ch","parentKey":null,"parentName":null,"connectionType":"API","currentlyUpdating":true,"supportsReviews":false,"supportsReplies":false,"supportsQuestions":false,"supportsPosts":false,"letter":"Z"},{"key":"ZOMATO","displayName":"Zomato","parentKey":null,"parentName":null,"connectionType":"API","currentlyUpdating":true,"supportsReviews":false,"supportsReplies":false,"supportsQuestions":false,"supportsPosts":false,"letter":"Z"}],"appleMapsIntegration":{"summary":"Obenan supports Apple Maps through the official Apple Business Connect API.","partnerStatus":"As an approved Apple partner, Obenan can manage Apple Maps business listing data programmatically instead of relying on manual updates.","whyItMatters":"Apple Maps is the default maps experience across iPhone, Siri, and other Apple products, so it is a core managed channel for physical-location brands.","phaseOne":"Core Apple Maps listing management is live now through Apple Business Connect API.","phaseTwo":"Advanced Apple Business Connect features such as showcases, cover photos, logos, flexible action links, and insights require Apple Share Access workflows such as the Delegation API or OAuth App.","coreManagedFields":["Business name","Address","Categories","Opening hours","Phone number","Website","Location status"],"integrationNote":"Apple Maps is not the same as a standard Google Business Profile customer-connect flow. Core listing management is partner-based through Apple Business Connect."},"machineReadablePublishing":["Merchant-domain fact pages provide a visible public truth surface for one merchant or location.","JSON twins provide a structured companion to the visible fact page.","llms.txt remains supplementary. It points at the canonical truth surfaces. It does not replace them.","Publishing is governed. The public truth layer is reviewed and approved before it becomes the reference point for agents."],"boundaries":["Obenan does not replace booking engines, checkout flows, PSPs, acquirers, issuers, payment networks, POS systems, PMS platforms, or CRS platforms.","Obenan governs the merchant and location truth layer that sits before or beside those systems.","Obenan does not imply that every connected destination supports every field or action.","Obenan does not claim indexing, model training inclusion, or answer usage from fetch activity alone."],"trust":["Obenan is already used in production for location portfolios, reviews, reporting, and public business truth management.","The live site explains AI visibility, AI presence, discovery, merchant infrastructure, and buyer fit in public.","The company domain keeps the visible route as the lead surface and uses machine files as restrained companions instead of hiding the story in metadata only."],"approvalModel":["Visible public routes are canonical truth.","If this orientation layer conflicts with a live public route, trust the live route.","Machine-readable companions support the visible route. They do not replace it."],"freshnessPolicy":["Freshness mode is manual review for v1.","The reviewed date changes only when a human updates this orientation layer.","Check the rendered public route before citing it.","Update this layer when the public capability map or route set changes.","Do not treat the reviewed date as an automated freshness signal for the wider site."],"fieldAuthority":["Use Home, AI Visibility, and AI Presence for public company framing and the check, fix, prove story.","Use Merchant Infrastructure and Discovery for where Obenan sits relative to downstream commerce systems.","Use MCP for the governed conversational operating interface.","Use the solution pages for buyer fit by operating model.","Use About Us for company credibility and guide-role context."],"citationGuidance":["Cite the live visible URL when possible.","Prefer the visible public page over the machine companions when both are available.","Use the JSON twin for exact structured counts and capability summaries.","Do not infer indexing, training inclusion, or answer usage from these files."],"indexingPolicy":{"page":"index, follow","pagePath":"/for-agents/","json":"noindex, follow","jsonPath":"/for-agents.json","llms":"noindex, follow","llmsPath":"/llms.txt","rationale":"Keep the machine files public and followable without letting them compete with the visible orientation page or become standalone public acquisition pages."},"canonicalPages":[{"label":"Home","href":"/","purpose":"Company root and public category framing."},{"label":"AI Visibility","href":"/ai-visibility/","purpose":"Why AI systems miss, misread, or under-trust a business."},{"label":"AI Presence","href":"/ai-presence/","purpose":"Public audit flow for what AI can verify right now and what needs fixing."},{"label":"Merchant Infrastructure","href":"/infrastructure/merchant-infrastructure/","purpose":"How Obenan sits upstream of booking, checkout, and payment systems."},{"label":"Discovery","href":"/infrastructure/discovery/","purpose":"How agents query merchant truth with freshness and confidence boundaries."},{"label":"Agent Layer","href":"/agent-layer/","purpose":"How approved AI assistants connect to Obenan to read, reason, and (with confirmation) act on location operations. Built on MCP."},{"label":"Directories and Platforms","href":"/directories-and-platforms/","purpose":"Full public-safe roster of integrated destinations and exact coverage counts."},{"label":"Single Location","href":"/solutions/single-location/","purpose":"Buyer fit for single-location operators."},{"label":"Multi Location","href":"/solutions/multi-location/","purpose":"Buyer fit for portfolio and multi-location operators."},{"label":"Agencies","href":"/solutions/agencies/","purpose":"Buyer fit for agencies and partner operators."},{"label":"About Us","href":"/about-us/","purpose":"Company credibility, guide role, and public trust context."},{"label":"Pricing","href":"/pricing/","purpose":"Commercial offer surface and plan comparison."},{"label":"Briefings","href":"/briefings/","purpose":"Obenan Research index and signal briefings hub."},{"label":"Review Growth Calculator","href":"/review-growth-calculator/","purpose":"Public review-growth calculator for merchant-fit signals."},{"label":"For Agents","href":"/for-agents/","purpose":"Machine-readable orientation map for AI agents and assistants."}],"briefings":[{"slug":"merchant-owned-agents-acceptance-surface","url":"https://www.obenan.ai/briefings/merchant-owned-agents-acceptance-surface/","format":"signal","topics":["merchant_participation","agentic_commerce","merchant_owned_agents","acceptance_surface","merchant_truth","committability","upstream_of_payment"],"title":"Merchant-owned agents are becoming an acceptance surface. Merchant truth is still the hard part.","coreClaim":"Between May 11 and May 29, 2026, Mastercard Merchant Cloud added a merchant-owned Agent Suite, PaymentAuth expanded the Machine Payments Protocol with service discovery and multi-rail payment objects, and Circle launched an agent wallet and marketplace stack. Together they move agentic commerce toward merchant-owned surfaces and standardized payment, while committability for local-service execution stays unresolved.","operatorTakeaway":"Treat the brand-owned agent as a publishing surface that inherits whatever the merchant has already made true, and treat reservation holds, deposits, cancellation rules, and service windows as merchant-authored work that no payment rail supplies on the merchant behalf. Do not assume a merchant-owned agent that can take an order means the business can keep it.","publishedAt":"2026-05-29","updatedAt":"2026-05-29","evidenceTier":"primary","sources":[{"label":"Intelligent agentic shopping experiences with Merchant Cloud","url":"https://www.mastercard.com/global/en/business/payments/merchant-cloud/insights/agentic-shopping-experiences-merchant-cloud.html","domain":"mastercard.com","publicationDate":"2026-05-26","checkedAt":"2026-05-29"},{"label":"Empowering merchants in the new era of agentic commerce","url":"https://www.mastercard.com/global/en/business/payments/merchant-cloud/insights/agentic-commerce-for-merchants.html","domain":"mastercard.com","publicationDate":"2026-05-26","checkedAt":"2026-05-29"},{"label":"Machine Payments Protocol specifications","url":"https://paymentauth.org/","domain":"paymentauth.org","publicationDate":"2026-05-18","checkedAt":"2026-05-29"},{"label":"Circle launches AI infrastructure to power the agentic economy","url":"https://www.circle.com/pressroom/circle-launches-ai-infrastructure-to-power-the-agentic-economy","domain":"circle.com","publicationDate":"2026-05-11","checkedAt":"2026-05-29"},{"label":"Deutschlands erste agentische Transaktion","url":"https://www.mastercard.com/news/europe/de-de/newsroom/pressemitteilungen/de-de/2026/deutschlands-erste-agentische-transaktion/","domain":"mastercard.com","publicationDate":"2026-05-13","checkedAt":"2026-05-29"}]},{"slug":"paid-agent-actions-are-becoming-infrastructure","url":"https://www.obenan.ai/briefings/paid-agent-actions-are-becoming-infrastructure/","format":"signal","topics":["merchant_participation","agentic_commerce","paid_agent_actions","machine_payments","mcp_transport","merchant_commitment","upstream_of_payment"],"title":"Paid agent actions are becoming infrastructure. Merchant commitment is still unsolved.","coreClaim":"Between April 29 and May 12, 2026, paid agent actions moved from protocol talk into managed runtime infrastructure across Stripe Sessions 2026, Adyen joining the x402 Foundation, AWS Bedrock AgentCore Payments, and the Machine Payments Protocol Internet-Drafts. That consolidation answers how an agent pays, not whether the merchant on the other side can honor a specific commitment at the moment money moves.","operatorTakeaway":"Read the new releases as a closing of the payment side of the stack, not the merchant side. For operators of booking, mobility, services, ticketing, or any local-service flow, treat availability, policy, eligibility, and confirmation truth as merchant-side work that sits upstream of payment execution.","publishedAt":"2026-05-13","updatedAt":"2026-05-13","evidenceTier":"primary","sources":[{"label":"Agents that transact: Introducing Amazon Bedrock AgentCore Payments, built with Coinbase and Stripe","url":"https://aws.amazon.com/blogs/machine-learning/agents-that-transact-introducing-amazon-bedrock-agentcore-payments-built-with-coinbase-and-stripe/","domain":"aws.amazon.com","publicationDate":"2026-05-07","checkedAt":"2026-05-13"},{"label":"Stripe builds out the economic infrastructure for AI with 288 launches at Sessions 2026","url":"https://stripe.com/newsroom/news/sessions-2026","domain":"stripe.com","publicationDate":"2026-04-29","checkedAt":"2026-05-13"},{"label":"Payment Authentication Scheme: JSON-RPC and MCP Transport (draft-payment-transport-mcp-00)","url":"https://paymentauth.org/draft-payment-transport-mcp-00","domain":"paymentauth.org","publicationDate":"2026-05-12","checkedAt":"2026-05-13"},{"label":"The \"Payment\" HTTP Authentication Scheme (draft-httpauth-payment-00)","url":"https://paymentauth.org/draft-httpauth-payment-00","domain":"paymentauth.org","publicationDate":"2026-05-12","checkedAt":"2026-05-13"},{"label":"Adyen publishes Q1 2026 Business Update","url":"https://www.adyen.com/press-and-media/adyen-publishes-q1-2026-business-update-4gyhh5","domain":"adyen.com","publicationDate":"2026-05-06","checkedAt":"2026-05-13"},{"label":"Everything we announced at Sessions 2026","url":"https://stripe.com/blog/everything-we-announced-at-sessions-2026","domain":"stripe.com","publicationDate":"2026-04-29","checkedAt":"2026-05-13"}]},{"slug":"prepaid-local-services-practical-wedge-agentic-commerce","url":"https://www.obenan.ai/briefings/prepaid-local-services-practical-wedge-agentic-commerce/","format":"flagship","topics":["merchant_participation","agentic_commerce","merchant_truth","committability","prepaid_local_services","bounded_commitment_object","two_pilot_lanes","upstream_of_payment"],"title":"Prepaid local services: a practical wedge from agentic discovery to agentic payment","coreClaim":"Prepaid local services with bounded commitment objects (slot, ticket, table, class, bay, pickup order, rental window) are a practical wedge from agentic discovery into agentic payment because they require merchant-side truth before payment execution.","operatorTakeaway":"Treat bounded commitment objects, not generic local SMBs, as the agent-payable unit. Run two pilot lanes in parallel: a payment-readiness lane (parking, ticketed experiences, classes) to prove the rails, and a merchant-truth lane (beauty, personal services, appointment-led wellness) to prove the upstream readiness layer earns its place. Do not assume that authorization, tokenization, or signed user mandates substitute for merchant-side validation of the specific commitment.","publishedAt":"2026-05-01","updatedAt":"2026-05-01","evidenceTier":"primary","sources":[{"label":"Visa Core Rules and Visa Product and Service Rules (public rulebook)","url":"https://usa.visa.com/dam/VCOM/download/about-visa/visa-rules-public.pdf","domain":"usa.visa.com","publicationDate":"2026-04-18","checkedAt":"2026-04-24"},{"label":"Universal Commerce Protocol release v2026-04-08","url":"https://github.com/Universal-Commerce-Protocol/ucp/releases/tag/v2026-04-08","domain":"github.com","publicationDate":"2026-04-09","checkedAt":"2026-04-21"},{"label":"UCP catalog specification (live)","url":"https://ucp.dev/draft/specification/catalog/","domain":"ucp.dev","publicationDate":"2026-04-09","checkedAt":"2026-04-21"},{"label":"UCP checkout REST specification (live)","url":"https://ucp.dev/latest/specification/checkout-rest/","domain":"ucp.dev","publicationDate":"2026-04-09","checkedAt":"2026-04-21"},{"label":"Agentic Commerce Protocol changelog 2026-04-17","url":"https://github.com/agentic-commerce-protocol/agentic-commerce-protocol/blob/main/changelog/2026-04-17.md","domain":"github.com","publicationDate":"2026-04-17","checkedAt":"2026-04-24"},{"label":"Stripe Sessions 2026 newsroom","url":"https://stripe.com/newsroom/news/sessions-2026","domain":"stripe.com","publicationDate":"2026-04-29","checkedAt":"2026-05-01"},{"label":"Stripe agentic commerce documentation","url":"https://docs.stripe.com/agentic-commerce","domain":"docs.stripe.com","publicationDate":"2026-04-29","checkedAt":"2026-05-01"},{"label":"Experian Agent Trust press release","url":"https://www.experianplc.com/newsroom/press-releases/2026/experian-announces-agent-trust-to-power-trusted-ai-driven-commer","domain":"experianplc.com","publicationDate":"2026-04-30","checkedAt":"2026-05-01"},{"label":"Adyen acquires Talon.One press release","url":"https://www.adyen.com/press-and-media/2i4hnm0pfcpvc7","domain":"adyen.com","publicationDate":"2026-04-23","checkedAt":"2026-05-01"},{"label":"Mastercard Agent Pay public product page","url":"https://www.mastercard.com/us/en/business/artificial-intelligence/mastercard-agent-pay.html","domain":"mastercard.com","publicationDate":"public-evergreen","checkedAt":"2026-05-01"},{"label":"Verifiable Intent specification (public draft v0.1)","url":"https://verifiableintent.dev/spec/","domain":"verifiableintent.dev","publicationDate":"public-draft","checkedAt":"2026-05-01"},{"label":"Mastercard and Santander first live end-to-end AI agent payment in Europe (controlled)","url":"https://www.mastercard.com/news/europe/en/newsroom/press-releases/en/2026/santander-and-mastercard-complete-europe-s-first-live-end-to-end-payment-executed-by-an-ai-agent/","domain":"mastercard.com","publicationDate":"2026-03-02","checkedAt":"2026-05-01"},{"label":"OpenAI Buy It in ChatGPT (Instant Checkout via Agentic Commerce Protocol)","url":"https://openai.com/index/buy-it-in-chatgpt/","domain":"openai.com","publicationDate":"public-evergreen","checkedAt":"2026-05-01"},{"label":"OpenAI product feed specification","url":"https://developers.openai.com/commerce/specs/file-upload/products","domain":"developers.openai.com","publicationDate":"public-evergreen","checkedAt":"2026-05-01"},{"label":"Eurostat e-commerce statistics","url":"https://ec.europa.eu/eurostat/statistics-explained/index.php?title=E-commerce_statistics","domain":"ec.europa.eu","publicationDate":"public-evergreen","checkedAt":"2026-05-01"}]},{"slug":"networks-are-building-the-bridge-merchants-still-own-the-truth","url":"https://www.obenan.ai/briefings/networks-are-building-the-bridge-merchants-still-own-the-truth/","format":"flagship","topics":["merchant_participation","agentic_commerce"],"title":"Networks are building the bridge. Merchants still own the truth.","coreClaim":"Networks are building the bridge from agent intent to payment execution, but merchant truth still lives inside the merchant, and the April 2026 evidence stack from Mastercard Agent Pay Thailand, American Express ACE published specs, and the Universal Commerce Protocol v2026-04-08 standards-body release makes that boundary concrete for the first time.","operatorTakeaway":"Catalog normalization, eligibility attestation, and bounded commitment objects are merchant-controlled work that network-side bridges will expose rather than fill, so operators should not wait for a network to deliver those primitives on their behalf.","publishedAt":"2026-04-21","updatedAt":"2026-04-21","evidenceTier":"interpretive","sources":[{"label":"Visa Intelligent Commerce Connect announcement","url":"https://usa.visa.com/about-visa/newsroom/press-releases.releaseId.22276.html","domain":"usa.visa.com","publicationDate":"2026-04-08","checkedAt":"2026-04-10"},{"label":"Mastercard Agent Pay multi-region expansion","url":"https://www.mastercard.com/news/ap/en/newsroom/press-releases/en/2026/mastercard-powering-asean-s-ai-ambitions-in-the-future-of-payments/","domain":"mastercard.com","publicationDate":"2026-04-06","checkedAt":"2026-04-10"},{"label":"Mastercard and Krungthai Card live agentic ride-booking in Thailand","url":"https://www.mastercard.com/news/ap/en/newsroom/press-releases/en/2026/mastercard-and-krungthai-card-complete-first-live-agentic-transaction-in-thailand/","domain":"mastercard.com","publicationDate":"2026-04-07","checkedAt":"2026-04-14"},{"label":"American Express Agentic Commerce Experiences","url":"https://www.americanexpress.com/en-us/company/agentic-commerce/","domain":"americanexpress.com","publicationDate":"2026-04-14","checkedAt":"2026-04-17"},{"label":"UCP release v2026-04-08 on GitHub","url":"https://github.com/Universal-Commerce-Protocol/ucp/releases/tag/v2026-04-08","domain":"github.com","publicationDate":"2026-04-09","checkedAt":"2026-04-21"}]},{"slug":"mastercard-thailand-live-agentic-ride-booking","url":"https://www.obenan.ai/briefings/mastercard-thailand-live-agentic-ride-booking/","format":"signal","topics":["merchant_participation","agentic_commerce"],"title":"Mastercard's Thailand ride-booking test gives agentic commerce a real local-service proof point","coreClaim":"A live Mastercard and Krungthai Card agentic ride-booking in Thailand makes local-service committability more concrete while leaving merchant-side truth unresolved.","operatorTakeaway":"Booking, mobility, travel, and other local-service operators should prepare structured availability, policy, and confirmation data now because network-side execution is getting more real faster than merchant-side committability is being standardized.","publishedAt":"2026-04-16","updatedAt":"2026-04-16","evidenceTier":"primary","sources":[{"label":"Mastercard and Krungthai Card complete first live agentic transaction in Thailand","url":"https://www.mastercard.com/news/ap/en/newsroom/press-releases/en/2026/mastercard-and-krungthai-card-complete-first-live-agentic-transaction-in-thailand/","domain":"mastercard.com","publicationDate":"2026-04-07","checkedAt":"2026-04-15"},{"label":"Mastercard powering ASEAN's AI ambitions in the Future of Payments","url":"https://www.mastercard.com/news/ap/en/newsroom/press-releases/en/2026/mastercard-powering-asean-s-ai-ambitions-in-the-future-of-payments/","domain":"mastercard.com","publicationDate":"2026-04-06","checkedAt":"2026-04-15"}]},{"slug":"merchant-truth-before-agentic-payments","url":"https://www.obenan.ai/briefings/merchant-truth-before-agentic-payments/","format":"flagship","topics":["merchant_participation","agentic_commerce"],"title":"Before an agent can book, order, or pay, it needs merchant truth","coreClaim":"Execution layers for agentic commerce are advancing fast, but merchant truth, identity, availability, acceptance, and current business state, remains the weakest link in the chain.","operatorTakeaway":"Merchants and commerce-platform operators should treat merchant truth as infrastructure, not content, and make it structured, current, and queryable before downstream systems act.","publishedAt":"2026-04-12","updatedAt":"2026-04-12","evidenceTier":"interpretive","sources":[{"label":"Visa Opens the Door to AI-Driven Shopping for Businesses Worldwide","url":"https://usa.visa.com/about-visa/newsroom/press-releases.releaseId.22276.html","domain":"usa.visa.com","publicationDate":"2026-04-08","checkedAt":"2026-04-10"},{"label":"Powering product discovery in ChatGPT","url":"https://openai.com/et-EE/index/powering-product-discovery-in-chatgpt/","domain":"openai.com","publicationDate":"2026-03-28","checkedAt":"2026-04-10"},{"label":"Introducing the Machine Payments Protocol","url":"https://stripe.com/au/blog/machine-payments-protocol","domain":"stripe.com","publicationDate":"2026-03-26","checkedAt":"2026-04-10"},{"label":"Mastercard powering ASEAN's AI ambitions in the Future of Payments","url":"https://www.mastercard.com/news/ap/en/newsroom/press-releases/en/2026/mastercard-powering-asean-s-ai-ambitions-in-the-future-of-payments/","domain":"mastercard.com","publicationDate":"2026-04-06","checkedAt":"2026-04-10"},{"label":"AI shopping gets simpler with Universal Commerce Protocol updates","url":"https://blog.google/products-and-platforms/products/shopping/ucp-updates/","domain":"blog.google","publicationDate":"2026-03-19","checkedAt":"2026-04-10"}]},{"slug":"local-ai-visibility-moves-from-answers-to-actions","url":"https://www.obenan.ai/briefings/local-ai-visibility-moves-from-answers-to-actions/","format":"flagship","topics":["ai_visibility","local_discovery","action_surfaces","handoff_readiness","merchant_measurement","four_lane_operator_model"],"title":"Local AI visibility is moving from answers to actions.","coreClaim":"By late May 2026, the two largest consumer AI surfaces with local intent (Google AI Mode and Maps, and ChatGPT Search) had publicly moved their local layer from recommendation-only toward recommendation-plus-action. On May 20, 2026, Google said it would extend Universal Commerce Protocol flows into hotel booking from AI Mode in Search and food delivery from conversations in Google Maps, and disclosed a new Merchant Center AI performance insights surface. OpenAI documented a fuller ChatGPT Search local stack with memory-aware query rewriting, exact location controls, mobile map output, and a restaurant action flow that can prefill prompt details into a supported reservation provider. Local AI visibility is no longer a single citation problem; it is a layered handoff problem.","operatorTakeaway":"Stop treating local AI visibility as one number. Inspect four separate lanes on your own merchant surfaces: crawl eligibility, recommendation presence, citation and source support, and action-surface readiness. A merchant can win the first three lanes and still lose the fourth, and that gap will become more visible as Google and OpenAI keep pushing the action layer forward.","publishedAt":"2026-05-26","updatedAt":"2026-05-26","evidenceTier":"primary","sources":[{"label":"How we are helping retailers thrive with new Universal Commerce Protocol features and AI tools on Google","url":"https://blog.google/products-and-platforms/products/shopping/shopping-updates-google-marketing-live/","domain":"blog.google","publicationDate":"2026-05-20","checkedAt":"2026-05-26"},{"label":"A new era for AI Search","url":"https://blog.google/products-and-platforms/products/search/search-io-2026/","domain":"blog.google","publicationDate":"2026-05-19","checkedAt":"2026-05-26"},{"label":"ChatGPT Search (OpenAI Help Center)","url":"https://help.openai.com/en/articles/9237897-chatgpt-search","domain":"help.openai.com","publicationDate":"public-help-article","checkedAt":"2026-05-19"},{"label":"ChatGPT search for Enterprise and Edu (OpenAI Help Center)","url":"https://help.openai.com/en/articles/10093903-chatgpt-search-for-enterprise-and-edu","domain":"help.openai.com","publicationDate":"public-help-article","checkedAt":"2026-05-15"},{"label":"Universal Commerce Protocol public documentation","url":"https://ucp.dev/","domain":"ucp.dev","publicationDate":"public-evergreen","checkedAt":"2026-05-26"}]}],"artifacts":[{"label":"/for-agents/","href":"/for-agents/","purpose":"Human-readable capability map for the company domain."},{"label":"/for-agents.json","href":"/for-agents.json","purpose":"Machine-readable twin with structured capability and coverage data."},{"label":"/llms.txt","href":"/llms.txt","purpose":"Compact governance map and artifact index."},{"label":"/sitemap.xml","href":"/sitemap.xml","purpose":"Canonical XML sitemap covering all indexable public URLs across locales."}],"technicalReferences":[{"label":"Nexus MCP documentation","href":"https://nexus.obenan.com/mcp#overview","purpose":"Technical documentation for connecting MCP-compatible assistants to Obenan."}]}