The authoritative current industry catalog is /fields/catalog.json, with linked parts of at most 100 topics, and /industries for people. It comes from the database, not a build-time archive. Admin additions, display-name edits and retirement update this catalog. Renames keep public URLs stable. Retirement stops new page requests while preserving existing owned pages and history. Archived directory research remains separate and does not verify local providers. Sports architecture: /sports groups Courts and Artificial Turf. /sports/catalog.json lists the AI-curated court and field/training types, live totals and per-location page/FAQ/nugget counts. Each /{city}-{state}/sports/{courts|artificial-turf}/{sport} guide has five FAQs, five answer nuggets and matching SEO, AEO, GEO, LLMs, JSON, graph and sitemap resources. Sports and its branch directories are not purchasable; specialty/location pages use the existing unpaid subscription-request system. Sports content asks about the exact site, intended sport and level of play, sport-specific surface behavior, drainage, accessibility, maintenance and professional standards checks. These topics do not verify facilities, provider availability, surface certification, safety, court bookings or competition approval. Follow the bounded /pages/resources/index.json and /api/public/knowledge-graph rather than copying every page into root files. Restaurant architecture: /restaurants groups 129 AI-curated cuisine, dish, dietary and dining-style specialties. /{city}-{state}/restaurants is the local directory; /{city}-{state}/restaurants/{specialty} is the canonical guide and separately subscribable location/specialty inventory record. Restaurants itself is not purchasable. Existing Pizza and Food Truck ownership is retained. Restaurant guide content: five local FAQs and five answer nuggets, specialty-specific menu and planning questions, actual-location checks, dietary verification and no invented restaurants, reviews, prices, local demand or allergen guarantees. Each guide's SEO schema, AEO JSON, GEO summary, LLMs text, facts JSON, knowledge graph and sitemap mirror the same content. Restaurant discovery: follow /pages/resources/index.json and linked parts, /sitemap.xml, /pages/sitemap.xml and /api/public/knowledge-graph. These are discovery resources, not evidence of search-engine indexing or AI citations. Requests do not automatically collect payments. # Leads for you — AI discovery and resource architecture Purpose: help all businesses become understandable sources for AI-assisted answers through entity clarity, credible authority and accessible architecture. Published offer: Open to all businesses. No IMS membership required. Each page is $249.00 cash per month. IMS members may optionally apply 0–150 IMS bucks monthly, reducing cash dollar-for-dollar to a $99.00 minimum. Both portions recur monthly. Discovery examples: ChatGPT by OpenAI, Claude, Gemini, Siri and Alexa. These are not connected integrations or promised placements; platform sourcing and voice capabilities vary. Entity: consistent identity, services, service area, contact information and relationships. Authority: useful first-hand expertise, sourced local context and legitimate evidence. Never invented reviews, credentials or outcomes. Architecture: crawlable pages, internal links, five FAQs and five answer nuggets per configured guide, JSON-LD, page facts JSON, GEO/LLMs summaries, bounded resource directories and hierarchical sitemaps. llms.txt is optional, not universally used, and cannot force indexing, training or citations. Dated adoption context, not local demand or live counts: - More than 900 million weekly active ChatGPT users, reported by OpenAI February 27, 2026: https://openai.com/index/scaling-ai-for-everyone/ - 44% of U.S. adults say they ever use ChatGPT, Pew report June 17, 2026; survey February 17–23, 2026: https://www.pewresearch.org/internet/2026/06/17/americans-and-ai-appendix-detailed-chart-and-tables/ Do not add these differently scoped figures together. Google AI Search guidance: https://developers.google.com/search/docs/appearance/ai-features Public knowledge-graph overview: /knowledge-graph All published main-site and location × industry articles, newest first: /blog Unified categorized feed: /api/public/blog Main-site article/resource sitemap: /blog/articles/sitemap.xml Live content/resource counts: /api/public/knowledge-graph Searchable page answers and resource links: /api/public/knowledge-graph/pages This independent service publishes location × industry pages, using saved business services where available. Each page has its own local service text, five FAQs and five answer nuggets, SEO structured data, AEO knowledge-base JSON, GEO AI summary, LLMs.txt, page facts JSON, knowledge graph and page sitemap. The main files are compact indexes, not copies of all subpage content. Directory: /pages/resources/index.json First part: /pages/resources/parts/1.json Follow each part's next link until null to discover every page and its resource files. Directory AI summary: /pages/resources/llms.txt Master sitemap index: /sitemap.xml Resource sitemap index: /pages/resources/sitemap.xml Site LLMs.txt: /llms.txt Site schema: /schema.json Site knowledge base: /knowledge-base.json Site knowledge graph: /knowledge-graph.json Sitemaps require the verified production domain. Directory and page resources remain available without it.