Agent-Ready Catalog Builder
A plain-English tool that helps local service businesses (restaurants, plumbers, salons, clinics) turn their service lists into structured, machine-readable endpoints so AI agents from OpenAI, Google, and Anthropic can find, quote, and book them — without writing a line of code.
Independent service business owners who fear being invisible to AI assistants
- Conversational intake wizard that drafts a structured service catalog from a few answers
- Auto-generated MCP-style and JSON-LD endpoints hosted on a custom subdomain
- Monthly 'agent visibility' report showing which AI assistants crawled and how often
- Live 'simulate an agent booking me' tester for 'find a plumber near me tonight' style prompts
Cerf's high-profile prediction that AI agents will force formal interoperability standards is hitting mainstream tech press; SMBs that don't structure their offerings in the next 18 months risk being skipped by agent-driven discovery entirely.
Emerging but real: dedicated 'How Local Businesses Can Dominate AI Search in 2026' playbook exists, and ~25 GEO/AI-visibility trackers (Am I Cited, Spotlight, Rivalsee, Profound, etc.) have launched in 2025, signaling SMBs are buying AI-discovery tooling — though most SMBs still don't know they need agent-catalog specifically.How Local Businesses Can Dominate AI Search in 2026 ↗The Most Comprehensive AI Visibility / GEO / AEO Tool Comparison (25 Tools, Nov 2025) ↗
Direct search for 'agent ready catalog builder / MCP / A2A endpoint SaaS' returned zero hits; closest adjacent products are free generic Schema.org generators (Content Powered) and AI-visibility *monitors* rather than catalog builders that produce machine-readable endpoints for agent quoting/booking.Local Business Schema Generator - Content Powered ↗Vint Cerf's Three-Point Warning: What the Internet's Birth Can Teach AI ↗
Validated SMB WTP in adjacent AI-visibility category: published 2025 pricing guides show $29–$500+/mo tiers already accepted by SMBs (Am I Cited $50+/mo, Searchify guide confirms sub-$100 entry points), and the Cerf press cycle is creating urgent 'fear of invisibility' copy that converts.AI Visibility Service Pricing: What to Expect - Am I Cited ↗AI Visibility Platform Pricing Explained for SMBs 2025 ↗
Cerf's standards warning has been covered by multiple mainstream outlets (Times Now, CircleID, NewsAI, Let's Data Science) and the underlying need — formal agent protocols like MCP/A2A — is being actively standardized by OpenAI/Anthropic/Google, giving this a real multi-year runway before the space commoditizes.Vinton Cerf Flags Standards, Interoperability, and Agents as AI ... ↗Vinton Cerf Retires After Two Decades at Google, Looks Ahead to AI ... ↗
Core builder is tractable (form → JSON-LD/Schema.org Service markup, Google's Local Business structured data spec is stable and documented), but the moving parts are real: agent discovery protocols (MCP, A2A) are still shifting, and SMB distribution/website integration plumbing adds product surface area beyond a simple UI.Local Business (LocalBusiness) Structured Data | Google Search Central ↗