AILocalSaaSVoice

AI-Ready Call Checkup

Let local businesses and AI assistants test phone/booking readiness

Problem
Personal assistants like Muse, Instinct, and Dots will soon call local places for us. An experiment called 1,000 SF businesses as AI and found most menus, prices, and booking flows are unreadable to agents. Businesses have no idea how they look to AI, and assistant makers must probe each business by hand.
Solution
A business enters its name and phone, the tool auto-dials with AI and crawls its site, and returns an AI-readiness report: can it identify an AI caller, are menus/prices/availability machine-readable, can it produce a direct booking link. It also emits a small structured-data snippet for the business site so AI can read live prices without MCP.
Users
Local SMBs (restaurants, clinics, salons, vets), local SEO/website agencies, AI assistant startups
MVP
AI dialing + crawl to generate a 0-100 score; industry-specific fix checklist; one-click JSON-LD/booking-link snippet for the merchant site; auto re-test every two weeks; white-label PDF for agencies
Revenue
Merchant subscription ($19-49/mo) with re-tests; white-label agency plans priced per report; API metering for assistant companies
Why now
Voice assistants are entering mass cold-call phase while the merchant side has zero tooling; it is too fragmented for a big player to bother building

Source discussions · 2

  1. Hacker NewsWe gave an AI a phone and asked 1000 SF businesses a question2↑ 2
  2. Hacker NewsShow HN: This hotel is hella AI-ready. Book directly from AI without MCPs2↑ 0
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