# Moonshine 152: Agent-Direct Score D (52.3%) Site: https://moonshine152.com/ Report: https://directindex.org/r/moonshine152.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Moonshine 152 is hard for agents to use. ## Direct links - Menu: https://moonshine152.com/menu/phase-1/ - Phone: +1-617-752-4191 ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through opentable.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Moonshine 152 > restaurant in Dorchester Avenue 152 02127 Boston, Boston. Phone +1-617-752-4191. ## Book or order directly - Menu: https://moonshine152.com/menu/phase-1/ ## About - Website: https://moonshine152.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **OpenTable lets agents act only through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them. ## Where it stands 501 of 834 in Boston. Top 60% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 100% | no | | Publish the menu or price list as HTML | 98% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes | | Structured data with address, phone and hours | 42% | no | | Have an llms.txt | 18% | no | Nearest places in the index: Agavero Guac and Margs (A, 86 m, https://directindex.org/r/agaveroguacandmargs.com); Dunkin' (F, 92 m, https://directindex.org/r/starbucks.com); Fox & The Knife (A, 112 m, https://directindex.org/r/foxandtheknife.com); Amrheins (A, 143 m, https://directindex.org/r/amrheinsboston.com); Doughboy Donuts & Deli (B, 173 m, https://directindex.org/r/doughboydonutsanddeli.com); Lenox Sophia (B, 204 m, https://directindex.org/r/lenoxsophia.com); Bar Volpe (B, 346 m, https://directindex.org/r/barvolpe.com); Shy Bird (A, 447 m, https://directindex.org/r/shybird.com); Lulu Green (B, 485 m, https://directindex.org/r/lulugreen.com); Pizzeria 260 (F, 517 m, https://directindex.org/r/pizzeria260.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites using OpenTable 67% (43% A or B, 1462 sites); This site 52.3%. See what an AI agent reads on this site: https://directindex.org/r/moonshine152.com/agent-view ## Businesses like Moonshine 152 in Boston | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Boston | 834 | 53% | 41% | 52.3% | | Using OpenTable in Boston | 51 | 77% | 73% | 52.3% | The best of Using OpenTable in Boston: Bar Vlaha (A 93.8%, https://directindex.org/r/barvlaha.com); Krasi (A 92.3%, https://directindex.org/r/krasiboston.com); Steel & Rye (A 92.3%, https://directindex.org/r/steelandrye.com); Area Four (A 90.8%, https://directindex.org/r/areafour.com); Metropolis (A 90.8%, https://directindex.org/r/metropolisboston.com). With the three fixes above (No structured data for the business; Booking only through opentable; Almost no text without JavaScript) the score would be about 95.4%: 16th of 834 in Boston, up from 501st. ## The direct record What agents get for Moonshine 152, as JSON: https://directindex.org/api/direct/moonshine152.com - Book: none on record - Order: none on record - Menu: https://moonshine152.com/menu/phase-1/ (html_page; from the scan) - Hours: none on record - Phone: +1-617-752-4191 - Stable links that count: https://directindex.org/go/moonshine152.com/menu ## Can an agent transact? Measured, not scored (the score stays at spec v1.0). - UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - MCP server card (/.well-known/mcp/server-card.json): no - Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): not measured - Vendor terms for agents, OpenTable: Partners only. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 8 | 25 | | Actionable | 3 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/moonshine152.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md) - Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md) - llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md) - API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md) - MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md) - A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md) - Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md) - OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md) - OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md) - auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md) - Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md) - ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md) - DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md) - WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md) - JSON-LD for the business: no Deep report: https://directindex.org/r/moonshine152.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology ยท Rescan now: https://directindex.org/scan?url=moonshine152.com&force=1