# Ethel and Andy's Sandwich Shop: Agent-Direct Score C (55.4%) Site: https://ethelandys.com Report: https://directindex.org/r/ethelandys.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Ethel and Andy's Sandwich Shop is partly visible to agents. An AI assistant can open Ethel and Andy's Sandwich Shop's website. It can read what Ethel and Andy's Sandwich Shop offers. To book or order, it is sent to Uber Eats, a marketplace. ## Direct links - Menu: https://ethelandys.com/menu - Phone: +16172683027 - Address: 134 K St, 02127, Boston ## Nearby, also direct Places near Ethel and Andy's Sandwich Shop that take a booking or an order on their own website, with no marketplace in between. - Cafe Porto Bello (260 m): https://directindex.org/r/cafeportobello.net - Roza Lyons (280 m): https://directindex.org/r/rozalyons.com - Petula’s (400 m): https://directindex.org/r/petulasboston.com - My Diner (400 m): https://directindex.org/r/mydinerboston.com ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering only through ubereats.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Ethel and Andy's Sandwich Shop > local business in 134 K St, 02127, Boston, Boston. Phone +16172683027. ## Book or order directly - Menu: https://ethelandys.com/menu ## About - Website: https://ethelandys.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.** No rule blocks the main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Uber Eats works with agents through its partners.** Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Terms read on 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 761 of 1411 in Boston. Top 54% of the sites scanned in this index. | What the top 10% 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 | 99% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 57% | no | | Have an llms.txt | 33% | no | Nearest places in the index: Rick's 11a Cafe (F, 166 m, https://directindex.org/r/substuffers.com); Village Pizza & Grill (F, 250 m, https://directindex.org/r/villagesouthboston.com); Cafe Porto Bello (C, 257 m, https://directindex.org/r/cafeportobello.net); The Broadway (B, 267 m, https://directindex.org/r/thebroadwaysouthboston.com); Roza Lyons (B, 283 m, https://directindex.org/r/rozalyons.com); Fish Pier Restaurant (C, 289 m, https://directindex.org/r/fishpierrestaurant.com); Olympic House of Pizza (D, 304 m, https://directindex.org/r/olympichouseofpizza.com); Gray's Hall (D, 343 m, https://directindex.org/r/grayshall.com); Petula’s (B, 401 m, https://directindex.org/r/petulasboston.com); My Diner (A, 404 m, https://directindex.org/r/mydinerboston.com). ## What assistants answer The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included. The assistants were asked 12 everyday questions about Boston and named 63 places. Ethel and Andy's Sandwich Shop wasn't one of them. See who was named: https://directindex.org/city/boston/recommended Compared with its peers: Sites built with Squarespace 61% (42% A or B, 29454 sites); Sites using Uber Eats 61% (32% A or B, 2222 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/ethelandys.com/agent-view ## Businesses like Ethel and Andy's Sandwich Shop in Boston | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Boston | 1411 | 53% | 37% | 55.4% | | Sites built with Squarespace in Boston | 147 | 73% | 62% | 55.4% | | Sites using Uber Eats in Boston | 10 | 51% | 20% | 55.4% | | Sites built with Squarespace and using Uber Eats in Boston | 1 | 55% | 0% | 55.4% | The best of the sites using Uber Eats in Boston: Matsunori Handroll Bar (B 73.2%, https://directindex.org/r/matsunori.com); Blue Sakura Shabu All You Can Eat (B 72.3%, https://directindex.org/r/bluesakurausa.com); Mai (C 62%, https://directindex.org/r/mai.boston); Tossed (C 55.4%, https://directindex.org/r/tossed.com); 24 hour wings (D 54.9%, https://directindex.org/r/24hourswings.com). With the two fixes above (No structured data for the business; Ordering only through ubereats), the score would be about 95.4%. That would be 41st of 1,411 in Boston, up from 761st. ## The direct record What agents get for Ethel and Andy's Sandwich Shop, as JSON: https://directindex.org/api/direct/ethelandys.com - Book: none on record - Order: none on record - Menu: https://ethelandys.com/menu (html_page; from the scan) - Hours: none on record - Phone: +16172683027 - Stable links that count: https://directindex.org/go/ethelandys.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): no - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no - 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): no - Vendor terms for agents, Uber Eats: Through partners. Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 3 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/ethelandys.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: yes - AI bot rules in robots.txt: yes - 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 Keep watching this business (https://directindex.org/r/ethelandys.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/ethelandys.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=ethelandys.com&force=1