# John & Sons Oyster House: Agent-Direct Score C (64.6%) Site: http://www.johnandsonsoysterhouse.com Report: https://directindex.org/r/johnandsonsoysterhouse.com Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) John & Sons Oyster House is partly visible to agents. An AI assistant can open John & Sons Oyster House's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Resy, a marketplace. ## Direct links - Phone: +14165045111 ## What to fix first - **Booking only through resy.** (+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/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+1 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **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. ``` # John & Sons Oyster House > local business (seafood) in 56 Temperance St, M5H 3V5, Toronto, Toronto. Phone +14165045111. ## About - Website: http://www.johnandsonsoysterhouse.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. - **Structured data found (LocalBusiness).** address, opening hours - **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. 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 1348 of 3392 in Toronto. Top 40% 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 | 99% | no | | Publish the menu or price list as HTML | 96% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 49% | no | | Have an llms.txt | 37% | no | Nearest places with a similar menu: Lobster Burger Bar (B, 543 m, https://directindex.org/r/lobsterburgerbar.com); Red Lobster (D, 646 m, https://directindex.org/r/redlobster.com); Market Street Catch (B, 808 m, https://directindex.org/r/marketstreetcatch.ca); Fresco's Fish & Chips (D, 1647 m, https://directindex.org/r/smartfishaquarium.com); First Fish (B, 1884 m, https://directindex.org/r/firstfish.ca); Oyster Boy (C, 2698 m, https://directindex.org/r/oysterboy.ca). ## 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 22 everyday questions about Toronto and named 106 places. John & Sons Oyster House wasn't one of them. See who was named: https://directindex.org/city/toronto/recommended Compared with its peers: Sites built with Squarespace 65% (49% A or B, 11547 sites); Sites using Resy 67% (46% A or B, 801 sites); This site 64.6%. See what an AI agent reads on this site: https://directindex.org/r/johnandsonsoysterhouse.com/agent-view ## Businesses like John & Sons Oyster House in Toronto | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Toronto | 3392 | 52% | 33% | 64.6% | | Sites built with Squarespace in Toronto | 278 | 71% | 58% | 64.6% | | Sites using Resy in Toronto | 25 | 58% | 20% | 64.6% | | Sites built with Squarespace and using Resy in Toronto | 13 | 63% | 23% | 64.6% | The best of the sites built with Squarespace and using Resy in Toronto: Pies by Squires (A 89.2%, https://directindex.org/r/piesbysquires.com); Danny's Pizza Tavern (B 76.9%, https://directindex.org/r/dannyspizzatavern.com); Sushi Momo (B 73.8%, https://directindex.org/r/sushimomo.ca); Jamil's Chaat House (C 66.2%, https://directindex.org/r/jamils.ca); Maple Leaf Tavern (C 66.2%, https://directindex.org/r/mapleleaftavern.co). With the three fixes above (Booking only through resy; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 81st of 3,392 in Toronto, up from 1348th. ## The direct record What agents get for John & Sons Oyster House, as JSON: https://directindex.org/api/direct/johnandsonsoysterhouse.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +14165045111 ## 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, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 14 | 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/johnandsonsoysterhouse.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: yes Keep watching this business (https://directindex.org/r/johnandsonsoysterhouse.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/johnandsonsoysterhouse.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 ยท Rescan now: https://directindex.org/scan?url=johnandsonsoysterhouse.com&force=1