# The Dutchess: Agent-Direct Score C (64.6%) Site: http://www.thedutchphilly.com Report: https://directindex.org/r/thedutchphilly.com Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) The Dutchess is partly visible to agents. An AI assistant can open The Dutchess's website. It can read what The Dutchess offers. It finds a way to book or order directly, through Tock. ## Direct links - Book directly: https://www.exploretock.com/thedutchphilly/ (through tock acting for the business) - Menu: https://thedutchphilly.com/brunch-menu - Its menu mentions: vegetarian dishes ## Nearby, also direct Places near The Dutchess that take a booking or an order on their own website, with no marketplace in between. - Jaxx Steaks Taproom (370 m): https://directindex.org/r/jaxxsteaktaproom.com - Moonshine Philly (410 m): https://directindex.org/r/moonshinephilly.com - 1st Ward Sandwich (450 m): https://directindex.org/r/1stwardphilly.com - Musi (470 m): https://directindex.org/r/musiphilly.com ## What to fix first - **No structured data for the business.** (+15 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 - **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. ``` # The Dutchess > restaurant (breakfast) in Philadelphia. ## Book or order directly - Book: https://www.exploretock.com/thedutchphilly/ (through tock acting for the business) - Menu: https://thedutchphilly.com/brunch-menu ## About - Website: http://www.thedutchphilly.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. - **Booking through tock on your own domain.** There's no marketplace commission, and the customer stays yours. - **Tock works with agents through its partners.** Tock's terms (12 February 2026) prohibit robots, scripts, scrapers and automated systems except software expressly licensed by Tock; Google names Tock as an AI Mode booking partner. Terms read on 2026-10-15: https://www.exploretock.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 776 of 2075 in Philadelphia. Top 37% 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% | yes | | Publish the menu or price list as HTML | 84% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes | | Structured data with address, phone and hours | 67% | no | | Have an llms.txt | 26% | no | Nearest places in the index: Guerrilla Ultima (F, 118 m, https://directindex.org/r/timetoremote.com); Nick's Roast Beef Bar & Grille (D, 293 m, https://directindex.org/r/nicksroastbeefbarandgrille.com); Los Jalapenos (F, 334 m, https://directindex.org/r/threejalapenos.com); Khmer Kitchen (C, 336 m, https://directindex.org/r/khmerkitchens.com); Jaxx Steaks Taproom (A, 367 m, https://directindex.org/r/jaxxsteaktaproom.com); Moonshine Philly (B, 413 m, https://directindex.org/r/moonshinephilly.com); Gaby's Station Pizza (B, 427 m, https://directindex.org/r/gabysstationpizza.com); 1st Ward Sandwich (C, 454 m, https://directindex.org/r/1stwardphilly.com); Musi (B, 469 m, https://directindex.org/r/musiphilly.com); Tesiny (C, 500 m, https://directindex.org/r/tesiny.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. Recommended when people ask: "Good breakfast near the centre tomorrow from 8. Can I book?" (Gemini) Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using Tock 73% (63% A or B, 782 sites); This site 64.6%. See what an AI agent reads on this site: https://directindex.org/r/thedutchphilly.com/agent-view ## Named by Gemini for "Good breakfast near the centre tomorrow from 8. Can I book?" in Philadelphia, October 2026 - "Good breakfast near the centre tomorrow from 8. Can I book?" (2026-10-17): Gemini with a link to this site. https://directindex.org/city/philadelphia/recommended/breakfast Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/thedutchphilly.com.svg ## Businesses like The Dutchess in Philadelphia | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Philadelphia | 2075 | 50% | 31% | 64.6% | | Sites built with Squarespace in Philadelphia | 194 | 67% | 47% | 64.6% | | Sites using Tock in Philadelphia | 11 | 82% | 82% | 64.6% | | Sites built with Squarespace and using Tock in Philadelphia | 4 | 76% | 75% | 64.6% | The best of the sites built with Squarespace and using Tock in Philadelphia: Macaroni's (A 92.3%, https://directindex.org/r/macaronis.net); Lucha Cartel (B 73.8%, https://directindex.org/r/luchacartel.com); Down North Pizza (B 72.3%, https://directindex.org/r/downnorthpizza.com). With the fix above (No structured data for the business), the score would be about 87.7%. That would be 185th of 2,075 in Philadelphia, up from 776th. ## The direct record What agents get for The Dutchess, as JSON: https://directindex.org/api/direct/thedutchphilly.com - Book: https://www.exploretock.com/thedutchphilly/ (vendor on own site: Tock; found by the scan of 2026-10-24, not yet tested) - Order: none on record - Menu: https://thedutchphilly.com/brunch-menu (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/thedutchphilly.com/book, https://directindex.org/go/thedutchphilly.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, Tock: Through partners. Tock's terms (12 February 2026) prohibit robots, scripts, scrapers and automated systems except software expressly licensed by Tock; Google names Tock as an AI Mode booking partner. Read 2026-10-15: https://www.exploretock.com/terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 10 | 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/thedutchphilly.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/thedutchphilly.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/thedutchphilly.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=thedutchphilly.com&force=1