# Madam Pancake: Agent-Direct Score C (67.7%) Site: http://www.madampancake.com/ Report: https://directindex.org/r/madampancake.com Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Madam Pancake is partly visible to agents. An AI assistant can open Madam Pancake's website. What Madam Pancake offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through TheFork. ## Direct links - Book directly: https://widget.thefork.com/46d3dcd2-dfa1-4503-b250-7bcf1783f9da (through thefork acting for the business) ## Nearby, also direct Places near Madam Pancake that take a booking or an order on their own website, with no marketplace in between. - Kamasutra (10 m): https://directindex.org/r/restaurantkamasutra.nl - Mr Tom Snack Bar (30 m): https://directindex.org/r/hetkarbeel.nl - Bella Roma (30 m): https://directindex.org/r/pizzeriabellaroma.nl - Ramen Impossible (40 m): https://directindex.org/r/ramen-ism.com ## What to fix first - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Menu or price list is an image.** (+6 points) Agents can't read it. Publish it as text. Guide: https://directindex.org/guides/menu-pdf-ai - **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 ## What the site tells visitors (Measured, not scored) - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Amsterdam, 30% of comparable sites declare one. ## 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. ``` # Madam Pancake > restaurant in Amsterdam. ## Book or order directly - Book: https://widget.thefork.com/46d3dcd2-dfa1-4503-b250-7bcf1783f9da (through thefork acting for the business) - Menu: https://www.madampancake.com/images/1/MP_menu_1600.png ## About - Website: http://www.madampancake.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 (Organization).** no address, phone or hours in it - **Booking through thefork on your own domain.** There's no marketplace commission, and the customer stays yours. - **TheFork works with agents through its partners.** TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Terms read on 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings. 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 872 of 2262 in Amsterdam. Top 39% 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 | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes | | Structured data with address, phone and hours | 78% | no | | Have an llms.txt | 23% | no | Nearest places in the index: Kamasutra (A, 9 m, https://directindex.org/r/restaurantkamasutra.nl); Fabian (D, 22 m, https://directindex.org/r/restaurant-fabian.com); Mr Tom Snack Bar (C, 32 m, https://directindex.org/r/hetkarbeel.nl); Bella Roma (C, 34 m, https://directindex.org/r/pizzeriabellaroma.nl); Steakhouse La Maria (F, 37 m, https://directindex.org/r/grasshopper.nl); Pasta Pasta (D, 40 m, https://directindex.org/r/pasta-pasta.nl); Ramen Impossible (C, 40 m, https://directindex.org/r/ramen-ism.com); Grizzly (C, 47 m, https://directindex.org/r/grizzly-amsterdam.nl); Tibet Restaurant (F, 47 m, https://directindex.org/r/tibet-restaurant.nl); De Bakkerswinkel Centrum (D, 47 m, https://directindex.org/r/debakkerswinkelcentrum.nl). ## 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 13 everyday questions about Amsterdam and named 74 places. Madam Pancake wasn't one of them. See who was named: https://directindex.org/city/amsterdam/recommended Compared with its peers: Sites using TheFork 60% (25% A or B, 1171 sites); This site 67.7%. See what an AI agent reads on this site: https://directindex.org/r/madampancake.com/agent-view ## Businesses like Madam Pancake in Amsterdam | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Amsterdam | 2262 | 57% | 35% | 67.7% | | Sites using TheFork in Amsterdam | 56 | 68% | 43% | 67.7% | The best of the sites using TheFork in Amsterdam: De Hollandse Tulp (A 100%, https://directindex.org/r/dehollandse-tulp.nl); La Stego (A 100%, https://directindex.org/r/la-stego.nl); Sherpa (A 100%, https://directindex.org/r/sherparestaurant.nl); The Yeti (A 95.4%, https://directindex.org/r/theyeti.nl); Caramba! (A 90.8%, https://directindex.org/r/restaurantcaramba.nl). With the two fixes above (Structured data is incomplete; Menu or price list is an image), the score would be about 87.7%. That would be 189th of 2,262 in Amsterdam, up from 872nd. ## The direct record What agents get for Madam Pancake, as JSON: https://directindex.org/api/direct/madampancake.com - Book: https://widget.thefork.com/46d3dcd2-dfa1-4503-b250-7bcf1783f9da (vendor on own site: TheFork; found by the scan of 2026-10-22, not yet tested) - Order: none on record - Menu: https://www.madampancake.com/images/1/MP_menu_1600.png (image; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/madampancake.com/book, https://directindex.org/go/madampancake.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, TheFork: Through partners. TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Read 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 9 | 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/madampancake.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/madampancake.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/madampancake.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=madampancake.com&force=1