# Lunchroom Fröbel: Agent-Direct Score B (70.8%) Site: https://www.frobelrotterdam.nl Report: https://directindex.org/r/frobelrotterdam.nl 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.) Lunchroom Fröbel is mostly ready for agents. ## Direct links - Menu: https://frobelrotterdam.nl/menu - Phone: +31 6 42444407 ## What to fix first - **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+3 points) Missing: address, telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **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. ``` # Lunchroom Fröbel > restaurant in Westerstraat 79A 3016DG Rotterdam, Rotterdam. Phone +31 6 42444407. ## Book or order directly - Menu: https://frobelrotterdam.nl/menu ## Opening hours Mo-Su 09:00-17:00 ## About - Website: https://www.frobelrotterdam.nl - 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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (LocalBusiness).** opening hours - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Where it stands 152 of 608 in Rotterdam. Top 25% 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 | 98% | no | | Publish the menu or price list as HTML | 97% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes | | Structured data with address, phone and hours | 30% | no | | Have an llms.txt | 10% | no | Nearest places in the index: Celest - Restaurant (B, 165 m, https://directindex.org/r/celest.nl); Twenty7 (D, 179 m, https://directindex.org/r/27aandemaas.nl); Captain's Cabin (B, 255 m, https://directindex.org/r/captainscabin.nl); Zinc (F, 262 m, https://directindex.org/r/restaurantzinc.nl); Zeezout (F, 336 m, https://directindex.org/r/restaurantzeezout.nl); Prachtig (B, 338 m, https://directindex.org/r/prachtigrotterdam.nl); Atithi (C, 415 m, https://directindex.org/r/atithi.nl); Hkiki (F, 504 m, https://directindex.org/r/hkiki.nl); Restaurant Langoest (C, 539 m, https://directindex.org/r/langoest.nl); Pho Hanoi (B, 569 m, https://directindex.org/r/phohanoi.nl). ## 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 built with Squarespace 64% (46% A or B, 6916 sites); This site 70.8%. See what an AI agent reads on this site: https://directindex.org/r/frobelrotterdam.nl/agent-view Read by AI agents 2 times this month. ## Businesses like Lunchroom Fröbel in Rotterdam | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Rotterdam | 608 | 49% | 25% | 70.8% | | Built with Squarespace in Rotterdam | 10 | 73% | 60% | 70.8% | The best of Built with Squarespace in Rotterdam: Kaat Mossel (A 86.2%, https://directindex.org/r/kaatmossel.nl); Mevrouw Meijer (A 86.2%, https://directindex.org/r/mevrouwmeijer.nl); Casa Thai (B 84.6%, https://directindex.org/r/casathairotterdam.nl); Restaurant Neptune (B 76.9%, https://directindex.org/r/restaurantneptune.com); oKay (B 72.3%, https://directindex.org/r/restaurant-cafe-okay.nl). With the two fixes above (No booking or ordering path at all; Structured data is incomplete) the score would be about 95.4%: 9th of 608 in Rotterdam, up from 152nd. ## The direct record What agents get for Lunchroom Fröbel, as JSON: https://directindex.org/api/direct/frobelrotterdam.nl - Book: none on record - Order: none on record - Menu: https://frobelrotterdam.nl/menu (html_page; from the scan) - Hours: Mo-Su 09:00-17:00 (closed now) (from OpenStreetMap) - Phone: +31 6 42444407 - Stable links that count: https://directindex.org/go/frobelrotterdam.nl/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 Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 19 | 25 | | Actionable | 2 | 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/frobelrotterdam.nl - 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 Deep report: https://directindex.org/r/frobelrotterdam.nl/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 · Rescan now: https://directindex.org/scan?url=frobelrotterdam.nl&force=1