# Fromanda: Agent-Direct Score D (53.8%) Site: https://www.fromandakoeln.de Report: https://directindex.org/r/fromandakoeln.de 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.) Fromanda is hard for agents to use. ## Direct links - Menu: https://www.fromandakoeln.de/ - Phone: +49 221 99719762 ## 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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering only through justeat.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **Just Eat's terms do not allow agents; a direct form on your own site would.** (+12 points) Just Eat's UK website terms say you must not misuse the website, including by scraping, and limit use to personal, non-commercial purposes; an Alexa+ ordering tie-in is announced but not live. Read 2026-10-15: https://www.just-eat.co.uk/info/terms-and-conditions. An agent that books or orders there acts against the vendor's terms; a form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # Fromanda > restaurant (chinese) in Florastraße 174 50733 Köln, Cologne. Phone +49 221 99719762. ## Book or order directly - Menu: https://www.fromandakoeln.de/ ## Opening hours Mo,We-Sa 12:00-15:00,17:30-22:30; Su,PH 12:00-22:30 ## About - Website: https://www.fromandakoeln.de - 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. - **Menu or price list with prices on the page.** Agents can read items and prices directly. ## Where it stands 453 of 999 in Cologne. Top 45% 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 | 89% | no | | Publish the menu or price list as HTML | 83% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 24% | no | Nearest places with a similar menu: Tang Wang (F, 1764 m, https://directindex.org/r/tangwang.de); Peking am Dom (B, 2150 m, https://directindex.org/r/peking-am-dom.de); Great Wall (D, 2231 m, https://directindex.org/r/greatwallcologne.de); Ginger (F, 2520 m, https://directindex.org/r/restaurant-ginger.de); Drachen City (D, 2689 m, https://directindex.org/r/drachen-city.de); Bai Lu Noodles (B, 2916 m, https://directindex.org/r/bailu-noodles.de); NaiNai Bao (A, 3056 m, https://directindex.org/r/nainaibao.de). ## 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 using Just Eat 54% (11% A or B, 883 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/fromandakoeln.de/agent-view ## Businesses like Fromanda in Cologne | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Cologne | 999 | 50% | 24% | 53.8% | | Using Just Eat in Cologne | 37 | 53% | 5% | 53.8% | The best of Using Just Eat in Cologne: Enchilada (A 92.3%, https://directindex.org/r/enchilada.de); Curry'n'Spice (B 73.8%, https://directindex.org/r/currynspice.de); Wilma Wunder (C 64.6%, https://directindex.org/r/wilma-wunder.de); Black Angus XL (C 63.1%, https://directindex.org/r/blackangusxl.de); Tuscolo Köln (C 60%, https://directindex.org/r/tuscolo.de). With the three fixes above (No structured data for the business; Ordering only through justeat; Just Eat's terms do not allow agents; a direct form on your own site would) the score would be about 100%: first of 999 in Cologne. ## The direct record What agents get for Fromanda, as JSON: https://directindex.org/api/direct/fromandakoeln.de - Book: none on record - Order: none on record - Menu: https://www.fromandakoeln.de/ (html_inline; from the scan) - Hours: Mo,We-Sa 12:00-15:00,17:30-22:30; Su,PH 12:00-22:30 (closed now) (from OpenStreetMap) - Phone: +49 221 99719762 - Stable links that count: https://directindex.org/go/fromandakoeln.de/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 - Vendor terms for agents, Just Eat: No. Just Eat's UK website terms say you must not misuse the website, including by scraping, and limit use to personal, non-commercial purposes; an Alexa+ ordering tie-in is announced but not live. Read 2026-10-15: https://www.just-eat.co.uk/info/terms-and-conditions Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 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/fromandakoeln.de - 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 Deep report: https://directindex.org/r/fromandakoeln.de/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=fromandakoeln.de&force=1