# Front Food: Agent-Direct Score C (67.7%) Site: https://frontfood.at/ Report: https://directindex.org/r/frontfood.at Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Front Food is partly visible to agents. An AI assistant can open Front Food's website. It can read what Front Food offers. To book or order, it is sent to Just Eat, a marketplace. ## Direct links - Menu: https://frontfood.at/#section-2077 - Phone: +43 676 4512753 ## What to fix first ## 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. - **Ordering only through justeat.** (+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/online-ordering-without-delivery-apps - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. 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. ``` # Front Food > fast food restaurant (burger) in Pfarrgasse 20 4020 Linz, Linz. Phone +43 676 4512753. ## Book or order directly - Menu: https://frontfood.at/#section-2077 ## Opening hours Mo-Sa 11:30-19:00 ## About - Website: https://frontfood.at/ - 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 - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 80 of 299 in Linz. Top 27% 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 | 90% | no | | Publish the menu or price list as HTML | 77% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 58% | no | | Have an llms.txt | 42% | no | Nearest places with a similar menu: Rox Bar & Grill (A, 100 m, https://directindex.org/r/rox-linz.at); McDonald's (D, 169 m, https://directindex.org/r/mcdonalds.at); paul's Küche.Bar.Greisslerei (D, 606 m, https://directindex.org/r/pauls-linz.at); 183 Street Bites (D, 756 m, https://directindex.org/r/station183.at); Burgerei (F, 1100 m, https://directindex.org/r/imgupl.pics); Legandros Greek and Burger (F, 1102 m, https://directindex.org/r/legandros.at); Burgerliebe (C, 1143 m, https://directindex.org/r/burgerliebe.at); Restaurant Rauchkuchl (A, 1223 m, https://directindex.org/r/restaurant-rauchkuchl.at); Pizza Milano (D, 1645 m, https://directindex.org/r/pizza-milano.at); La Perla (D, 2020 m, https://directindex.org/r/la-perla-restaurant.at). ## 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: "A good vegan or vegetarian lunch near the centre, today." (ChatGPT, Claude, Gemini); "Best burger in town, and I want to order online." (ChatGPT) Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); Sites using Just Eat 53% (10% A or B, 1457 sites); This site 67.7%. See what an AI agent reads on this site: https://directindex.org/r/frontfood.at/agent-view ## Named by ChatGPT, Claude and Gemini for "A good vegan or vegetarian lunch near the centre, today" and "Best burger in town, and I want to order online" in Linz, October 2026 - "A good vegan or vegetarian lunch near the centre, today." (2026-10-16): ChatGPT with a link to this site; Claude with a link to this site; Gemini with a link to this site. https://directindex.org/city/linz/recommended/vegan-lunch - "Best burger in town, and I want to order online." (2026-10-16): ChatGPT with a link to this site. https://directindex.org/city/linz/recommended/burger Named by 3 of 3 assistants asked. Badge: https://directindex.org/badge/named/frontfood.at.svg ## Businesses like Front Food in Linz | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Linz | 299 | 52% | 25% | 67.7% | | Sites built with WordPress in Linz | 106 | 56% | 28% | 67.7% | | Sites using Just Eat in Linz | 9 | 60% | 22% | 67.7% | | Sites built with WordPress and using Just Eat in Linz | 1 | 68% | 0% | 67.7% | The best of the sites using Just Eat in Linz: Maharaja (A 90.8%, https://directindex.org/r/maharaja-linz.at); Bosner Eck Linz|Schillerpark (B 72.3%, https://directindex.org/r/bosnereck.at); Lakita Pizzeria (D 53.8%, https://directindex.org/r/lakitapizzeria.at); Meda Pizza Burger Kebab (D 53.8%, https://directindex.org/r/medapizzaburgerkebap.at); Mee Noodles & more (D 53.8%, https://directindex.org/r/meenoodles.at). With the two fixes above (Ordering only through justeat; Structured data is incomplete), the score would be about 95.4%. That would be 6th of 299 in Linz, up from 80th. ## The direct record What agents get for Front Food, as JSON: https://directindex.org/api/direct/frontfood.at - Book: none on record - Order: none on record - Menu: https://frontfood.at/#section-2077 (html_page; from the scan) - Hours: Mo-Sa 11:30-19:00 (closed now) (from OpenStreetMap) - Phone: +43 676 4512753 - Stable links that count: https://directindex.org/go/frontfood.at/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, Just Eat: Not stated. Just Eat's UK website terms bar misuse of the website including scraping and limit use to personal, non-commercial purposes; they do not address an assistant ordering for a customer; an Alexa+ ordering tie-in is announced but not live. The terms page refused an automated read on 2026-10-15. Read 2026-10-15: https://www.just-eat.co.uk/info/terms-and-conditions ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 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/frontfood.at - 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/frontfood.at/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/frontfood.at/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 · Rescan now: https://directindex.org/scan?url=frontfood.at&force=1