# Pierogi: Agent-Direct Score D (53.8%) Site: http://www.pierogi-graz.at/ Report: https://directindex.org/r/pierogi-graz.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.) Pierogi is hard for agents to use. An AI assistant can open Pierogi's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: +43 650 44 21 902 ## What to fix first - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Structured data is incomplete.** (+2 points) Missing: telephone. 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. ``` # Pierogi > restaurant (polish) in Neutorgasse 28 8010 Graz, Graz. Phone +43 650 44 21 902. ## Opening hours "Aussage der Inhaberin: Sie macht um 10:00 Uhr auf und macht zu, wenn das Essen alle ist." ## About - Website: http://www.pierogi-graz.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 (LocalBusiness).** address, opening hours ## Where it stands 184 of 380 in Graz. Top 48% 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 | 95% | no | | Publish the menu or price list as HTML | 85% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 49% | no | | Have an llms.txt | 31% | no | Nearest places in the index: Café Erde (D, 32 m, https://directindex.org/r/cafeerde.com); Napo Pizza Napoletena (C, 41 m, https://directindex.org/r/napopizza.at); Akakiko (B, 96 m, https://directindex.org/r/akakiko.at); Francis Bistro (B, 108 m, https://directindex.org/r/francis-bistro.at); Cook Moon (D, 108 m, https://directindex.org/r/cook-moon.com); dreizehn by Gauster (C, 111 m, https://directindex.org/r/dreizehnbygauster.at); Peppone (F, 119 m, https://directindex.org/r/peppone-graz.at); Leiner's (F, 120 m, https://directindex.org/r/leiners.at); Peter Weinstube (C, 129 m, https://directindex.org/r/metro.rest); Der Steirer (B, 137 m, https://directindex.org/r/der-steirer.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. The assistants were asked 12 everyday questions about Graz and named 51 places. Pierogi wasn't one of them. See who was named: https://directindex.org/city/graz/recommended Compared with its peers: Sites built with Squarespace 65% (49% A or B, 11547 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/pierogi-graz.at/agent-view ## Businesses like Pierogi in Graz | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Graz | 380 | 53% | 24% | 53.8% | | Sites built with Squarespace in Graz | 6 | 66% | 50% | 53.8% | The best of the sites built with Squarespace in Graz: Rondo (A 92.3%, https://directindex.org/r/restaurant-rondo.at); We love Greenhouse (B 78.5%, https://directindex.org/r/greenhouse-ginko.at); Ginko (B 70.8%, https://directindex.org/r/restaurant-ginko.at); Dionysos (C 69.2%, https://directindex.org/r/restaurant-dionysos.at); Kaisers BBQ (F 30.8%, https://directindex.org/r/kaisersbbq.at). With the three fixes above (No booking or ordering link on the website; No menu or price list found; No working HTTPS), the score would be about 92.3%. That would be 13th of 380 in Graz, up from 184th. ## The direct record What agents get for Pierogi, as JSON: https://directindex.org/api/direct/pierogi-graz.at - Book: none on record - Order: none on record - Menu: none on record - Hours: "Aussage der Inhaberin: Sie macht um 10:00 Uhr auf und macht zu, wenn das Essen alle ist." (from OpenStreetMap) - Phone: +43 650 44 21 902 ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 22 | 25 | | Readable | 13 | 25 | | Actionable | 0 | 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/pierogi-graz.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/pierogi-graz.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/pierogi-graz.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=pierogi-graz.at&force=1