# Mozzarella Bar Stuttgart: Agent-Direct Score C (67.2%) Site: http://www.mozze.de/ Report: https://directindex.org/r/mozze.de Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Mozzarella Bar Stuttgart is partly visible to agents. Some AI assistants are turned away by Mozzarella Bar Stuttgart's website. It can read what Mozzarella Bar Stuttgart offers. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://mozze.de/mozzarellabar-stuttgart-reservierung/ (on the business's own site) - Menu: https://mozze.de/mozzarellabar-stuttgart-speisekarte/ - Phone: 491703800876 - Address: Paulinenstraße 16, 70178, Stuttgart - Its menu mentions: vegan options ## Nearby, also direct Places near Mozzarella Bar Stuttgart that take a booking or an order on their own website, with no marketplace in between. - Il Pomodoro (400 m): https://directindex.org/r/ilpomodoro-stuttgart-mitte.de - Ristorante La Fenice Stuttgart (400 m): https://directindex.org/r/ristorante-la-fenice.de - Trattoria Santa Lucia (450 m): https://directindex.org/r/santalucia-stuttgart.de - Colvino (450 m): https://directindex.org/r/colvino.de - Trattoria Salieri (470 m): https://directindex.org/r/salieri-stuttgart.de ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Ordering only through justeat.** (no points, but worth doing) 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 - **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 Stuttgart, 11% 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. ``` # Mozzarella Bar Stuttgart > local business (italian) in Paulinenstraße 16, 70178, Stuttgart, Stuttgart. Phone 491703800876. ## Book or order directly - Book: https://mozze.de/mozzarellabar-stuttgart-reservierung/ (on the business's own site) - Menu: https://mozze.de/mozzarellabar-stuttgart-speisekarte/ ## About - Website: http://www.mozze.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 main AI user agents. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 288 of 1129 in Stuttgart. Top 26% 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 | 84% | yes | | Publish the menu or price list as HTML | 77% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 27% | no | Nearest places with a similar menu: Perbacco (D, 49 m, https://directindex.org/r/perbacco.de); Cafeteria Paninotheke Attimi (F, 240 m, https://directindex.org/r/attimi.eu); Nostalgia di Napoli (D, 387 m, https://directindex.org/r/nostalgia-napoli.de); Il Pomodoro (C, 396 m, https://directindex.org/r/ilpomodoro-stuttgart-mitte.de); Ristorante La Fenice Stuttgart (C, 403 m, https://directindex.org/r/ristorante-la-fenice.de); Trattoria Santa Lucia (B, 447 m, https://directindex.org/r/santalucia-stuttgart.de); Colvino (A, 453 m, https://directindex.org/r/colvino.de); Trattoria Salieri (D, 472 m, https://directindex.org/r/salieri-stuttgart.de); Sotto Sopra (D, 495 m, https://directindex.org/r/sotto-sopra-stgt.de); Andiamore (C, 519 m, https://directindex.org/r/andiamore.com). ## 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 22 everyday questions about Stuttgart and named 120 places. Mozzarella Bar Stuttgart wasn't one of them. See who was named: https://directindex.org/city/stuttgart/recommended Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); Sites using Just Eat 52% (10% A or B, 1968 sites); This site 67.2%. See what an AI agent reads on this site: https://directindex.org/r/mozze.de/agent-view ## Businesses like Mozzarella Bar Stuttgart in Stuttgart | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Stuttgart | 1129 | 50% | 21% | 67.2% | | Sites built with WordPress in Stuttgart | 381 | 58% | 31% | 67.2% | | Sites using Just Eat in Stuttgart | 29 | 53% | 14% | 67.2% | | Sites built with WordPress and using Just Eat in Stuttgart | 4 | 51% | 0% | 67.2% | The best of the sites built with WordPress and using Just Eat in Stuttgart: Joe Peña's Cantina y Bar (D 47.7%, https://directindex.org/r/joepenas.de); Haus des Döners (D 45.1%, https://directindex.org/r/hausdesdoners.de); Buddiezburger (D 43.5%, https://directindex.org/r/buddiezburger.de). With the two fixes above (No structured data for the business; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 4th of 1,129 in Stuttgart, up from 288th. ## The direct record What agents get for Mozzarella Bar Stuttgart, as JSON: https://directindex.org/api/direct/mozze.de - Book: https://mozze.de/mozzarellabar-stuttgart-reservierung/ (own site; found by the scan of 2026-10-20, not yet tested) - Order: none on record - Menu: https://mozze.de/mozzarellabar-stuttgart-speisekarte/ (html_page; from the scan) - Hours: none on record - Phone: 491703800876 - Stable links that count: https://directindex.org/go/mozze.de/book, https://directindex.org/go/mozze.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): 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 Found one hop past the home page: menu page /mozzarellabar-stuttgart-speisekarte/: 83 prices; booking page /mozzarellabar-stuttgart-reservierung/: booking via opentable. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 7 | 25 | | Actionable | 15 | 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/mozze.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 Keep watching this business (https://directindex.org/r/mozze.de/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/mozze.de/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=mozze.de&force=1