# First Czech Restaurant Management Company: Agent-Direct Score D (44.6%) Site: http://www.otsh.com Report: https://directindex.org/r/otsh.com 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.) First Czech Restaurant Management Company is hard for agents to use. An AI assistant can open First Czech Restaurant Management Company's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through api.mews.com. ## Direct links - Phone: 224 232 677 - Address: Staroměstské náměstí 548/20, 110 00, Praha 1 ## Nearby, also direct Places near First Czech Restaurant Management Company that take a booking or an order on their own website, with no marketplace in between. - El Toro Negro (50 m): https://directindex.org/r/eltoronegro.cz - Grand Café Praha (70 m): https://directindex.org/r/cafemozart.cz - Zvon (100 m): https://directindex.org/r/zvonzvon.cz - U Rotlevů (110 m): https://directindex.org/r/cuni.cz - U Zlaté Trumpety (120 m): https://directindex.org/r/jazzungelt.cz ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. 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 - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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 Prague, 31% 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. ``` # First Czech Restaurant Management Company > local business in Staroměstské náměstí 548/20, 110 00, Praha 1, Prague cafes and bars. Phone 224 232 677. ## About - Website: http://www.otsh.com - 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. ## Where it stands 799 of 1505 in Prague cafes and bars. Top 53% 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 | 83% | no | | Publish the menu or price list as HTML | 69% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 87% | yes | | Structured data with address, phone and hours | 38% | no | | Have an llms.txt | 42% | no | Nearest places in the index: Bar (C, 40 m, https://directindex.org/r/barsandkai.cz); El Toro Negro (C, 51 m, https://directindex.org/r/eltoronegro.cz); Café Revoluční (A, 69 m, https://directindex.org/r/caferevolucni.cz); Grand Café Praha (C, 73 m, https://directindex.org/r/cafemozart.cz); Caffe Italia (D, 81 m, https://directindex.org/r/caffeitalia.cz); Kavárna U Zvonu (F, 83 m, https://directindex.org/r/caffeuzvonu.cz); Zvon (C, 97 m, https://directindex.org/r/zvonzvon.cz); U Rotlevů (C, 106 m, https://directindex.org/r/cuni.cz); U Zlaté Trumpety (C, 120 m, https://directindex.org/r/jazzungelt.cz); Black Angel's Bar (A, 131 m, https://directindex.org/r/blackangelsbar.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. Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 44.6%. See what an AI agent reads on this site: https://directindex.org/r/otsh.com/agent-view ## Businesses like First Czech Restaurant Management Company in Prague cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Prague cafes and bars | 1505 | 48% | 16% | 44.6% | | Sites built with WordPress in Prague cafes and bars | 437 | 53% | 20% | 44.6% | The best of the sites built with WordPress in Prague cafes and bars: Cacao (A 95.4%, https://directindex.org/r/cacaoprague.cz); Hospůdka Sokol (A 95.4%, https://directindex.org/r/restauracesokol.cz); Lavish Lounge (A 95.4%, https://directindex.org/r/lavish-lounge.cz); ZanziBar Praha (A 95.4%, https://directindex.org/r/lavish-lounge.cz); Gin Twist Bar (A 90.8%, https://directindex.org/r/gintwistbar.cz). With the three fixes above (No structured data for the business; Booking through an unrecognised third party; No menu or price list found), the score would be about 92.3%. That would be 21st of 1,505 in Prague cafes and bars, up from 799th. ## The direct record What agents get for First Czech Restaurant Management Company, as JSON: https://directindex.org/api/direct/otsh.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 224 232 677 ## 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 | 23 | 25 | | Readable | 0 | 25 | | Actionable | 6 | 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/otsh.com - 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/otsh.com/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/otsh.com/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=otsh.com&force=1