# La Boheme: Agent-Direct Score C (55.4%) Site: https://www.labohemefirenze.it/ Report: https://directindex.org/r/labohemefirenze.it Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) La Boheme is partly visible to agents. An AI assistant can open La Boheme's website. It can read what La Boheme offers. To book or order, it is sent to TheFork, a marketplace. ## Direct links - Menu: https://www.labohemefirenze.it/ - Phone: +390555320344 - Address: VIA GUELFA 70, 50129, FIRENZE - Prices: 39 prices on the site, the middle one €12.00 ## Nearby, also direct Places near La Boheme that take a booking or an order on their own website, with no marketplace in between. - Trattoria La Gratella (20 m): https://directindex.org/r/lagratella.it - Osteria Il Giardino di Barbano (110 m): https://directindex.org/r/giardinodibarbano.it ## What to fix first - **No structured data for the business.** (+14 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 - **Booking only through thefork.** (+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/book-direct-on-your-own-website - **Ordering only through deliveroo.** (+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 - **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 Florence, 35% of comparable sites declare one. - **39 prices on the landing page, the middle one €12.00.** In Florence, the middle price of comparable sites that show prices is €15.00. ## 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. ``` # La Boheme > local business in VIA GUELFA 70, 50129, FIRENZE, Florence. Phone +390555320344. ## Book or order directly - Menu: https://www.labohemefirenze.it/ ## About - Website: https://www.labohemefirenze.it/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list with prices on the page.** Agents can read the items and prices. - **TheFork works with agents through its partners.** TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Terms read on 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 422 of 862 in Florence. Top 49% 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 | 98% | no | | Publish the menu or price list as HTML | 92% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 37% | no | | Have an llms.txt | 30% | no | Nearest places in the index: Julia La Chorrillana Centro (C, 15 m, https://directindex.org/r/julialachorrillana.it); Trattoria La Gratella (B, 18 m, https://directindex.org/r/lagratella.it); La Cocotte (F, 77 m, https://directindex.org/r/lacocotte.org); Royal India (C, 93 m, https://directindex.org/r/royalindiafirenze.com); Indian Palace (D, 103 m, https://directindex.org/r/indianpalace.it); Osteria Il Giardino di Barbano (B, 112 m, https://directindex.org/r/giardinodibarbano.it); Ayasofya Istanbul (D, 115 m, https://directindex.org/r/ayasofyahalalfood.it); Gangnam (F, 116 m, https://directindex.org/r/ipratico.com); Osteria Dell'Osso (C, 145 m, https://directindex.org/r/osteriadellosso.it); Banana Bar Firenze (D, 166 m, https://directindex.org/r/bananabrunch.it). ## 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 Florence and named 62 places. La Boheme wasn't one of them. See who was named: https://directindex.org/city/florence/recommended Compared with its peers: Sites using TheFork 65% (39% A or B, 2017 sites); Sites using Deliveroo 63% (38% A or B, 798 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/labohemefirenze.it/agent-view ## Businesses like La Boheme in Florence | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Florence | 862 | 53% | 28% | 55.4% | | Sites using TheFork in Florence | 56 | 62% | 30% | 55.4% | The best of the sites using TheFork in Florence: Sakura (A 95.4%, https://directindex.org/r/sakurafirenze.it); Raices Latin Food (A 94.9%, https://directindex.org/r/raiceslatinfood.com); Cecchini in città (A 86.2%, https://directindex.org/r/cecchini-firenze.com); Pizzium (A 86.2%, https://directindex.org/r/pizzium.com); Tre Merli (A 86.2%, https://directindex.org/r/3merli.com). With the three fixes above (No structured data for the business; Booking only through thefork; Ordering only through deliveroo), the score would be about 100%, which would be first of 862 in Florence. ## The direct record What agents get for La Boheme, as JSON: https://directindex.org/api/direct/labohemefirenze.it - Book: none on record - Order: none on record - Menu: https://www.labohemefirenze.it/ (html_inline; from the scan) - Hours: none on record - Phone: +390555320344 - Stable links that count: https://directindex.org/go/labohemefirenze.it/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, TheFork: Through partners. TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Read 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 3 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/labohemefirenze.it - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/labohemefirenze.it/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/labohemefirenze.it/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=labohemefirenze.it&force=1