# La belle tasse: Agent-Direct Score C (55.4%) Site: https://www.labelletasse.com/ Report: https://directindex.org/r/labelletasse.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) La belle tasse is partly visible to agents. An AI assistant can open La belle tasse'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 SpotOn. ## Direct links - Book directly: https://order.spoton.com/so-la-belle-tasse-28956/new-york-ny/BL-56CB-1CB5-7B29 (through spoton acting for the business) - Phone: +19297339915 - Address: 836 2nd Ave, 10017, New York - Prices: 23 prices on the site, the middle one $5.50 ## Nearby, also direct Places near La belle tasse that take a booking or an order on their own website, with no marketplace in between. - Overlook (140 m): https://directindex.org/r/overlooknyc.com - Rosie Dunn's (220 m): https://directindex.org/r/rosiedunns.com - Little Collins (260 m): https://directindex.org/r/littlecollinsnyc.com - Malone's Irish Bar & Grill (270 m): https://directindex.org/r/malonesnyc.com ## What to fix first - **No structured data for the business.** (+14 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 - **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 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) - **23 prices on the landing page, the middle one $5.50.** In New York, 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 belle tasse > local business in 836 2nd Ave, 10017, New York, New York cafes and bars. Phone +19297339915. ## Book or order directly - Book: https://order.spoton.com/so-la-belle-tasse-28956/new-york-ny/BL-56CB-1CB5-7B29 (through spoton acting for the business) ## About - Website: https://www.labelletasse.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Booking through spoton on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 1774 of 4076 in New York cafes and bars. Top 44% 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 | 97% | yes | | Publish the menu or price list as HTML | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 22% | no | Nearest places in the index: Overlook (C, 137 m, https://directindex.org/r/overlooknyc.com); The Belleweather (C, 165 m, https://directindex.org/r/vanderbiltrepublic.com); McFadden's Saloon (F, 205 m, https://directindex.org/r/mcfaddens42.com); Sakagura (C, 208 m, https://directindex.org/r/squarespace.com); The Perfect Pint (B, 212 m, https://directindex.org/r/theperfectpintnyc.com); Rosie Dunns (F, 220 m, https://directindex.org/r/bayardsbars.com); Rosie Dunn's (A, 224 m, https://directindex.org/r/rosiedunns.com); Little Collins (B, 257 m, https://directindex.org/r/littlecollinsnyc.com); Juice Bar Plus (F, 259 m, https://directindex.org/r/juicebar.com); Malone's Irish Bar & Grill (C, 270 m, https://directindex.org/r/malonesnyc.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 using SpotOn 78% (69% A or B, 1837 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/labelletasse.com/agent-view ## Businesses like La belle tasse in New York cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York cafes and bars | 4076 | 48% | 26% | 55.4% | | Sites using SpotOn in New York cafes and bars | 110 | 78% | 71% | 55.4% | The best of the sites using SpotOn in New York cafes and bars: Fraunces Tavern (A 100%, https://directindex.org/r/frauncestavern.com); Goldie's Tavern (A 100%, https://directindex.org/r/goldiestavern.com); Mickey Spillane's (A 100%, https://directindex.org/r/mickeyspillanes.com); The Black Sheep (A 100%, https://directindex.org/r/blacksheep.bar); Bayard's Ale House (A 95.4%, https://directindex.org/r/bayardsalehouse.com). With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 245th of 4,076 in New York cafes and bars, up from 1774th. ## The direct record What agents get for La belle tasse, as JSON: https://directindex.org/api/direct/labelletasse.com - Book: https://order.spoton.com/so-la-belle-tasse-28956/new-york-ny/BL-56CB-1CB5-7B29 (vendor on own site: SpotOn; found by the scan of 2026-10-23, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +19297339915 - Stable links that count: https://directindex.org/go/labelletasse.com/book ## 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, SpotOn: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 1 | 25 | | Actionable | 10 | 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/labelletasse.com - 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/labelletasse.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/labelletasse.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 ยท Rescan now: https://directindex.org/scan?url=labelletasse.com&force=1