# Espresso 77: Agent-Direct Score B (84.6%) Site: https://www.espresso77.com Report: https://directindex.org/r/espresso77.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.) Espresso 77 is mostly ready for agents. An AI assistant can open Espresso 77's website. It can read what Espresso 77 offers. It finds a way to book or order directly, through Toast. ## Direct links - Order directly: https://www.toasttab.com/espresso-77/v3#!/ (through toast acting for the business) - Menu: https://www.espresso77.com/menu-2 - Address: 77th Street 35-57A 11372 ## Nearby, also direct Places near Espresso 77 that take a booking or an order on their own website, with no marketplace in between. - Studio NUEVA ERA (550 m): https://directindex.org/r/boletosexpress.com ## What to fix first - **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. ``` # Espresso 77 > cafe or coffee shop (coffee shop) in 77th Street 35-57A 11372, New York cafes and bars. ## Book or order directly - Order: https://www.toasttab.com/espresso-77/v3#!/ (through toast acting for the business) - Menu: https://www.espresso77.com/menu-2 ## About - Website: https://www.espresso77.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. - **Structured data found (LocalBusiness).** address, opening hours - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours. - **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. 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 393 of 4076 in New York cafes and bars. Top 10% 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% | yes | | 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: Club Evolution (D, 263 m, https://directindex.org/r/eclubnyc.com); Friend's Tavern (F, 283 m, https://directindex.org/r/friends-tavern.com); Melao (D, 300 m, https://directindex.org/r/blogspot.com); Mangos Night Club (F, 312 m, https://directindex.org/r/city-data.com); 969 NYC Coffee (F, 335 m, https://directindex.org/r/969nyccoffee.com); SAL Y PIMIENTA BAR (D, 448 m, https://directindex.org/r/food96.com); Miranda Cafe (B, 515 m, https://directindex.org/r/mirandacafe.com); Las Margaritas (F, 538 m, https://directindex.org/r/lasmargaritasrestaurantsportsbar.com); Studio NUEVA ERA (B, 547 m, https://directindex.org/r/boletosexpress.com); Upstairs Cocktail Bar (D, 557 m, https://directindex.org/r/upstairscocktailbar.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 Squarespace 61% (41% A or B, 32150 sites); Sites using Toast 73% (62% A or B, 6097 sites); This site 84.6%. See what an AI agent reads on this site: https://directindex.org/r/espresso77.com/agent-view ## Businesses like Espresso 77 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% | 84.6% | | Sites built with Squarespace in New York cafes and bars | 804 | 65% | 38% | 84.6% | | Sites using Toast in New York cafes and bars | 142 | 75% | 65% | 84.6% | | Sites built with Squarespace and using Toast in New York cafes and bars | 35 | 79% | 77% | 84.6% | The best of the sites built with Squarespace and using Toast in New York cafes and bars: Lucky Tiger (A 100%, https://directindex.org/r/luckytigernyc.com); Queen's Room (A 95%, https://directindex.org/r/queensroomnyc.com); Spoons (A 93.8%, https://directindex.org/r/spoons.com); Locksmith Bar (A 92.3%, https://directindex.org/r/locksmithbarnyc.com); Abilene (A 89.2%, https://directindex.org/r/abilenebarbrooklyn.com). With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 245th of 4,076 in New York cafes and bars, up from 393rd. ## The direct record What agents get for Espresso 77, as JSON: https://directindex.org/api/direct/espresso77.com - Book: none on record - Order: https://www.toasttab.com/espresso-77/v3#!/ (vendor on own site: Toast; found by the scan of 2026-10-23, not yet tested) - Menu: https://www.espresso77.com/menu-2 (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/espresso77.com/order, https://directindex.org/go/espresso77.com/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 (Toast): yes - Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/ Found one hop past the home page: menu page /menu-2: ordering via grubhub, ordering via doordash. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 20 | 25 | | Actionable | 10 | 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/espresso77.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: yes Keep watching this business (https://directindex.org/r/espresso77.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/espresso77.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=espresso77.com&force=1