# Overflow Coffee: Agent-Direct Score C (61.5%) Site: https://www.overflowcoffee.nyc/ Report: https://directindex.org/r/overflowcoffee.nyc Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Overflow Coffee is partly visible to agents. ## Direct links - Menu: https://www.overflowcoffee.nyc/menu ## What to fix first - **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Overflow Coffee > cafe or coffee shop in New York cafes and bars. ## Book or order directly - Menu: https://www.overflowcoffee.nyc/menu ## About - Website: https://www.overflowcoffee.nyc/ - 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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (LocalBusiness).** but without address, phone or hours - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Since the scan of 2026-10-14 (C then) - Fixed: nothing - New: nothing ## Where it stands 655 of 1612 in New York cafes and bars. Top 41% of the sites scanned in this index. | What the top tenth 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 | 96% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 11% | no | Nearest places in the index: Fifth Hammer Brewing Company (A, 155 m, https://directindex.org/r/fifthhammerbrewing.com); Little Chef Little Café (A, 194 m, https://directindex.org/r/littlecheflittlecafe.com); 51st Bakery & Cafe (C, 436 m, https://directindex.org/r/51stbakeryandcafe.com); Big Alice Brewing (C, 723 m, https://directindex.org/r/bigalicebrewing.com); Pumpernickel Bagel & Delicatessan (D, 738 m, https://directindex.org/r/pumpbagels.com); Lately Café (F, 739 m, https://directindex.org/r/latelycafelic.com); Teazzi Tea Shop (D, 949 m, https://directindex.org/r/teazzi.com); Softbite (C, 994 m, https://directindex.org/r/softbite.us); The Beast Next Door Cafe & Bar (A, 1095 m, https://directindex.org/r/thebeastnextdoor.com); Eagle Trading Company (D, 1289 m, https://directindex.org/r/eagletradingco.nyc). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Score over 2 scans since 2026-10-14: 2026-10-14 62%, 2026-10-15 62%. Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/overflowcoffee.nyc/agent-view ## Businesses like Overflow Coffee in New York cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in New York cafes and bars | 1612 | 46% | 30% | 61.5% | | Built with Squarespace in New York cafes and bars | 403 | 67% | 46% | 61.5% | The best of Built with Squarespace in New York cafes and bars: Analogue (A 100%, https://directindex.org/r/analoguenyc.com); Sandwell (A 100%, https://directindex.org/r/getsandwell.com); Le Petit Parisienne (A 95%, https://directindex.org/r/lepetitparisienusa.com); Osamil (A 95%, https://directindex.org/r/osamil.com); Pitanga (A 95%, https://directindex.org/r/pitangabk.com). With the two fixes above (No booking or ordering path at all; Structured data is incomplete) the score would be about 95.4%: 8th of 1,612 in New York cafes and bars, up from 655th. ## The direct record What agents get for Overflow Coffee, as JSON: https://directindex.org/api/direct/overflowcoffee.nyc - Book: none on record - Order: none on record - Menu: https://www.overflowcoffee.nyc/menu (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/overflowcoffee.nyc/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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 15 | 25 | | Actionable | 0 | 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/overflowcoffee.nyc - 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 Deep report: https://directindex.org/r/overflowcoffee.nyc/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=overflowcoffee.nyc&force=1