# Twenty Five Lusk: Agent-Direct Score B (83.1%) Site: https://www.25lusk.com/ Report: https://directindex.org/r/25lusk.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Twenty Five Lusk is mostly ready for agents. ## Direct links - Order directly: https://order.toasttab.com/egiftcards/25-lusk (through toast acting for the business) - Menu: https://25lusk.com/menus/ - Phone: +14154955875 ## What to fix first - **Booking only through opentable.** (+5 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+3 points) Missing: 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. ``` # Twenty Five Lusk > bar or pub in Lusk Street 25, San Francisco cafes and bars. Phone +14154955875. ## Book or order directly - Order: https://order.toasttab.com/egiftcards/25-lusk (through toast acting for the business) - Menu: https://25lusk.com/menus/ ## About - Website: https://www.25lusk.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (Restaurant).** address, phone - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Ordering through toast on your own domain.** No marketplace commission, and the guest 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. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them. ## Where it stands 36 of 387 in San Francisco cafes and bars. Top 9% 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 | 97% | yes | | Publish the menu or price list as HTML | 95% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes | | Structured data with address, phone and hours | 23% | no | | Have an llms.txt | 15% | no | Nearest places in the index: Cafe Lambretta (Cento Coffee) (A, 47 m, https://directindex.org/r/nirvanasoulcoffee.com); Cafe Okawari (F, 49 m, https://directindex.org/r/cafeokawari.com); Victory Hall & Parlor (B, 60 m, https://directindex.org/r/victoryhallsf.com); Coffee Wafflee (C, 131 m, https://directindex.org/r/coffeewafflee.com); Local Tap (C, 164 m, https://directindex.org/r/localtapsf.com); Tazza D’ Amore (F, 199 m, https://directindex.org/r/tazzadamorecafe.com); Golden Goat Coffee (C, 227 m, https://directindex.org/r/goldengoatcoffee.com); Bravado (F, 266 m, https://directindex.org/r/bravadolounge.com); Thriller Social Club (C, 341 m, https://directindex.org/r/thrillersocialclub.com); Hotel Utah Saloon (B, 349 m, https://directindex.org/r/hotelutah.com). ## 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. Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); Sites using OpenTable 67% (43% A or B, 1462 sites); Sites using Toast 74% (63% A or B, 1884 sites); This site 83.1%. See what an AI agent reads on this site: https://directindex.org/r/25lusk.com/agent-view Read by AI agents 7 times this month (ClaudeBot 7). ## Businesses like Twenty Five Lusk in San Francisco cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in San Francisco cafes and bars | 387 | 47% | 27% | 83.1% | | Built with WordPress in San Francisco cafes and bars | 49 | 60% | 37% | 83.1% | | Using OpenTable in San Francisco cafes and bars | 9 | 70% | 33% | 83.1% | | Built with WordPress and using OpenTable in San Francisco cafes and bars | 3 | 74% | 67% | 83.1% | The best of Using OpenTable in San Francisco cafes and bars: Sam's Tavern (B 78.5%, https://directindex.org/r/samsgrill-sf.com); Le Marais Bakery Market Cafe (B 77.5%, https://directindex.org/r/lemaraisbakery.com); Thriller Social Club (C 68.8%, https://directindex.org/r/thrillersocialclub.com); Bourbon and Branch (C 66.2%, https://directindex.org/r/bourbonandbranch.com); Local Edition (C 66.2%, https://directindex.org/r/localeditionsf.com). With the two fixes above (Booking only through opentable; Structured data is incomplete) the score would be about 95.4%: 4th of 387 in San Francisco cafes and bars, up from 36th. ## The direct record What agents get for Twenty Five Lusk, as JSON: https://directindex.org/api/direct/25lusk.com - Book: none on record - Order: https://order.toasttab.com/egiftcards/25-lusk (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested) - Menu: https://25lusk.com/menus/ (html_page; from the scan) - Hours: none on record - Phone: +14154955875 - Stable links that count: https://directindex.org/go/25lusk.com/order, https://directindex.org/go/25lusk.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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured - 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/ Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 19 | 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/25lusk.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/25lusk.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/25lusk.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=25lusk.com&force=1