# Larry's Tavern: Agent-Direct Score B (70.8%) Site: https://www.larrystavern.com Report: https://directindex.org/r/thestedmangroup.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.) Larry's Tavern is mostly ready for agents. ## Direct links - Menu: https://www.thestedmangroup.com/menu-overview - Phone: +12064533009 ## What to fix first - **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+3 points) Missing: address, telephone. 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. ``` # Larry's Tavern > bar or pub in California Avenue Southwest 3405 98116 Seattle, Seattle cafes and bars. Phone +12064533009. ## Book or order directly - Menu: https://www.thestedmangroup.com/menu-overview ## About - Website: https://www.larrystavern.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 (LocalBusiness).** opening hours - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Where it stands 175 of 638 in Seattle cafes and bars. Top 27% 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 | 100% | no | | Publish the menu or price list as HTML | 95% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes | | Structured data with address, phone and hours | 28% | no | | Have an llms.txt | 17% | no | Nearest places in the index: Little Donkey (C, 15 m, https://directindex.org/r/littledonkeyseattle.com); The Good Society Brewery and Public House (C, 624 m, https://directindex.org/r/goodsocietybeer.com); Otter On The Rocks (B, 871 m, https://directindex.org/r/otterontherocks.com); Admiral Benbow (C, 885 m, https://directindex.org/r/benbowroom.bar); Itto's Vino (C, 972 m, https://directindex.org/r/ittosvino.com); Itto's Tapas Bar (C, 977 m, https://directindex.org/r/ittostapas.com); West Seattle Grounds (D, 1173 m, https://directindex.org/r/westseattlegrounds.com); The Beer Junction (C, 1229 m, https://directindex.org/r/thebeerjunction.com); Three 9 Lounge (C, 1272 m, https://directindex.org/r/three9lounge.com); The Camp West (A, 1310 m, https://directindex.org/r/thecampwest.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 Squarespace 65% (48% A or B, 7098 sites); This site 70.8%. See what an AI agent reads on this site: https://directindex.org/r/thestedmangroup.com/agent-view ## Businesses like Larry's Tavern in Seattle cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Seattle cafes and bars | 638 | 49% | 28% | 70.8% | | Built with Squarespace in Seattle cafes and bars | 160 | 70% | 53% | 70.8% | The best of Built with Squarespace in Seattle cafes and bars: Halcyon Brewing Company (A 93.8%, https://directindex.org/r/halcyonbrewingco.com); Pono Ranch (A 93.8%, https://directindex.org/r/ponoranch.com); Sabine (A 93.8%, https://directindex.org/r/sabinecafe.com); Mr. B’s Mead Center (A 91.3%, https://directindex.org/r/mrbsmeadery.com); Tilikum Place Cafe (A 91.3%, https://directindex.org/r/tilikumplacecafe.com). With the two fixes above (No booking or ordering path at all; Structured data is incomplete) the score would be about 95.4%: 5th of 638 in Seattle cafes and bars, up from 175th. ## The direct record What agents get for Larry's Tavern, as JSON: https://directindex.org/api/direct/thestedmangroup.com - Book: none on record - Order: none on record - Menu: https://www.thestedmangroup.com/menu-overview (html_page; from the scan) - Hours: none on record - Phone: +12064533009 - Stable links that count: https://directindex.org/go/thestedmangroup.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 Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 19 | 25 | | Actionable | 2 | 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/thestedmangroup.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 Deep report: https://directindex.org/r/thestedmangroup.com/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=thestedmangroup.com&force=1