# Roam Local: Agent-Direct Score B (73.8%) Site: http://www.roamlocal.com Report: https://directindex.org/r/roamlocal.com Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Roam Local is mostly ready for agents. An AI assistant can open Roam Local'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 on the site. ## Direct links - Book directly: https://www.roamlocal.com/appointments (on the business's own site) - Phone: (415) 425-6318 - Address: 1751 Market St Apt 48, 94103, San Francisco ## Nearby, also direct Places near Roam Local that take a booking or an order on their own website, with no marketplace in between. - Great Pacific Tour Co. (440 m): https://directindex.org/r/greatpacifictour.com - Free Tours by Foot (680 m): https://directindex.org/r/freetoursbyfoot.com - San Francisco City Guides - Free Walking Tours (980 m): https://directindex.org/r/sfcityguides.org ## What to fix first - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, 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 ## 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. ``` # Roam Local > local business in 1751 Market St Apt 48, 94103, San Francisco, San Francisco tours, attractions and museums. Phone (415) 425-6318. ## Book or order directly - Book: https://www.roamlocal.com/appointments (on the business's own site) ## About - Website: http://www.roamlocal.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).** no address, phone or hours in it - **Tickets on your own site.** Agents can buy tickets without going through a marketplace. ## Where it stands 36 of 326 in San Francisco tours, attractions and museums. Top 11% 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 | 94% | yes | | Publish the menu or price list as HTML | 9% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 9% | no | | Have an llms.txt | 41% | no | Nearest places in the index: Great Pacific Tour Co. (C, 436 m, https://directindex.org/r/greatpacifictour.com); Maker Studio Kidz (F, 664 m, https://directindex.org/r/makerstudiokidz.com); Free Tours by Foot (B, 677 m, https://directindex.org/r/freetoursbyfoot.com); Viviendasleon (F, 742 m, https://directindex.org/r/viviendasleon.org); Himalayan High Treks (F, 769 m, https://directindex.org/r/hightreks.com); Global Exchange Reality Tours (F, 851 m, https://directindex.org/r/realitytours.org); My Way Tours (F, 912 m, https://directindex.org/r/sfdream.us); Old Mission Dolores Museum (C, 939 m, https://directindex.org/r/missiondolores.org); San Francisco City Guides - Free Walking Tours (B, 977 m, https://directindex.org/r/sfcityguides.org); Formr (D, 980 m, https://directindex.org/r/theformr.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); This site 73.8%. See what an AI agent reads on this site: https://directindex.org/r/roamlocal.com/agent-view ## Businesses like Roam Local in San Francisco tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in San Francisco tours, attractions and museums | 326 | 45% | 12% | 73.8% | | Sites built with Squarespace in San Francisco tours, attractions and museums | 28 | 58% | 29% | 73.8% | The best of the sites built with Squarespace in San Francisco tours, attractions and museums: San Francisco Native Tours (B 83.1%, https://directindex.org/r/sfnativetours.com); TWS Tennis Tours (B 83.1%, https://directindex.org/r/twstennistours.com); China Cyts Tours Usa Inc (B 78.5%, https://directindex.org/r/cytstours.com); Golden Gate Fortune Cookie Factory (B 76.3%, https://directindex.org/r/goldengatefortunecookies.com); Tenderloin Museum (B 75%, https://directindex.org/r/tenderloinmuseum.org). With the two fixes above (Structured data is incomplete; No tickets and prices found), the score would be about 95.4%, which would be first of 326 in San Francisco tours, attractions and museums. ## The direct record What agents get for Roam Local, as JSON: https://directindex.org/api/direct/roamlocal.com - Book: https://www.roamlocal.com/appointments (own site; found by the scan of 2026-10-24, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: (415) 425-6318 - Stable links that count: https://directindex.org/go/roamlocal.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 Found one hop past the home page: booking page /appointments: booking via acuity. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 15 | 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/roamlocal.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/roamlocal.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/roamlocal.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=roamlocal.com&force=1