# Inside Out Tours: Agent-Direct Score C (67.7%) Site: https://insideouttours.com Report: https://directindex.org/r/insideouttours.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.) Inside Out Tours is partly visible to agents. An AI assistant can open Inside Out Tours'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, through FareHarbor. ## Direct links - Book directly: https://fareharbor.com/embeds/book/insideouttours/items/245557/?full-items=yes&flow=55686 (through fareharbor acting for the business) - Phone: 18002587359 - Address: 2329 Nostrand Ave Ste 100, 11210-3949, Brooklyn ## What to fix first - **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 - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. 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 - **The phone number on the site doesn't match the open map data.** The site shows 18002587359105, but OpenStreetMap or Overture Maps lists 18002587359. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Inside Out Tours > local business in 2329 Nostrand Ave Ste 100, 11210-3949, Brooklyn, New York tours, attractions and museums. Phone 18002587359. ## Book or order directly - Book: https://fareharbor.com/embeds/book/insideouttours/items/245557/?full-items=yes&flow=55686 (through fareharbor acting for the business) ## About - Website: https://insideouttours.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 through fareharbor on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 190 of 1277 in New York tours, attractions and museums. Top 15% 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 | 92% | yes | | Publish the menu or price list as HTML | 11% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 18% | no | | Have an llms.txt | 40% | no | Nearest places in the index: Prestige Travel (F, 477 m, https://directindex.org/r/prestige-travel.com); Minerva Travel (F, 795 m, https://directindex.org/r/minervatravel.net); The German Jamaican Museum (F, 1231 m, https://directindex.org/r/germanjamaicanmuseum.org); Cooler Travel (F, 1584 m, https://directindex.org/r/coolertravel.com); Argyle Design Inc (F, 1760 m, https://directindex.org/r/argyledesign.com); Honeymoons Galore (F, 1794 m, https://directindex.org/r/honeymoonsgalore.com); 25 Dollar car rental (F, 1895 m, https://directindex.org/r/25dollarcarrental.com); Travgroup (D, 2045 m, https://directindex.org/r/travgroup.com); Unlimited Flight & Tours (F, 2183 m, https://directindex.org/r/gotravel2c.com); Hendrick I. Lott House (F, 2291 m, https://directindex.org/r/lotthouse.org). ## 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% (42% A or B, 29454 sites); Sites using FareHarbor 67% (47% A or B, 823 sites); This site 67.7%. See what an AI agent reads on this site: https://directindex.org/r/insideouttours.com/agent-view ## Businesses like Inside Out Tours in New York tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York tours, attractions and museums | 1277 | 45% | 13% | 67.7% | | Sites built with Squarespace in New York tours, attractions and museums | 72 | 58% | 25% | 67.7% | | Sites using FareHarbor in New York tours, attractions and museums | 70 | 69% | 49% | 67.7% | | Sites built with Squarespace and using FareHarbor in New York tours, attractions and museums | 13 | 74% | 77% | 67.7% | The best of the sites built with Squarespace and using FareHarbor in New York tours, attractions and museums: Brooklyn Sail (A 93.8%, https://directindex.org/r/bksail.com); Historic Richmond Town (B 83.1%, https://directindex.org/r/historicrichmondtown.org); New York Harbor Tours (B 83.1%, https://directindex.org/r/newyorkharbortours.com); Sail Sunset (B 81.5%, https://directindex.org/r/sailsunset.com); Brooklyn Giro Bicycle Tours (B 78.5%, https://directindex.org/r/brooklyngiro.com). With the two fixes above (No tickets and prices found; Structured data is incomplete), the score would be about 87.7%. That would be 6th of 1,277 in New York tours, attractions and museums, up from 190th. ## The direct record What agents get for Inside Out Tours, as JSON: https://directindex.org/api/direct/insideouttours.com - Book: https://fareharbor.com/embeds/book/insideouttours/items/245557/?full-items=yes&flow=55686 (vendor on own site: FareHarbor; found by the scan of 2026-10-23, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 18002587359 - Stable links that count: https://directindex.org/go/insideouttours.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 - Vendor terms for agents, FareHarbor: Not stated. FareHarbor's customer terms (1 September 2025), section 5.1, bar any robot, spider, scraper or other automated means to access the service for a commercial purpose without written permission; whether an assistant booking for a traveller counts as commercial is not stated; the external API is for affiliates and software partners. Read 2026-10-15: https://marketing.fareharbor.com/legal/tos-customers/ ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 9 | 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/insideouttours.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/insideouttours.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/insideouttours.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=insideouttours.com&force=1