# Friendly Local Guides, LLC: Agent-Direct Score D (43.1%) Site: https://friendlylocalguides.com/ Report: https://directindex.org/r/friendlylocalguides.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.) Friendly Local Guides, LLC is hard for agents to use. An AI assistant can open Friendly Local Guides, LLC's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Viator, a marketplace. ## Direct links - Phone: 3474355207 - Address: 11127 La Maida St Ste 39, 91601, Los Angeles - Prices: 13 prices on the site, the middle one $187 ## Nearby, also direct Places near Friendly Local Guides, LLC that take a booking or an order on their own website, with no marketplace in between. - Royal Travel & Tours (3.6 km): https://directindex.org/r/royaltravelus.com ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Tickets only through viator.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 ## What the site tells visitors (Measured, not scored) - **The footer says © 2020.** Visitors and assistants may read that year as the last time anyone looked after the site. - **13 prices on the landing page, the middle one $187.** ## 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. ``` # Friendly Local Guides, LLC > local business in 11127 La Maida St Ste 39, 91601, Los Angeles, Los Angeles tours, attractions and museums. Phone 3474355207. ## About - Website: https://friendlylocalguides.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. - **Viator works with agents through its partners.** Viator's terms of use (30 November 2025), section 4.2, bar any robot, spider or AI system except as Viator permits in writing; approved Merchant API partners and its Gemini connected app are the sanctioned routes. Terms read on 2026-10-15: https://www.viator.com/support/termsAndConditions. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 233 of 460 in Los Angeles tours, attractions and museums. Top 51% 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 | 91% | no | | Publish the menu or price list as HTML | 9% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 13% | no | | Have an llms.txt | 38% | no | Nearest places in the index: 1000 Treks (D, 208 m, https://directindex.org/r/1000treks.com); Adventureland Travel (F, 1095 m, https://directindex.org/r/adventurelandtours.com); Excel Worldwide Travel & Tours (F, 1167 m, https://directindex.org/r/excelworldwidetravel.com); Infinite Safari Adventures (C, 2013 m, https://directindex.org/r/infinitesafariadventures.com); Weedology Tours (F, 2415 m, https://directindex.org/r/weedologytours.com); Magikid Robotics Lab (F, 2585 m, https://directindex.org/r/magikidlab.com); Royal Travel & Tours (C, 3641 m, https://directindex.org/r/royaltravelus.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 using Viator 44% (0% A or B, 22 sites); This site 43.1%. See what an AI agent reads on this site: https://directindex.org/r/friendlylocalguides.com/agent-view ## Businesses like Friendly Local Guides, LLC in Los Angeles tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles tours, attractions and museums | 460 | 44% | 13% | 43.1% | | Sites using Viator in Los Angeles tours, attractions and museums | 2 | 43% | 0% | 43.1% | The best of the businesses of the same kind in Los Angeles tours, attractions and museums: River Runners (A 90.8%, https://directindex.org/r/riverrunnersusa.com); Cote Ouest Americaine (A 87.7%, https://directindex.org/r/roadtrippin.fr); Sameday Passport & Visa Expedite Services (A 86.2%, https://directindex.org/r/samedaypassport-visa.com); Azteca De Pacoima (B 84.6%, https://directindex.org/r/aztecamex.com); City Sightseeing Los Angeles (B 84.6%, https://directindex.org/r/citysightseeinglosangeles.com). With the three fixes above (No structured data for the business; Tickets only through viator; No tickets and prices found), the score would be about 95.4%, which would be first of 460 in Los Angeles tours, attractions and museums. ## The direct record What agents get for Friendly Local Guides, LLC, as JSON: https://directindex.org/api/direct/friendlylocalguides.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 3474355207 ## 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, Viator: Through partners. Viator's terms of use (30 November 2025), section 4.2, bar any robot, spider or AI system except as Viator permits in writing; approved Merchant API partners and its Gemini connected app are the sanctioned routes. Read 2026-10-15: https://www.viator.com/support/termsAndConditions ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 0 | 25 | | Actionable | 3 | 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/friendlylocalguides.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: no Keep watching this business (https://directindex.org/r/friendlylocalguides.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/friendlylocalguides.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 · Rescan now: https://directindex.org/scan?url=friendlylocalguides.com&force=1