# Mount Wilson Observatory & Museum: Agent-Direct Score B (73.8%) Site: https://www.mtwilson.edu Report: https://directindex.org/r/mtwilson.edu Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Mount Wilson Observatory & Museum is mostly ready for agents. An AI assistant can open Mount Wilson Observatory & Museum'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.mtwilson.edu/observe/ (on the business's own site) - Phone: +14044135484 - Address: 1 Park Pl South SE, 30303-2911, Atlanta ## Nearby, also direct Places near Mount Wilson Observatory & Museum that take a booking or an order on their own website, with no marketplace in between. - African American Museum (540 m): https://directindex.org/r/apexmuseum.org - Atl-cruzers Electric Car And Segway Tours (550 m): https://directindex.org/r/atlcruzers.com - Tours Of Atlanta (690 m): https://directindex.org/r/toursofatlanta.com - Alamo Rent A Car (850 m): https://directindex.org/r/alamo.com - College Football Hall of Fame (860 m): https://directindex.org/r/cfbhall.com ## 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. ``` # Mount Wilson Observatory & Museum > organization in 1 Park Pl South SE, 30303-2911, Atlanta, Atlanta tours, attractions and museums. Phone +14044135484. ## Book or order directly - Book: https://www.mtwilson.edu/observe/ (on the business's own site) ## About - Website: https://www.mtwilson.edu - 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 (Organization).** no address, phone or hours in it - **Tickets on your own site.** Agents can buy tickets without going through a marketplace. ## Where it stands 15 of 125 in Atlanta tours, attractions and museums. Top 12% 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 | 100% | yes | | Publish the menu or price list as HTML | 0% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes | | Structured data with address, phone and hours | 54% | no | | Have an llms.txt | 69% | no | Nearest places in the index: Five Points Plaza (D, 183 m, https://directindex.org/r/seligenterprises.com); African American Museum (F, 540 m, https://directindex.org/r/apexmuseum.org); Atl-cruzers Electric Car And Segway Tours (B, 554 m, https://directindex.org/r/atlcruzers.com); Art Trail Community Musuem (F, 646 m, https://directindex.org/r/arttrail.co); Jet Set World Travel (D, 683 m, https://directindex.org/r/jetsetworldtravel.com); Paradise Haven Travels (D, 694 m, https://directindex.org/r/paradisehaventravels.com); Tours Of Atlanta (D, 694 m, https://directindex.org/r/toursofatlanta.com); LeTense Travel & Excursions (F, 795 m, https://directindex.org/r/plannetmarketing.com); Alamo Rent A Car (F, 854 m, https://directindex.org/r/alamo.com); College Football Hall of Fame (B, 862 m, https://directindex.org/r/cfbhall.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 WordPress 55% (24% A or B, 224455 sites); This site 73.8%. See what an AI agent reads on this site: https://directindex.org/r/mtwilson.edu/agent-view ## Businesses like Mount Wilson Observatory & Museum in Atlanta tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Atlanta tours, attractions and museums | 125 | 43% | 14% | 73.8% | | Sites built with WordPress in Atlanta tours, attractions and museums | 44 | 53% | 18% | 73.8% | The best of the sites built with WordPress in Atlanta tours, attractions and museums: Atl-cruzers Electric Car And Segway Tours (B 84.6%, https://directindex.org/r/atlcruzers.com); Choice Signature Luxury Car Rental - Atlanta GA (B 84.6%, https://directindex.org/r/choicesignature.com); The Peachtree Trolley Co. (B 84.6%, https://directindex.org/r/thepeachtreetrolley.com); William Breman Jewish Heritage Museum (B 77.5%, https://directindex.org/r/thebreman.org); Southern Culinary Tours (B 76.9%, https://directindex.org/r/southernculinarytours.com). 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 125 in Atlanta tours, attractions and museums. ## The direct record What agents get for Mount Wilson Observatory & Museum, as JSON: https://directindex.org/api/direct/mtwilson.edu - Book: https://www.mtwilson.edu/observe/ (own site; found by the scan of 2026-10-22, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +14044135484 - Stable links that count: https://directindex.org/go/mtwilson.edu/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 ## 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/mtwilson.edu - 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/mtwilson.edu/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/mtwilson.edu/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=mtwilson.edu&force=1