# Moonshot Museum: Agent-Direct Score D (42.6%) Site: https://moonshotmuseum.org/ Report: https://directindex.org/r/moonshotmuseum.org 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.) Moonshot Museum is hard for agents to use. Some AI assistants are turned away by Moonshot 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, through moonshotmuseum.ticketspice.com. ## Direct links - Phone: +1-412-314-4111 - Address: North Lincoln Avenue 1016 15233 Pittsburgh - Hours, from OpenStreetMap: Mon–Tue closed; Wed–Sun 10:00–16:00 - Prices: 3 prices on the site, the middle one $12.00 ## Nearby, also direct Places near Moonshot Museum that take a booking or an order on their own website, with no marketplace in between. - Kamin Science Center (550 m): https://directindex.org/r/kaminsciencecenter.org - Museum of Illusions Pittsburgh (1 km): https://directindex.org/r/moipittsburgh.com - Wood Street Galleries (2 km): https://directindex.org/r/trustarts.org - Senator John Heinz History Center (2.4 km): https://directindex.org/r/heinzhistorycenter.org ## 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 through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. 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 - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as ClaudeBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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) - **3 prices on the landing page, the middle one $12.00.** ## 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. ``` # Moonshot Museum > museum in North Lincoln Avenue 1016 15233 Pittsburgh, Pittsburgh tours, attractions and museums. Phone +1-412-314-4111. ## Opening hours We-Su 10:00-16:00 ## About - Website: https://moonshotmuseum.org/ - 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. ## Where it stands 12 of 14 in Pittsburgh tours, attractions and museums. Top 86% 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 | 70% | no | | Publish the menu or price list as HTML | 10% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 10% | no | | Have an llms.txt | 10% | no | Nearest places in the index: Kamin Science Center (B, 549 m, https://directindex.org/r/kaminsciencecenter.org); Mattress Factory (D, 1000 m, https://directindex.org/r/mattress.org); Museum of Illusions Pittsburgh (B, 1040 m, https://directindex.org/r/moipittsburgh.com); The Andy Warhol Museum (C, 1513 m, https://directindex.org/r/warhol.org); Wood Street Galleries (C, 1960 m, https://directindex.org/r/trustarts.org); Senator John Heinz History Center (B, 2405 m, https://directindex.org/r/heinzhistorycenter.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 WordPress 55% (24% A or B, 224455 sites); This site 42.6%. See what an AI agent reads on this site: https://directindex.org/r/moonshotmuseum.org/agent-view ## Businesses like Moonshot Museum in Pittsburgh tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Pittsburgh tours, attractions and museums | 14 | 58% | 29% | 42.6% | | Sites built with WordPress in Pittsburgh tours, attractions and museums | 10 | 62% | 40% | 42.6% | The best of the sites built with WordPress in Pittsburgh tours, attractions and museums: Museum of Illusions Pittsburgh (B 84.6%, https://directindex.org/r/moipittsburgh.com); Senator John Heinz History Center (B 80%, https://directindex.org/r/heinzhistorycenter.org); Kamin Science Center (B 75.4%, https://directindex.org/r/kaminsciencecenter.org); Pittsburgh Glass Center (B 73.8%, https://directindex.org/r/pittsburghglasscenter.org); Carnegie Museum of Natural History (C 61.5%, https://directindex.org/r/carnegiemnh.org). With the three fixes above (No structured data for the business; Tickets through an unrecognised third party; No tickets and prices found), the score would be about 90.3%, which would be first of 14 in Pittsburgh tours, attractions and museums. ## The direct record What agents get for Moonshot Museum, as JSON: https://directindex.org/api/direct/moonshotmuseum.org - Book: none on record - Order: none on record - Menu: none on record - Hours: We-Su 10:00-16:00 (open now) (from OpenStreetMap) - Phone: +1-412-314-4111 ## 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 | 21.7 | 25 | | Readable | 0 | 25 | | Actionable | 6 | 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/moonshotmuseum.org - 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/moonshotmuseum.org/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/moonshotmuseum.org/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=moonshotmuseum.org&force=1