# Neill-Cochran House Museum: Agent-Direct Score D (53.8%) Site: http://www.nchmuseum.org/ Report: https://directindex.org/r/nchmuseum.org 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.) Neill-Cochran House Museum is hard for agents to use. An AI assistant can open Neill-Cochran House 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 Square. ## Direct links - Order directly: https://nchmuseum.square.site/s/shop (through square acting for the business) - Address: San Gabriel Street 2310 78705 Austin ## Nearby, also direct Places near Neill-Cochran House Museum that take a booking or an order on their own website, with no marketplace in between. - Nebo Rides Transportation (810 m): https://directindex.org/r/neborides.com - Just Passports (1 km): https://directindex.org/r/justpassports.com - Texas State History Museum (1.2 km): https://directindex.org/r/thestoryoftexas.com - Blanton Museum of Art (1.3 km): https://directindex.org/r/blantonmuseum.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 - **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 © 2022.** Visitors and assistants may read that year as the last time anyone looked after the site. ## 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. ``` # Neill-Cochran House Museum > museum in San Gabriel Street 2310 78705 Austin, Austin tours, attractions and museums. ## Book or order directly - Order: https://nchmuseum.square.site/s/shop (through square acting for the business) ## About - Website: http://www.nchmuseum.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 65 of 148 in Austin tours, attractions and museums. Top 44% 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 | 7% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 47% | no | | Have an llms.txt | 53% | no | Nearest places in the index: Smaller Earth Inc (F, 314 m, https://directindex.org/r/smallerearth.com); Nebo Rides Transportation (B, 807 m, https://directindex.org/r/neborides.com); Just Passports (C, 1031 m, https://directindex.org/r/justpassports.com); Summit Sky Advisory (C, 1166 m, https://directindex.org/r/summitsky.com); Texas State History Museum (D, 1185 m, https://directindex.org/r/thestoryoftexas.com); Blanton Museum of Art (C, 1268 m, https://directindex.org/r/blantonmuseum.org); Visual Arts Center (D, 1455 m, https://directindex.org/r/utvac.org); The Black Throne (D, 1480 m, https://directindex.org/r/theblvckthrone.com); Texas Memorial Museum (C, 1529 m, https://directindex.org/r/utexas.edu); Stark Center for Physical Culture and Sports (F, 1572 m, https://directindex.org/r/starkcenter.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. The assistants were asked 12 everyday questions about Austin tours, attractions and museums and named 54 places. Neill-Cochran House Museum wasn't one of them. See who was named: https://directindex.org/city/austin-tours/recommended Compared with its peers: Sites built with Squarespace 61% (41% A or B, 33756 sites); Sites using Square 65% (42% A or B, 5422 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/nchmuseum.org/agent-view ## Businesses like Neill-Cochran House Museum in Austin tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Austin tours, attractions and museums | 148 | 47% | 20% | 53.8% | | Sites built with Squarespace in Austin tours, attractions and museums | 10 | 57% | 40% | 53.8% | | Sites using Square in Austin tours, attractions and museums | 4 | 61% | 25% | 53.8% | | Sites built with Squarespace and using Square in Austin tours, attractions and museums | 2 | 64% | 50% | 53.8% | The best of the sites using Square in Austin tours, attractions and museums: Austin Museum Of Popular Culture (B 73.8%, https://directindex.org/r/southpop.org); Texas Toy Museum and Arcade (C 63.1%, https://directindex.org/r/austintoymuseum.org); TexPop ATX (D 52.5%, https://directindex.org/r/texpopatx.org). With the two fixes above (No structured data for the business; No tickets and prices found), the score would be about 87.7%, which would be first of 148 in Austin tours, attractions and museums. ## The direct record What agents get for Neill-Cochran House Museum, as JSON: https://directindex.org/api/direct/nchmuseum.org - Book: none on record - Order: https://nchmuseum.square.site/s/shop (vendor on own site: Square; found by the scan of 2026-10-23, not yet tested) - Menu: none on record - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/nchmuseum.org/order ## 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): yes - Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 0 | 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/nchmuseum.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/nchmuseum.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/nchmuseum.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=nchmuseum.org&force=1