# The Mapparium: Agent-Direct Score D (50.8%) Site: https://www.marybakereddylibrary.org/project/mapparium/ Report: https://directindex.org/r/christianscience.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) The Mapparium is hard for agents to use. ## What to fix first - **No way to buy tickets online.** (+15 points) Agents have nothing to act on. Add a ticket or booking page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # The Mapparium > tourist attraction in Massachusetts Avenue 200 02215 Boston, Boston tours, attractions and museums. ## About - Website: https://www.marybakereddylibrary.org/project/mapparium/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (Organization).** but without address, phone or hours ## Since the scan of 2026-10-14 (D then) - Fixed: nothing - New: nothing ## Where it stands 27 of 56 in Boston tours, attractions and museums. Top 48% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 100% | no | | Publish the menu or price list as HTML | 20% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes | | Structured data with address, phone and hours | 20% | no | | Have an llms.txt | 50% | no | Nearest places in the index: Boston Marathon Finish Line (F, 801 m, https://directindex.org/r/baa.org); Museum of Fine Arts (C, 918 m, https://directindex.org/r/mfa.org); New England Historic Genealogical Society (D, 1152 m, https://directindex.org/r/americanancestors.org); Isabella Stewart Gardner Museum (C, 1311 m, https://directindex.org/r/gardnermuseum.org); MassArt Art Museum (D, 1369 m, https://directindex.org/r/massart.edu); Gibson House (C, 1451 m, https://directindex.org/r/thegibsonhouse.org); Swan Boats (B, 1676 m, https://directindex.org/r/swanboats.com); William Hickling Prescott House (C, 1952 m, https://directindex.org/r/nscdama.org); Oneida Tablet (F, 1985 m, https://directindex.org/r/soccerhistoryusa.com); Frog Pond Carousel (F, 1993 m, https://directindex.org/r/bostonfrogpond.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Score over 2 scans since 2026-10-14: 2026-10-14 51%, 2026-10-14 51%. Against its peers: Sites built with Webflow 59% (26% A or B, 1920 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/christianscience.com/agent-view ## Businesses like The Mapparium in Boston tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Boston tours, attractions and museums | 56 | 43% | 13% | 50.8% | | Built with Webflow in Boston tours, attractions and museums | 2 | 52% | 0% | 50.8% | The best of Same kind in Boston tours, attractions and museums: Boston Tea Party - Ships and Museum (A 86.3%, https://directindex.org/r/bostonteapartyship.com); Charles Riverboat Company (A 86.2%, https://directindex.org/r/charlesriverboat.com); Blue Nile Livery (B 77.5%, https://directindex.org/r/bluenilelivery.com); Somerville Historical Museum (B 75%, https://directindex.org/r/somervillemuseum.org); Boston Children's Museum (B 73.8%, https://directindex.org/r/bostonchildrensmuseum.org). With the three fixes above (No way to buy tickets online; Structured data is incomplete; No tickets and prices found) the score would be about 95.4%: first of 56 in Boston tours, attractions and museums. ## The direct record What agents get for The Mapparium, as JSON: https://directindex.org/api/direct/christianscience.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/christianscience.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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 Deep report: https://directindex.org/r/christianscience.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology ยท Rescan now: https://directindex.org/scan?url=christianscience.com&force=1