# Josef Pilsudski Institute of America: Agent-Direct Score C (56.5%) Site: http://www.pilsudski.org/ Report: https://directindex.org/r/pilsudski.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.) Josef Pilsudski Institute of America is partly visible to agents. Some AI assistants are turned away by Josef Pilsudski Institute of America'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 - Order directly: https://www.pilsudski.org/pl/sklep/zamowienia (on the business's own site) - Phone: +12125059077 - Address: 138 Greenpoint Ave, 11222, New York - Languages: English, Polish ## Nearby, also direct Places near Josef Pilsudski Institute of America that take a booking or an order on their own website, with no marketplace in between. - The Checker Cab (390 m): https://directindex.org/r/thecheckercab.com - 29 Rooms (810 m): https://directindex.org/r/refinery29.com - Museum of Food and Drink (1.3 km): https://directindex.org/r/mofad.org - Madame Morbid's Trolley Tours (1.3 km): https://directindex.org/r/madamemorbid.com - Kensington Traveler Services (1.5 km): https://directindex.org/r/kensingtontraveler.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 - **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_403) 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) - **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In New York, 72% of comparable sites that show a year say 2025 or later. ## 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. ``` # Josef Pilsudski Institute of America > local business in 138 Greenpoint Ave, 11222, New York, New York tours, attractions and museums. Phone +12125059077. ## Book or order directly - Order: https://www.pilsudski.org/pl/sklep/zamowienia (on the business's own site) ## About - Website: http://www.pilsudski.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. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 418 of 1286 in New York tours, attractions and museums. Top 33% 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 | 92% | yes | | Publish the menu or price list as HTML | 11% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | no | | Structured data with address, phone and hours | 17% | no | | Have an llms.txt | 40% | no | Nearest places in the index: Anna-Pol Travel (F, 230 m, https://directindex.org/r/annapoltravel.com); Turysta Travel Services (C, 366 m, https://directindex.org/r/tripja.com); The Checker Cab (B, 385 m, https://directindex.org/r/thecheckercab.com); 29 Rooms (C, 807 m, https://directindex.org/r/refinery29.com); Olivier's Trails DMC | NYC & North America Tours (D, 1241 m, https://directindex.org/r/olivierstrails.com); Museum of Food and Drink (C, 1317 m, https://directindex.org/r/mofad.org); Madame Morbid's Trolley Tours (D, 1342 m, https://directindex.org/r/madamemorbid.com); Kensington Traveler Services (B, 1484 m, https://directindex.org/r/kensingtontraveler.com); NY Harbor Social (F, 1693 m, https://directindex.org/r/nyboatride.com); 皇家加勒比邮轮 (C, 1718 m, https://directindex.org/r/royalcaribbean.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. See what an AI agent reads on this site: https://directindex.org/r/pilsudski.org/agent-view ## Businesses like Josef Pilsudski Institute of America in New York tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York tours, attractions and museums | 1286 | 45% | 13% | 56.5% | The best of the businesses of the same kind in New York tours, attractions and museums: Yachts For All Seasons (A 95.4%, https://directindex.org/r/y4as.com); Brooklyn Sail (A 93.8%, https://directindex.org/r/bksail.com); NYC Pedicab Tours (A 90.8%, https://directindex.org/r/nycpedicabs.com); Lightship Frying Pan (A 90%, https://directindex.org/r/fryingpan.com); BravoVillas (A 89.2%, https://directindex.org/r/bravovillas.com). With the three fixes above (No structured data for the business; No tickets and prices found; The server turns AI crawlers away at the door), the score would be about 95.4%, which would be first of 1,286 in New York tours, attractions and museums. ## The direct record What agents get for Josef Pilsudski Institute of America, as JSON: https://directindex.org/api/direct/pilsudski.org - Book: none on record - Order: https://www.pilsudski.org/pl/sklep/zamowienia (own site; found by the scan of 2026-10-23, not yet tested) - Menu: none on record - Hours: none on record - Phone: +12125059077 - Stable links that count: https://directindex.org/go/pilsudski.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, Toast, or a vendor whose terms allow agents): no ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 0 | 25 | | Actionable | 15 | 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/pilsudski.org - 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: 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/pilsudski.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/pilsudski.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=pilsudski.org&force=1