# Blenoir Crêpes and Cafe: Agent-Direct Score C (55.4%) Site: https://www.blenoircrepes.com/ Report: https://directindex.org/r/blenoircrepes.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.) Blenoir Crêpes and Cafe is partly visible to agents. ## Direct links - Menu: https://www.blenoircrepes.com/_files/ugd/05e3f5_a510ac2a3182468cba921e2ef05b3189.pdf - Phone: +1 646-454-0619 ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. 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. ``` # Blenoir Crêpes and Cafe > restaurant (crepe) in Lexington Avenue 958 10021, New York. Phone +1 646-454-0619. ## Book or order directly - Menu: https://www.blenoircrepes.com/_files/ugd/05e3f5_a510ac2a3182468cba921e2ef05b3189.pdf ## About - Website: https://www.blenoircrepes.com/ - 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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Where it stands 2338 of 4270 in New York. Top 55% 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 | 99% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 13% | no | Nearest places in the index: Tacos del Este Superior (B, 216 m, https://directindex.org/r/tacombi.com); Peng's Noodle Folk (D, 241 m, https://directindex.org/r/pengsnoodlefolk.com); EJ's Luncheonette (C, 342 m, https://directindex.org/r/ejsluncheonette.com); Ko Sushi (D, 366 m, https://directindex.org/r/newkosushi.com); Bottega (B, 366 m, https://directindex.org/r/bottegany.com); San Babila (A, 389 m, https://directindex.org/r/sanbabilanyc.com); Beach Cafe (A, 399 m, https://directindex.org/r/thebeachcafe.com); Donna Margherita (A, 414 m, https://directindex.org/r/donnamargheritany.com); Mezzaluna (D, 417 m, https://directindex.org/r/mezzalunanyc.com); Daniel (D, 434 m, https://directindex.org/r/danielnyc.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. Against its peers: Sites built with Wix 58% (35% A or B, 3255 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/blenoircrepes.com/agent-view ## Businesses like Blenoir Crêpes and Cafe in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in New York | 4270 | 52% | 40% | 55.4% | | Built with Wix in New York | 118 | 70% | 49% | 55.4% | The best of Built with Wix in New York: Som Bo (A 100%, https://directindex.org/r/sombofood.com); Airways Pizza (A 95.4%, https://directindex.org/r/airwayspizzanyc.com); Aunt Jake's (A 95.4%, https://directindex.org/r/auntjakesnyc.com); Cabana Restaurant & Bar (A 95.4%, https://directindex.org/r/cabanarestaurant.com); Guadalupe (A 95.4%, https://directindex.org/r/guadalupebargrill.com). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list is a PDF) the score would be about 95.4%: 74th of 4,270 in New York, up from 2338th. ## The direct record What agents get for Blenoir Crêpes and Cafe, as JSON: https://directindex.org/api/direct/blenoircrepes.com - Book: none on record - Order: none on record - Menu: https://www.blenoircrepes.com/_files/ugd/05e3f5_a510ac2a3182468cba921e2ef05b3189.pdf (pdf; from the scan) - Hours: none on record - Phone: +1 646-454-0619 - Stable links that count: https://directindex.org/go/blenoircrepes.com/menu ## 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 | 5 | 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/blenoircrepes.com - 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 Deep report: https://directindex.org/r/blenoircrepes.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 · Rescan now: https://directindex.org/scan?url=blenoircrepes.com&force=1