# BO's Bagels: Agent-Direct Score D (47.7%) Site: https://www.bosbagels.com Report: https://directindex.org/r/bosbagels.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.) BO's Bagels is hard for agents to use. ## Direct links - Phone: +1 917-902-8345 ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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 lives on another site.** (+5 points) The link points to curated.menu, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai - **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # BO's Bagels > cafe or coffee shop (bagel) in West 116th Street 235 10026, New York cafes and bars. Phone +1 917-902-8345. ## Book or order directly - Menu: https://bos-bagels.curated.menu/restaurant-locator/6a20aa6d57fa873e86bac0e0 ## Opening hours 08:00-15:00 ## About - Website: https://www.bosbagels.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.** There is no robots.txt, which allows everything. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Where it stands 905 of 1612 in New York cafes and bars. Top 56% 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 | 98% | no | | Publish the menu or price list as HTML | 96% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 11% | no | Nearest places in the index: Harlem Tavern (B, 137 m, https://directindex.org/r/harlemtavern.com); Claire's Kitchen Cafe (B, 506 m, https://directindex.org/r/claireskitchencafe.com); Cafe Amrita (D, 524 m, https://directindex.org/r/amritacafe.com); Sugar Monk (B, 565 m, https://directindex.org/r/sugarmonklounge.com); Arts & Crafts Beer Parlor (B, 637 m, https://directindex.org/r/artsandcraftsbarnyc.com); Omega Bakery & Cafe (C, 682 m, https://directindex.org/r/dibblefuneralhome.com); 1020 Bar (F, 833 m, https://directindex.org/r/1020bar.com); The Hamilton (B, 868 m, https://directindex.org/r/thehamiltonuws.com); Lion's Head Tavern (B, 875 m, https://directindex.org/r/lionsheadnyc.com); Suite (F, 884 m, https://directindex.org/r/suitenyc.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 Webflow 59% (26% A or B, 1920 sites); This site 47.7%. See what an AI agent reads on this site: https://directindex.org/r/bosbagels.com/agent-view ## Businesses like BO's Bagels in New York cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in New York cafes and bars | 1612 | 46% | 30% | 47.7% | | Built with Webflow in New York cafes and bars | 21 | 67% | 43% | 47.7% | The best of Built with Webflow in New York cafes and bars: Hurley's (A 95.4%, https://directindex.org/r/hurleysnyc.com); Compagnie des Vins Surnaturels (A 90.8%, https://directindex.org/r/experimentalgroup.com); Tavern29 (A 87.7%, https://directindex.org/r/tavern29.com); Da Adriano (A 86.3%, https://directindex.org/r/daadriano.com); Bánh Voyage (B 83.8%, https://directindex.org/r/banhvoyagemontclair.com). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list lives on another site) the score would be about 92.3%: 19th of 1,612 in New York cafes and bars, up from 905th. ## The direct record What agents get for BO's Bagels, as JSON: https://directindex.org/api/direct/bosbagels.com - Book: none on record - Order: none on record - Menu: https://bos-bagels.curated.menu/restaurant-locator/6a20aa6d57fa873e86bac0e0 (external; from the scan) - Hours: 08:00-15:00 (closed now) (from OpenStreetMap) - Phone: +1 917-902-8345 - Stable links that count: https://directindex.org/go/bosbagels.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 | 23 | 25 | | Readable | 2 | 25 | | Actionable | 6 | 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/bosbagels.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: no Deep report: https://directindex.org/r/bosbagels.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=bosbagels.com&force=1