# Library Bar: Agent-Direct Score A (87.7%) Site: https://www.librarybartoronto.com/ Report: https://directindex.org/r/librarybartoronto.com Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Library Bar is ready for agents. An AI assistant can open Library Bar's website. It can read what Library Bar offers. It finds a way to book or order directly, through app.tablz.com. ## Direct links - Order directly: http://getbento.com/?utm_source=footer&utm_campaign=librarybartoronto.com (through bentobox acting for the business) - Menu: https://www.librarybartoronto.com/menus/ - Phone: +12494025312 ## What to fix first - Prices: 236 prices on the site, the middle one CA$24.00 ## What the site tells visitors (Measured, not scored) - **236 prices on the landing page, the middle one CA$24.00.** In Toronto, the middle price of comparable sites that show prices is CA$17.50. - **Booking through an unrecognised third party.** (+5 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 ## 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. ``` # Library Bar > food establishment in 100 Front St W, M5J 1E3, Toronto, Toronto cafes and bars. Phone +12494025312. ## Book or order directly - Order: http://getbento.com/?utm_source=footer&utm_campaign=librarybartoronto.com (through bentobox acting for the business) - Menu: https://www.librarybartoronto.com/menus/ ## About - Website: https://www.librarybartoronto.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (FoodEstablishment).** address, phone - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through bentobox on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 54 of 1201 in Toronto cafes and bars. Top 4% 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 | 96% | yes | | Publish the menu or price list as HTML | 90% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 23% | no | | Have an llms.txt | 24% | no | Nearest places in the index: Clockwork (A, 16 m, https://directindex.org/r/clockworktoronto.com); Biscotteria Forno Cultura (F, 108 m, https://directindex.org/r/fornocultura.com); The Union Hotel (C, 138 m, https://directindex.org/r/unionhoteltoronto.com); McCafé (D, 191 m, https://directindex.org/r/mcdonalds.com); Armadillo Texas Grill (F, 201 m, https://directindex.org/r/armadillotexasgrill.ca); Beertown (A, 218 m, https://directindex.org/r/beertown.ca); Walrus Pub & Beer Hall (C, 234 m, https://directindex.org/r/freehouse.co); Neo Coffee Bar (F, 278 m, https://directindex.org/r/neocoffeebar.com); Lite Bite (C, 279 m, https://directindex.org/r/delightbitefoodtruck.com); Michel’s Bakery Café (B, 285 m, https://directindex.org/r/michelsbakerycafe.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. Compared with its peers: Sites built with BentoBox 84% (95% A or B, 1235 sites); Sites using BentoBox 83% (93% A or B, 471 sites); This site 87.7%. See what an AI agent reads on this site: https://directindex.org/r/librarybartoronto.com/agent-view ## Businesses like Library Bar in Toronto cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Toronto cafes and bars | 1201 | 48% | 23% | 87.7% | | Sites built with BentoBox in Toronto cafes and bars | 5 | 73% | 80% | 87.7% | | Sites using BentoBox in Toronto cafes and bars | 5 | 73% | 80% | 87.7% | | Sites built with BentoBox and using BentoBox in Toronto cafes and bars | 5 | 73% | 80% | 87.7% | The best of the sites built with BentoBox and using BentoBox in Toronto cafes and bars: Evangeline (A 89.2%, https://directindex.org/r/evangelinetoronto.com); Clockwork (A 86.3%, https://directindex.org/r/clockworktoronto.com); Primose Bagel Co. (A 86.3%, https://directindex.org/r/primrosebagel.com); Arthur's Restaurant (F 15.4%, https://directindex.org/r/arthursrestaurant.ca). With the two fixes above (Booking through an unrecognised third party; Structured data is incomplete), the score would be about 100%, which would be first of 1,201 in Toronto cafes and bars. ## The direct record What agents get for Library Bar, as JSON: https://directindex.org/api/direct/librarybartoronto.com - Book: none on record - Order: http://getbento.com/?utm_source=footer&utm_campaign=librarybartoronto.com (vendor on own site: BentoBox; found by the scan of 2026-10-19, not yet tested) - Menu: https://www.librarybartoronto.com/menus/ (html_page; from the scan) - Hours: none on record - Phone: +12494025312 - Stable links that count: https://directindex.org/go/librarybartoronto.com/order, https://directindex.org/go/librarybartoronto.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): 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 - Vendor terms for agents, BentoBox: Not stated. BentoBox's terms (last updated 5 January 2023) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines and public archives; they do not address an agent making a reservation for a person, and no agent programme was found. Read 2026-10-15: https://getbento.com/terms Found one hop past the home page: menu page /menus/: menu schema. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 22 | 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/librarybartoronto.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: 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 Keep watching this business (https://directindex.org/r/librarybartoronto.com/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/librarybartoronto.com/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=librarybartoronto.com&force=1