# Low Bar: Agent-Direct Score D (46.2%) Site: https://www.lowbar.ca Report: https://directindex.org/r/lowbar.ca 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.) Low Bar is hard for agents to use. ## Direct links - Menu: https://lowbar.ca/menu-2/ - Phone: +1 416 672 0272 ## 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 - **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # Low Bar > bar or pub in Bloor Street West 1426 Toronto, Toronto cafes and bars. Phone +1 416 672 0272. ## Book or order directly - Menu: https://lowbar.ca/menu-2/ ## Opening hours 16:00-02:00 ## About - Website: https://www.lowbar.ca - 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. - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Where it stands 238 of 406 in Toronto cafes and bars. Top 59% 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 | 88% | no | | Publish the menu or price list as HTML | 85% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes | | Structured data with address, phone and hours | 27% | no | | Have an llms.txt | 32% | no | Nearest places in the index: Propeller Coffee Co. (B, 331 m, https://directindex.org/r/propellercoffee.com); Neon Commissary (F, 506 m, https://directindex.org/r/neoncommissary.ca); Phancy's Bodega (F, 530 m, https://directindex.org/r/phancybodega.com); Bandit Brewery (A, 554 m, https://directindex.org/r/banditbrewery.ca); Blue Bird Bar (C, 570 m, https://directindex.org/r/bluebirdbarto.com); Gaspar Cafe (C, 580 m, https://directindex.org/r/gasparcafe.ca); The Commoner (D, 601 m, https://directindex.org/r/thecommonerrestaurant.ca); The Sovereign Cafe (B, 650 m, https://directindex.org/r/thesovereigncafe.ca); Loons Restaurant & Pub (D, 677 m, https://directindex.org/r/loonspub.com); Whelan's Gate (F, 714 m, https://directindex.org/r/whelansgate.ca). ## 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 WordPress 58% (29% A or B, 36926 sites); This site 46.2%. See what an AI agent reads on this site: https://directindex.org/r/lowbar.ca/agent-view ## Businesses like Low Bar in Toronto cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Toronto cafes and bars | 406 | 46% | 23% | 46.2% | | Built with WordPress in Toronto cafes and bars | 87 | 58% | 28% | 46.2% | The best of Built with WordPress in Toronto cafes and bars: Kung Fu Tea (A 87.5%, https://directindex.org/r/kungfutea.com); Cộng Cà Phê (B 81.5%, https://directindex.org/r/congcaphe.ca); The Rosemount Café (B 80%, https://directindex.org/r/therosemountcafe.com); McVeigh's (B 78.8%, https://directindex.org/r/mcveighspub.com); Rustle & Still (B 78.8%, https://directindex.org/r/rustleandstill.com). With the three fixes above (No structured data for the business; No booking or ordering path at all; Almost no text without JavaScript) the score would be about 95.4%: 3rd of 406 in Toronto cafes and bars, up from 238th. ## The direct record What agents get for Low Bar, as JSON: https://directindex.org/api/direct/lowbar.ca - Book: none on record - Order: none on record - Menu: https://lowbar.ca/menu-2/ (html_page; from the scan) - Hours: 16:00-02:00 (closed now) (from OpenStreetMap) - Phone: +1 416 672 0272 - Stable links that count: https://directindex.org/go/lowbar.ca/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 | 7 | 25 | | Actionable | 0 | 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/lowbar.ca - 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/lowbar.ca/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=lowbar.ca&force=1