# Stages Restaurant and Lounge: Agent-Direct Score B (73.8%) Site: https://www.pantageshotel.com/stages-restaurant-lounge Report: https://directindex.org/r/pantageshotel.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.) Stages Restaurant and Lounge is mostly ready for agents. An AI assistant can open Stages Restaurant and Lounge's website. What Stages Restaurant and Lounge offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through OpenTable. ## Direct links - Book directly: https://www.opentable.ca/widget/reservation/loader?rid=1217935&type=standard&theme=standard&color=5&dark=false&iframe=true&domain=ca&lang=en-CA&newtab=false&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business) - Menu: https://pantageshotel.com/wp-content/uploads/2026/05/PAN_Stages-Breakfast-Menu-Web-052026.pdf - Phone: +14163621777 - Address: 200 Victoria St, M5B 1T8, Toronto ## Nearby, also direct Places near Stages Restaurant and Lounge that take a booking or an order on their own website, with no marketplace in between. - Pardon Services Canada (500 m): https://directindex.org/r/allcleared.com - and/ore (3.5 km): https://directindex.org/r/andorerestaurant.com ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Stages Restaurant and Lounge > organization (canadian) in 200 Victoria St, M5B 1T8, Toronto, Toronto. Phone +14163621777. ## Book or order directly - Book: https://www.opentable.ca/widget/reservation/loader?rid=1217935&type=standard&theme=standard&color=5&dark=false&iframe=true&domain=ca&lang=en-CA&newtab=false&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business) - Menu: https://pantageshotel.com/wp-content/uploads/2026/05/PAN_Stages-Breakfast-Menu-Web-052026.pdf ## About - Website: https://www.pantageshotel.com/stages-restaurant-lounge - 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 (Organization).** no address, phone or hours in it - **Booking through opentable on your own domain.** There's no marketplace commission, and the customer stays yours. - **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 860 of 3392 in Toronto. Top 25% 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 | 99% | yes | | Publish the menu or price list as HTML | 96% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 49% | no | | Have an llms.txt | 37% | no | Nearest places with a similar menu: Prince Edward's Fries (F, 189 m, https://directindex.org/r/princeedwardsfries.com); Pardon Services Canada (C, 502 m, https://directindex.org/r/allcleared.com); Council Of Canadians The (F, 1589 m, https://directindex.org/r/canadians.org); and/ore (C, 3532 m, https://directindex.org/r/andorerestaurant.com); Merci Mon Ami (F, 3706 m, https://directindex.org/r/mercimonami.ca). ## 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. The assistants were asked 22 everyday questions about Toronto and named 106 places. Stages Restaurant and Lounge wasn't one of them. See who was named: https://directindex.org/city/toronto/recommended Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); Sites using OpenTable 65% (38% A or B, 2994 sites); This site 73.8%. See what an AI agent reads on this site: https://directindex.org/r/pantageshotel.com/agent-view ## Businesses like Stages Restaurant and Lounge in Toronto | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Toronto | 3392 | 52% | 33% | 73.8% | | Sites built with WordPress in Toronto | 1041 | 64% | 45% | 73.8% | | Sites using OpenTable in Toronto | 142 | 66% | 39% | 73.8% | | Sites built with WordPress and using OpenTable in Toronto | 65 | 67% | 34% | 73.8% | The best of the sites built with WordPress and using OpenTable in Toronto: Parallel (A 90.3%, https://directindex.org/r/parallelbrothers.com); Akira Back Restaurant (A 87.7%, https://directindex.org/r/akirabacktoronto.com); IRENE Restaurant (A 87.7%, https://directindex.org/r/fabrestaurants.ca); Pogue Mahone Pub and Kitchen (A 87.7%, https://directindex.org/r/fabrestaurants.ca); Milestones (B 84.6%, https://directindex.org/r/milestonesrestaurants.com). With the two fixes above (Structured data is incomplete; Menu or price list is a PDF), the score would be about 87.7%. That would be 297th of 3,392 in Toronto, up from 860th. ## The direct record What agents get for Stages Restaurant and Lounge, as JSON: https://directindex.org/api/direct/pantageshotel.com - Book: https://www.opentable.ca/widget/reservation/loader?rid=1217935&type=standard&theme=standard&color=5&dark=false&iframe=true&domain=ca&lang=en-CA&newtab=false&ot_source=Restaurant%20website&cfe=true (vendor on own site: OpenTable; found by the scan of 2026-10-19, not yet tested) - Order: none on record - Menu: https://pantageshotel.com/wp-content/uploads/2026/05/PAN_Stages-Breakfast-Menu-Web-052026.pdf (pdf; from the scan) - Hours: none on record - Phone: +14163621777 - Stable links that count: https://directindex.org/go/pantageshotel.com/book, https://directindex.org/go/pantageshotel.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, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 13 | 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/pantageshotel.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: yes - OAuth protected resource metadata: yes - 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/pantageshotel.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/pantageshotel.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 ยท Rescan now: https://directindex.org/scan?url=pantageshotel.com&force=1