# Mumbaaayi | Pure Veg Indian Restaurant Calgary: Agent-Direct Score C (58.9%) Site: http://mumbaaayi.ca/ Report: https://directindex.org/r/mumbaaayi.ca 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.) Mumbaaayi | Pure Veg Indian Restaurant Calgary is partly visible to agents. Some AI assistants are turned away by Mumbaaayi | Pure Veg Indian Restaurant Calgary's website. It can read what Mumbaaayi | Pure Veg Indian Restaurant Calgary offers. It finds a way to book or order directly on the site. ## Direct links - Book directly: http://mumbaaayi.ca/book (on the business's own site) - Menu: http://mumbaaayi.ca/menus - Phone: +14034235556 ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Ordering through an unrecognised third party.** (no points, but worth doing) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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. ``` # Mumbaaayi | Pure Veg Indian Restaurant Calgary > local business (indian) in 4100 109 Ave NE Unit 3120, T3N 2J1, Calgary, Calgary. Phone +14034235556. ## Book or order directly - Book: http://mumbaaayi.ca/book (on the business's own site) - Menu: http://mumbaaayi.ca/menus ## About - Website: http://mumbaaayi.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 main AI user agents. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 707 of 1362 in Calgary. Top 52% 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 | 98% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | no | | Structured data with address, phone and hours | 63% | no | | Have an llms.txt | 39% | no | Nearest places with a similar menu: Desi Urban Chai Hub (C, 44 m, https://directindex.org/r/desiurbanchaihub.ca); Happy Samosa (A, 58 m, https://directindex.org/r/happysamosa.ca); Eggholic Indian Street food (F, 87 m, https://directindex.org/r/theeggholic.com); Rajdhani Sweets and Restaurant (F, 95 m, https://directindex.org/r/rajdhani-sweets.com); Honest (A, 252 m, https://directindex.org/r/calgaryhonest.ca); Singhs Tiffin (D, 618 m, https://directindex.org/r/singhstiffin.ca); Tamasha Cuisine and Cocktails (F, 635 m, https://directindex.org/r/tamashacalgary.ca); Sizzling Grill (A, 639 m, https://directindex.org/r/sizzlinggrill.ca); Samosa House Indian Cuisine (A, 649 m, https://directindex.org/r/samosahouse.co); Bikaner Sweets and Restaurant (D, 725 m, https://directindex.org/r/whc.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 12 everyday questions about Calgary and named 56 places. Mumbaaayi | Pure Veg Indian Restaurant Calgary wasn't one of them. See who was named: https://directindex.org/city/calgary/recommended See what an AI agent reads on this site: https://directindex.org/r/mumbaaayi.ca/agent-view ## Businesses like Mumbaaayi | Pure Veg Indian Restaurant Calgary in Calgary | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Calgary | 1362 | 57% | 39% | 58.9% | The best of the businesses of the same kind in Calgary: Avatara Pizza Ltd (A 100%, https://directindex.org/r/avatarapizza.com); BIG John's Pizza and Donairs (A 100%, https://directindex.org/r/bigjohnspizza.ca); Calgary Shawarma (A 100%, https://directindex.org/r/calgaryshawarma.com); Chandigarh Curry House (A 100%, https://directindex.org/r/chandigarhcurryhouse.ca); Chop Steakhouse & Bar (A 100%, https://directindex.org/r/chop.ca). With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; No working HTTPS), the score would be about 95.4%. That would be 37th of 1,362 in Calgary, up from 707th. ## The direct record What agents get for Mumbaaayi | Pure Veg Indian Restaurant Calgary, as JSON: https://directindex.org/api/direct/mumbaaayi.ca - Book: http://mumbaaayi.ca/book (own site; found by the scan of 2026-10-19, not yet tested) - Order: none on record - Menu: http://mumbaaayi.ca/menus (html_page; from the scan) - Hours: none on record - Phone: +14034235556 - Stable links that count: https://directindex.org/go/mumbaaayi.ca/book, https://directindex.org/go/mumbaaayi.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): 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 15.3 | 25 | | Readable | 8 | 25 | | Actionable | 15 | 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/mumbaaayi.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 Keep watching this business (https://directindex.org/r/mumbaaayi.ca/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/mumbaaayi.ca/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=mumbaaayi.ca&force=1