# Taste Of Madurai: Agent-Direct Score F (38.5%) Site: https://www.tasteofmadurai.ca Report: https://directindex.org/r/tasteofmadurai.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.) Taste Of Madurai is largely invisible to agents. An AI assistant can open Taste Of Madurai's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## What to fix first - Prices: 184 prices on the site, the middle one CA$12.99 ## What the site tells visitors (Measured, not scored) - **184 prices on the landing page, the middle one CA$12.99.** In Toronto, the middle price of comparable sites that show prices is CA$15.00. - **No structured data for the business.** (+15 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 - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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. ``` # Taste Of Madurai > local business in 4445 Sheppard Ave E., M1S 2B2, Toronto, Toronto. ## About - Website: https://www.tasteofmadurai.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 2359 of 3392 in Toronto. Top 70% 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% | no | | 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 in the index: desimane (D, 13 m, https://directindex.org/r/desimanesangeetha.ca); Bistro Manila (D, 28 m, https://directindex.org/r/bistromanila.ca); Better Kitchen (F, 76 m, https://directindex.org/r/betterkitchens.ca); Bao Mama (A, 120 m, https://directindex.org/r/baomama.ca); Gourmet Malaysia Restaurant (D, 123 m, https://directindex.org/r/gourmetmalaysia.ca); Cafe Wanoka (A, 195 m, https://directindex.org/r/cafewanoka.ca); Yummy Cantonese Restaurant (F, 195 m, https://directindex.org/r/yummycantonese.com); Big Trio Wonton Noodle 大三元 (C, 197 m, https://directindex.org/r/bigtriowontonnoodle.com); Chai Kee Noodle House 仔記豬潤牛肉麵 (F, 213 m, https://directindex.org/r/chaikee.ca); Perfect Chinese Restaurant (F, 250 m, https://directindex.org/r/perfectchineserestaurant.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. The assistants were asked 22 everyday questions about Toronto and named 106 places. Taste Of Madurai wasn't one of them. See who was named: https://directindex.org/city/toronto/recommended See what an AI agent reads on this site: https://directindex.org/r/tasteofmadurai.ca/agent-view ## Businesses like Taste Of Madurai in Toronto | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Toronto | 3392 | 52% | 33% | 38.5% | The best of the businesses of the same kind in Toronto: 850° Pizzeria (A 100%, https://directindex.org/r/850degrees.ca); Aafrien Indian Restaurant (A 100%, https://directindex.org/r/aafrienrestaurant.ca); Alice (A 100%, https://directindex.org/r/alicetoronto.com); Amano Trattoria (A 100%, https://directindex.org/r/notteristorante.ca); Anejo (A 100%, https://directindex.org/r/anejo.ca). With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 95.4%. That would be 81st of 3,392 in Toronto, up from 2359th. ## The direct record What agents get for Taste Of Madurai, as JSON: https://directindex.org/api/direct/tasteofmadurai.ca - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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 | 25 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/tasteofmadurai.ca - 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 Keep watching this business (https://directindex.org/r/tasteofmadurai.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/tasteofmadurai.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 · Rescan now: https://directindex.org/scan?url=tasteofmadurai.ca&force=1