# The Samosa Factory: Agent-Direct Score A (86.2%) Site: https://www.samosafactory.ca/ Report: https://directindex.org/r/samosafactory.ca Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) The Samosa Factory is ready for agents. An AI assistant can open The Samosa Factory's website. It can read what The Samosa Factory offers. It finds a way to book or order directly, through Toast. ## Direct links - Order directly: https://order.toasttab.com/online/the-samosa-factory-beacon-hill-11652-sarcee-trl-nw (through toast acting for the business) - Menu: https://www.samosafactory.ca/menu - Phone: 4035681447 ## What to fix first - **Structured data is incomplete.** (+1 points) Missing: telephone. 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. ``` # The Samosa Factory > fast food restaurant (indian) in Calgary. Phone 4035681447. ## Book or order directly - Order: https://order.toasttab.com/online/the-samosa-factory-beacon-hill-11652-sarcee-trl-nw (through toast acting for the business) - Menu: https://www.samosafactory.ca/menu ## About - Website: https://www.samosafactory.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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (LocalBusiness).** address, opening hours - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours. - **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. 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 180 of 1362 in Calgary. Top 13% 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% | yes | | Structured data with address, phone and hours | 63% | no | | Have an llms.txt | 39% | no | Nearest places with a similar menu: Indian Desi Tadka (F, 108 m, https://directindex.org/r/indiandesitadka.com); Mega Marina Dosa & Tandoori Grill (C, 198 m, https://directindex.org/r/megamarinadosa.com); Sector 17 - Street Food Eatery Westwinds (C, 361 m, https://directindex.org/r/sector17.ca); Punjabi Tadka (C, 700 m, https://directindex.org/r/punjabitadka.net); Punjab Chaat House Calgary (A, 779 m, https://directindex.org/r/punjabchathousecalgary.com); Bahubali Indian Cuisine (B, 923 m, https://directindex.org/r/bahubali.ca); Monal Restaurant (C, 1096 m, https://directindex.org/r/themonal.ca); Bombay Chowpatty (C, 1141 m, https://directindex.org/r/bombaychowpatty.ca); Nirvana (C, 1170 m, https://directindex.org/r/nirvanacalgary.com); Bombay Dosa Cafe (B, 1206 m, https://directindex.org/r/bombaydosacafe.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. The Samosa Factory wasn't one of them. See who was named: https://directindex.org/city/calgary/recommended Compared with its peers: Sites built with Squarespace 65% (49% A or B, 11547 sites); Sites using Toast 72% (57% A or B, 3168 sites); This site 86.2%. See what an AI agent reads on this site: https://directindex.org/r/samosafactory.ca/agent-view ## Businesses like The Samosa Factory in Calgary | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Calgary | 1362 | 57% | 39% | 86.2% | | Sites built with Squarespace in Calgary | 125 | 73% | 68% | 86.2% | | Sites using Toast in Calgary | 37 | 71% | 54% | 86.2% | | Sites built with Squarespace and using Toast in Calgary | 9 | 80% | 78% | 86.2% | The best of the sites built with Squarespace and using Toast in Calgary: Brix & Barrel (A 90%, https://directindex.org/r/brixbarrel.ca); The Rooftop YYC (A 90%, https://directindex.org/r/therooftop.ca); SS106 Aperitivo Bar (A 89.2%, https://directindex.org/r/ss106yyc.com); Bar Chouette (B 84.6%, https://directindex.org/r/barchouette.ca); L'Olivo (B 78.5%, https://directindex.org/r/lolivo.ca). With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 116th of 1,362 in Calgary, up from 180th. ## The direct record What agents get for The Samosa Factory, as JSON: https://directindex.org/api/direct/samosafactory.ca - Book: none on record - Order: https://order.toasttab.com/online/the-samosa-factory-beacon-hill-11652-sarcee-trl-nw (vendor on own site: Toast; found by the scan of 2026-10-16, not yet tested) - Menu: https://www.samosafactory.ca/menu (html_page; from the scan) - Hours: none on record - Phone: 4035681447 - Stable links that count: https://directindex.org/go/samosafactory.ca/order, https://directindex.org/go/samosafactory.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 (Toast): yes - Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/ ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 21 | 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/samosafactory.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: yes Keep watching this business (https://directindex.org/r/samosafactory.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/samosafactory.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=samosafactory.ca&force=1