# Irregardless Cafe: Agent-Direct Score B (80%) Site: https://irregardless.com/ Report: https://directindex.org/r/irregardless.com Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Irregardless Cafe is mostly ready for agents. An AI assistant can open Irregardless Cafe's website. It can read what Irregardless Cafe offers. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Order directly: https://order.toasttab.com/online/irregardless-cafe-catering-901-w-morgan-st (through toast acting for the business) - Menu: https://www.irregardless.com/menu - Phone: +1-919-833-8898 - Address: West Morgan Street 901 27603 Raleigh - Hours, from OpenStreetMap: Tu-Th 16:30-21:00, Fr,Sa 16:30-22:00, Su 16:30-21:00, Sa,Su 10:00-14:30; Mo off, Tu-Fr 11:00-14:30 - Its menu mentions: vegan options, vegetarian dishes ## Nearby, also direct Places near Irregardless Cafe that take a booking or an order on their own website, with no marketplace in between. - Wye Hill Kitchen & Brewing (700 m): https://directindex.org/r/wyehill.com - Anise Pho (830 m): https://directindex.org/r/anisepho.com - Five Star Restaurant (970 m): https://directindex.org/r/fivestarraleigh.com - Shake Shack (990 m): https://directindex.org/r/shakeshack.com ## What to fix first - **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through opentable.** (+5 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # Irregardless Cafe > restaurant in West Morgan Street 901 27603 Raleigh, Raleigh. Phone +1-919-833-8898. ## Book or order directly - Order: https://order.toasttab.com/online/irregardless-cafe-catering-901-w-morgan-st (through toast acting for the business) - Menu: https://www.irregardless.com/menu ## Opening hours Tu-Th 16:30-21:00, Fr,Sa 16:30-22:00, Su 16:30-21:00, Sa,Su 10:00-14:30; Mo off, Tu-Fr 11:00-14:30 ## About - Website: https://irregardless.com/ - 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 - **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 78 of 243 in Raleigh. Top 32% 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 | 100% | yes | | Publish the menu or price list as HTML | 100% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 56% | no | | Have an llms.txt | 48% | no | Nearest places in the index: Alpaca Peruvian Charcoal Chicken (F, 234 m, https://directindex.org/r/stanleymartin.com); Wye Hill Kitchen & Brewing (A, 699 m, https://directindex.org/r/wyehill.com); Blend Raleigh (D, 741 m, https://directindex.org/r/weebly.com); DeMos Pizzeria & Deli (D, 823 m, https://directindex.org/r/demospizzeriadeli.com); Anise Pho (A, 829 m, https://directindex.org/r/anisepho.com); My Way Tavern (C, 832 m, https://directindex.org/r/mywaytavern.com); Dirty V (F, 835 m, https://directindex.org/r/thedirtyv.com); Gonza Tacos y Tequila (C, 938 m, https://directindex.org/r/gonzatacosytequila.com); Five Star Restaurant (A, 973 m, https://directindex.org/r/fivestarraleigh.com); Shake Shack (B, 988 m, https://directindex.org/r/shakeshack.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. Recommended when people ask: "A good vegan or vegetarian lunch near the centre, today." (Gemini); "A traditional local restaurant that tourists don't know. Book me a table for Saturday." (ChatGPT); "Brunch on Sunday for four. Where can I reserve?" (ChatGPT, Gemini, Claude); "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (ChatGPT); "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (Claude) Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using OpenTable 69% (51% A or B, 6152 sites); Sites using Toast 73% (62% A or B, 6097 sites); This site 80%. See what an AI agent reads on this site: https://directindex.org/r/irregardless.com/agent-view ## Named by ChatGPT, Claude and Gemini for 5 questions, including "A good vegan or vegetarian lunch near the centre, today" in Raleigh, October 2026 - "A good vegan or vegetarian lunch near the centre, today." (2026-10-22): Gemini with a link to this site. https://directindex.org/city/raleigh/recommended/vegan-lunch - "A traditional local restaurant that tourists don't know. Book me a table for Saturday." (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/raleigh/recommended/local-saturday - "Brunch on Sunday for four. Where can I reserve?" (2026-10-22): Claude with a link to this site; Gemini with a link to this site. https://directindex.org/city/raleigh/recommended/brunch - "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/raleigh/recommended/gluten-free - "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (2026-10-22): Claude with a link to this site. https://directindex.org/city/raleigh/recommended/terrace Named by 3 of 3 assistants asked. Badge: https://directindex.org/badge/named/irregardless.com.svg ## Businesses like Irregardless Cafe in Raleigh | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Raleigh | 243 | 64% | 53% | 80% | | Sites built with Squarespace in Raleigh | 14 | 74% | 71% | 80% | | Sites using OpenTable in Raleigh | 13 | 76% | 69% | 80% | | Sites built with Squarespace and using OpenTable in Raleigh | 3 | 73% | 67% | 80% | The best of the sites using OpenTable in Raleigh: Bazil Indian Cuisine (A 100%, https://directindex.org/r/bazil-indian-cuisine.com); Firebirds Wood Fired Grill (A 86.2%, https://directindex.org/r/firebirdsrestaurants.com); STIR (A 86.2%, https://directindex.org/r/stirraleigh.com); Kanki (B 84.6%, https://directindex.org/r/kanki.com); Bella Monica (B 83.1%, https://directindex.org/r/bellamonica.com). With the two fixes above (Structured data is incomplete; Booking only through opentable), the score would be about 95.4%. That would be 9th of 243 in Raleigh, up from 78th. ## The direct record What agents get for Irregardless Cafe, as JSON: https://directindex.org/api/direct/irregardless.com - Book: none on record - Order: https://order.toasttab.com/online/irregardless-cafe-catering-901-w-morgan-st (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested) - Menu: https://www.irregardless.com/menu (html_page; from the scan) - Hours: Tu-Th 16:30-21:00, Fr,Sa 16:30-22:00, Su 16:30-21:00, Sa,Su 10:00-14:30; Mo off, Tu-Fr 11:00-14:30 (from OpenStreetMap) - Phone: +1-919-833-8898 - Stable links that count: https://directindex.org/go/irregardless.com/order, https://directindex.org/go/irregardless.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 (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 | 17 | 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/irregardless.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: 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/irregardless.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/irregardless.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=irregardless.com&force=1