The Direct Index
Report · Raleigh · scanned 2026-10-24

Irregardless Cafe

irregardless.com is mostly ready for agents.

Listed by OpenStreetMap.

OrderMenuCallWebsite

Ways to reach Irregardless Cafe directly, with no marketplace in between. Checked 2026-10-24. Through toast acting for the business. Report a mistake

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

West Morgan Street 901 27603 Raleigh · +1-919-833-8898

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.

Owners

The website's grade

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.

80%

52 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Named by assistants

Named by ChatGPT, Claude and Gemini for 5 questions, including "A good vegan or vegetarian lunch near the centre, today" in Raleigh, October 2026

Each assistant was asked the way people ask, with web search on, for up to three places in Raleigh and a link to each one's own site. This business was named in 5 answers, by 3 of the 3 assistants asked.

QuestionNamed byAsked
A good vegan or vegetarian lunch near the centre, today.Gemini with a link to this site2026-10-22
A traditional local restaurant that tourists don't know. Book me a table for Saturday.ChatGPT with a link to this site2026-10-22
Brunch on Sunday for four. Where can I reserve?Claude with a link to this site
Gemini with a link to this site
2026-10-22
I'm coeliac. A restaurant with real gluten-free options for dinner, book it.ChatGPT with a link to this site2026-10-22
Lunch on a terrace in the sun tomorrow. Where can I reserve?Claude with a link to this site2026-10-22

Every place named in Raleigh, question by question.

Show it

The badge shows how many of the assistants asked named this business, and the month. It updates after every round.

Named by 3 of 3 assistants, Direct Index

<a href="https://directindex.org/r/irregardless.com"><img src="https://directindex.org/badge/named/irregardless.com.svg" alt="Named by 3 of 3 assistants, Direct Index" width="300" height="40"></a>
Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

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, with a link to this site)
“A traditional local restaurant that tourists don't know. Book me a table for Saturday.” (ChatGPT, with a link to this site)
“Brunch on Sunday for four. Where can I reserve?” (ChatGPT, Gemini, Claude, with a link to this site)
“I'm coeliac. A restaurant with real gluten-free options for dinner, book it.” (ChatGPT, with a link to this site)
“Lunch on a terrace in the sun tomorrow. Where can I reserve?” (Claude, with a link to this site)

Where it stands

How Irregardless Cafe compares

Where it stands

78 of 243 in Raleigh

Top 32% of the sites scanned in this index. Just above: Carroll's Kitchen B, Crofton's Pretzels Raleigh B. Just below: Wayback Burgers B, Wilson's Eatery B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML100%yes
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours56%no
Have an llms.txt48%no

The top 10% are the 25 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Squarespace 32,150 sites61%41%80%
Sites using OpenTable 6,152 sites69%51%80%
Sites using Toast 6,097 sites73%62%80%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Alpaca Peruvian Charcoal Chicken chicken234 mFno
Wye Hill Kitchen & Brewing699 mAyes
Blend Raleigh juice741 mDno
DeMos Pizzeria & Deli pizza823 mDno
Anise Pho vietnamese829 mAyes
My Way Tavern832 mCno
Dirty V835 mFno
Gonza Tacos y Tequila mexican938 mCno
Five Star Restaurant chinese973 mAyes
Shake Shack burger988 mByes
Businesses like yours

Businesses like Irregardless Cafe in Raleigh

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Raleigh24364%53%80%
Sites built with Squarespace in Raleigh1474%71%80%
Sites using OpenTable in Raleigh1376%69%80%
Sites built with Squarespace and using OpenTable in Raleigh373%67%80%

The best of the sites using OpenTable in Raleigh

Bazil Indian Cuisine A 100% · Firebirds Wood Fired Grill A 86.2% · STIR A 86.2% · Kanki B 84.6% · Bella Monica B 83.1%

After the top fixes

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.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. Structured data is incomplete +5 points

    Missing: telephone, opening hours. How to fix it

  2. 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. How to fix it About this vendor

  3. 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. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Raleigh. List your agency or yourself. It's free, and every listing is reviewed by hand.

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.

Builder: squarespace · contact page /about: nothing new; menu page /menu: nothing new

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on squarespace.

Where to paste it on Squarespace: the Code Injection panel, in the Header field, which applies to every page. It needs the Core plan or above. the official help page.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Irregardless Cafe",
  "url": "https://irregardless.com/",
  "telephone": "+1-919-833-8898",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West Morgan Street 901",
    "postalCode": "27603",
    "addressLocality": "Raleigh",
    "addressCountry": "US"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.7811856,
    "longitude": -78.6560249
  },
  "openingHours": "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",
  "hasMenu": "https://www.irregardless.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/irregardless-cafe-catering-901-w-morgan-st",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# 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.
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/irregardless.com"><img src="https://directindex.org/badge/irregardless.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Irregardless Cafe

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/irregardless.com, through the MCP tool direct_record and in the city feed /city/raleigh/direct.json.

PathLinkStatus
Booknone on record
Orderorder.toasttab.com/online/irregardless-cafe-catering-901-w-m vendor on own site: Toastfound by the scan of 2026-10-24, not yet tested
Menuwww.irregardless.com/menu html_pagefrom the scan
HoursTu-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 11:00-14:30from OpenStreetMap
Phone+1-919-833-8898

Stable links that count: /go/irregardless.com/order, /go/irregardless.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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, read 2026-10-15
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. Source. About Toast · all vendors.

Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes