The Direct Index
Report · Chicago cafes and bars · scanned 2026-10-23

Frida Room

thefridaroom.com is mostly ready for agents.

Listed by Overture Maps.

BookOrderMenuCallWebsite

Ways to reach Frida Room directly, with no marketplace in between. Checked 2026-10-23. Through opentable acting for the business. Report a mistake

1454 W 18th St, 60608, Chicago · +13126313620

Nearby, also direct

Places near Frida Room 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 Frida Room's website. It can read what Frida Room offers. It finds a way to book or order directly, through OpenTable.

76.9%

50 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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 →

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.

The assistants were asked 12 everyday questions about Chicago cafes and bars and named 60 places. Frida Room wasn't one of them. See who was named →

Where it stands

How Frida Room compares

Where it stands

267 of 1,572 in Chicago cafes and bars

Top 17% of the sites scanned in this index. Just above: Easy Street B, Fancy Plants Cafe B. Just below: Herbal Conjure Cafe B, Hexe Coffee Co. B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain97%yes
Publish the menu or price list as HTML97%yes
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours42%no
Have an llms.txt32%no

The top 10% are the 159 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 145,483 sites57%28%76.9%
Sites using OpenTable 3,121 sites65%38%76.9%
Sites using Toast 3,305 sites72%57%76.9%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Mi Cafetal101 mFno
Sleep Walk Chocolateria170 mFyes
Giant Penny Whistle176 mDno
Alulu Brewery & Pub357 mFno
The Spoke and Bird421 mFno
The Green Room Tap466 mDno
Xurro486 mCno
Tack Room494 mAyes
Punch House500 mByes
Nitecap Coffee Bar559 mFno
Businesses like yours

Businesses like Frida Room in Chicago cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Chicago cafes and bars1,57248%26%76.9%
Sites built with WordPress in Chicago cafes and bars35360%32%76.9%
Sites using OpenTable in Chicago cafes and bars6474%64%76.9%
Sites built with WordPress and using OpenTable in Chicago cafes and bars1971%58%76.9%

The best of the sites built with WordPress and using OpenTable in Chicago cafes and bars

Replay A 86.2% · Theory A 86.2% · Willow Café and Bistro A 86.2% · Emerald Loop Bar & Grill B 84.6% · The Berkshire Room B 82.6%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 83rd of 1,572 in Chicago cafes and bars, up from 267th.

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 +7 points

    Missing: address, telephone, opening hours. How to fix it

  2. 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 Chicago cafes and bars. 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 (Organization) no address, phone or hours in it
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Booking through opentable on your own domain There's no marketplace commission, and the customer stays yours.
  • Ordering through toast on your own domain There's no marketplace commission, and the customer stays yours.
  • OpenTable works with agents through its partners OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. 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: wordpress · contact page /contact-us/: nothing new; menu page /menu-pilsen/: 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 wordpress.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. 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": "Organization",
  "name": "Frida Room",
  "url": "https://thefridaroom.com/",
  "telephone": "+13126313620",
  "address": "1454 W 18th St, 60608, Chicago",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.85795395,
    "longitude": -87.66343302
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.com/widget/reservation/loader?rid=1254976&type=wide&theme=wide&color=1&dark=false&iframe=true&domain=com&lang=en-US&",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/frida-room/v3",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Frida Room

> organization in 1454 W 18th St, 60608, Chicago, Chicago cafes and bars. Phone +13126313620.

## Book or order directly

- Book: https://www.opentable.com/widget/reservation/loader?rid=1254976&type=wide&theme=wide&color=1&dark=false&iframe=true&domain=com&lang=en-US& (through opentable acting for the business)
- Order: https://www.toasttab.com/frida-room/v3 (through toast acting for the business)
- Menu: https://thefridaroom.com/menu-pilsen/

## About

- Website: https://thefridaroom.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/thefridaroom.com"><img src="https://directindex.org/badge/thefridaroom.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 Frida Room

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/thefridaroom.com, through the MCP tool direct_record and in the city feed /city/chicago-cafes-bars/direct.json.

PathLinkStatus
Bookwww.opentable.com/widget/reservation/loader?rid=1254976&type vendor on own site: OpenTablefound by the scan of 2026-10-23, not yet tested
Orderwww.toasttab.com/frida-room/v3 vendor on own site: Toastfound by the scan of 2026-10-23, not yet tested
Menuthefridaroom.com/menu-pilsen/ html_pagefrom the scan
Hoursnone on record
Phone+13126313620

Stable links that count: /go/thefridaroom.com/book, /go/thefridaroom.com/order, /go/thefridaroom.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
OpenTable, read 2026-10-15
Through partners

OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Source. About OpenTable · 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