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

Milli By Metric

milliallday.com is partly visible to agents.

Listed by Overture Maps.

OrderMenuWebsite

Ways to reach Milli By Metric directly, with no marketplace in between. Checked 2026-10-23. Through toast acting for the business. Report a mistake

3110 N Kedzie Ave, 60618, Chicago

Nearby, also direct

Places near Milli By Metric 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 Milli By Metric's website. What Milli By Metric offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Toast.

56.9%

37 of 65 points available

0/5

agent-readiness level, Not Ready

4

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. Milli By Metric wasn't one of them. See who was named →

Where it stands

How Milli By Metric compares

Where it stands

677 of 1,572 in Chicago cafes and bars

Top 43% of the sites scanned in this index. Just above: Gathers Tea Bar C, Infuse Coffee and Tea Bar C. Just below: Pickle's Playroom C, Red Line Tap C.

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%no
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 GoDaddy Website Builder 3,331 sites36%9%56.9%
Sites using Toast 3,305 sites72%57%56.9%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Small Bar334 mDno
Terra Coffee353 mFno
Reed's Local388 mDno
Revolution Brewing - Kedzie Brewery473 mAyes
The People's Cafe497 mDno
Kuma’s Corner - Belmont american634 mByes
Playbound636 mFno
DMen Tap american681 mCyes
Late Bar722 mFno
Four Letter Word724 mDno
Businesses like yours

Businesses like Milli By Metric in Chicago cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Chicago cafes and bars1,57248%26%56.9%
Sites built with GoDaddy Website Builder in Chicago cafes and bars2831%7%56.9%
Sites using Toast in Chicago cafes and bars13975%66%56.9%
Sites built with GoDaddy Website Builder and using Toast in Chicago cafes and bars370%67%56.9%

The best of the sites using Toast in Chicago cafes and bars

Chicago Sports Bar & Grill A 100% · Cubby Bear A 100% · Mordecai A 95.4% · No Vacancy A 95.4% · Le Midi Wine A 93.8%

After the top fixes

With the three fixes above (No structured data for the business; Menu or price list is a PDF; Almost no text without JavaScript), the score would be about 87.7%. That would be 83rd of 1,572 in Chicago cafes and bars, up from 677th.

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. No structured data for the business +15 points

    Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. Menu or price list is a PDF +3 points

    Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. How to fix it

  3. Almost no text without JavaScript +2 points

    Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it

  4. 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 There's no robots.txt, which means everything is allowed.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • 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: godaddy

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 godaddy.

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": "LocalBusiness",
  "name": "Milli By Metric",
  "url": "https://www.milliallday.com",
  "address": "3110 N Kedzie Ave, 60618, Chicago",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.937944,
    "longitude": -87.707808
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/millibymetric",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Milli By Metric

> local business in 3110 N Kedzie Ave, 60618, Chicago, Chicago cafes and bars.

## Book or order directly

- Order: https://order.toasttab.com/online/millibymetric (through toast acting for the business)
- Menu: https://www.milliallday.com/Milli_Drink_Menu_090926.pdf

## About

- Website: https://www.milliallday.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 C

<a href="https://directindex.org/r/milliallday.com"><img src="https://directindex.org/badge/milliallday.com.svg" alt="Agent-Direct Score C" 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 Milli By Metric

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

PathLinkStatus
Booknone on record
Orderorder.toasttab.com/online/millibymetric vendor on own site: Toastfound by the scan of 2026-10-23, not yet tested
Menuwww.milliallday.com/Milli_Drink_Menu_090926.pdf pdffrom the scan
Hoursnone on record
Phonenone on record

Stable links that count: /go/milliallday.com/order, /go/milliallday.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 0 of 5, Not Ready

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.xmlno how
AI bot rules in robots.txtno how
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 businessno