The Direct Index
Report · Kansas City · scanned 2026-11-13

Muni

munikc.com is ready for agents.

Listed by OpenStreetMap · Overture Maps.

BookMenuWebsite

Ways to reach Muni directly, with no marketplace in between. Checked 2026-11-13. On the business's own site. Report a mistake

Hours, from OpenStreetMap · Overture Maps: Mon closed · Tue–Sun 16:00–01:30

316 Delaware Street, Kansas City, MO 64105

Its menu mentions: vegan options · Outdoor seating (OpenStreetMap)

Nearby, also direct

Places near Muni 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 Muni's website. It can read what Muni offers. It finds a way to book or order directly on the site.

87.5%

70 of 80 points available

1/5

agent-readiness level, Basic Web Presence

2

things to fix

Action test, 2026-11-13: partial, there's a path, but an agent would have trouble with it. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.

Provisional, with 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 22 everyday questions about Kansas City and named 89 places. Muni wasn't one of them. See who was named →

Where it stands

How Muni compares

Where it stands

110 of 683 in Kansas City

Top 16% of the sites scanned in this index. Just above: Voltaire A, Caleb's Breakfast & Lunch A. Just below: Fric & Frac A, Anton's A.

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 HTML91%yes
Let AI crawlers in (no block at the server or in robots.txt)99%yes
Structured data with address, phone and hours66%no
Have an llms.txt36%no

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Phikul Thai Bistro thai231 mFno
Los Corrals mexican685 mFyes
Baramee Thai Bistro thai2.0 kmDno
Tacos Valentina mexican2.1 kmDno
Crossroads Cantina mexican2.2 kmDno
Manny's Restaurante Mexicano mexican2.2 kmDyes
Lulu's Thai Noodle Shop thai2.4 kmAyes
Tacos El Gallo mexican2.8 kmByes
El Pueblito mexican2.8 kmFno
Lilly's Cantina mexican2.9 kmDno
Businesses like yours

Businesses like Muni in Kansas City

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kansas City68363%45%87.5%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 90%. That would be 57th of 683 in Kansas City, up from 110th.

Findings

What to fix first

  1. Structured data is incomplete +2 points

    Missing: telephone. 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 Kansas City. 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 (BarOrPub) address, opening hours
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Booking on your own site Agents can book without going through a marketplace.

Builder: unknown · contact page /about: nothing new; menu page /menu: nothing new; booking page /contact: nothing new · What to paste

Owners

Own this business?

Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and 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

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