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

Mochinut Liberty Missouri

mochinutkc.com is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach Mochinut Liberty Missouri directly, with no marketplace in between. Checked 2026-11-13. Report a mistake

AAA, 9205 NE Hwy 152, Kansas City 64158 · +18167801390

Nearby, also direct

Places near Mochinut Liberty Missouri 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 Mochinut Liberty Missouri's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

38.5%

25 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 22 everyday questions about Kansas City and named 89 places. Mochinut Liberty Missouri wasn't one of them. See who was named →

Where it stands

How Mochinut Liberty Missouri compares

Where it stands

568 of 684 in Kansas City

Top 83% of the sites scanned in this index. Just above: Kobe Japanese Steakhouse F, LC's Hamburgers F. Just below: Peking Chinese F, Princess Garden F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML91%no
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

Compared with its peers

Average scoreA or BThis site
Sites built with Wix 54,213 sites52%29%38.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Osterio Bianchi italian134 mByes
Noodles & Company pasta230 mByes
Corner Cafe american320 mAyes
Urban Egg brunch379 mCyes
54th Street Grill and Bar american, bar_and_grill445 mCno
Chipotle mexican453 mAyes
LongHorn Steakhouse steak_house486 mByes
Meddys497 mCyes
The Halal Guys egyptian505 mByes
Tropical Smoothie Cafe juice510 mDno
Businesses like yours

Businesses like Mochinut Liberty Missouri in Kansas City

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kansas City68462%45%38.5%
Sites built with Wix in Kansas City3172%55%38.5%

After the top fixes

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 95.4%. That would be 24th of 684 in Kansas City, up from 568th.

Findings

What to fix first

  1. No structured data for the business +15 points

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

  2. No booking or ordering link on the website +15 points

    There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. How to fix it

  3. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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 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 There's no robots.txt, which means everything is allowed.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.

Builder: wix · 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