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

Earl's Premier

earlspremier.com is hard for agents to use.

Listed by OpenStreetMap · Overture Maps.

MenuWebsite

Ways to reach Earl's Premier directly, with no marketplace in between. Checked 2026-11-13. Report a mistake

651 East 59th Street, Kansas City, MO 64110

Nearby, also direct

Places near Earl's Premier that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

Some AI assistants are turned away by Earl's Premier's website. It can read what Earl's Premier offers. To book or order, it is sent to OpenTable, a marketplace.

48.8%

31.7 of 65 points available

1/5

agent-readiness level, Basic Web Presence

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. Earl's Premier wasn't one of them. See who was named →

Where it stands

How Earl's Premier compares

Where it stands

512 of 683 in Kansas City

Top 75% of the sites scanned in this index. Just above: Zio's Pizza D, Angie's International Kitchen D. Just below: Pier 88 Boiling Seafood & Bar D, Corvino Supper Club & Tasting Room D.

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%yes
Let AI crawlers in (no block at the server or in robots.txt)99%no
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 WordPress 259,325 sites55%24%48.8%
Sites using OpenTable 6,963 sites69%51%48.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Wings 'n Things Express429 mCno
1VP Restaurant caribbean487 mFno
Plate Restaurant754 mAyes
Brady and Fox irish777 mFno
Wah Gwan jamaican, nigerian779 mCyes
Reggae Kitchen jamaican795 mByes
Brookside Sushi sushi799 mBno
Baba's Pantry arab, deli832 mCyes
Heirloom Bakery and Hearth breakfast, coffee_shop834 mByes
Captain D's seafood875 mByes
Businesses like yours

Businesses like Earl's Premier in Kansas City

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kansas City68363%45%48.8%
Sites built with WordPress in Kansas City15467%44%48.8%
Sites using OpenTable in Kansas City2974%69%48.8%
Sites built with WordPress and using OpenTable in Kansas City1571%67%48.8%

After the top fixes

With the three fixes above (No structured data for the business; Booking only through opentable; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 24th of 683 in Kansas City, up from 512th.

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. Booking only through opentable +12 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. The server turns AI crawlers away at the door +3.3 points

    Requests as ClaudeBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. 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 No rule blocks the main AI user agents.
  • Menu or price list is an HTML page Agents can read the items and prices.
  • 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 /about/: nothing new; menu page /menus/: 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