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

Panthers Place

panthersplacekc.com is partly visible to agents.

Listed by OpenStreetMap · Overture Maps.

BookWebsite

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

1000 West 25th Street, Kansas City, MO 64108

Nearby, also direct

Places near Panthers Place 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 Panthers Place's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

61.5%

40 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 →

What the site tells visitors Measured, not scored

These don't change the grade.

The footer says © 2024.

Visitors and assistants may read that year as the last time anyone looked after the site.

Every city compared →
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 Kansas City cafes and bars and named 55 places. Panthers Place wasn't one of them. See who was named →

Where it stands

How Panthers Place compares

Where it stands

120 of 258 in Kansas City cafes and bars

Top 47% of the sites scanned in this index. Just above: Opera House Coffee & Food Emporium C, Over There Cafe C. Just below: Pitchside Coffee C, Revocup Coffee Roasters C.

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 HTML89%no
Let AI crawlers in (no block at the server or in robots.txt)100%yes
Structured data with address, phone and hours44%no
Have an llms.txt30%yes

Compared with its peers

Average scoreA or BThis site
Sites built with Shopify 15,803 sites49%25%61.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Boulevard Brewing Tours & Recreation Center304 mCyes
Rhythm & Booze burger, chicken, sandwich679 mByes
Foodlove Cafe791 mDno
Fern Bar KC815 mByes
Over There Cafe947 mCyes
Percheron Rooftop Bar962 mCno
Parisi Café coffee_shop987 mFno
Conductor Club988 mDyes
Savoy Tea Co1.0 kmFno
Chez Elle coffee_shop, french1.0 kmBno
Businesses like yours

Businesses like Panthers Place in Kansas City cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kansas City cafes and bars25853%32%61.5%
Sites built with Shopify in Kansas City cafes and bars2156%33%61.5%

After the top fixes

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 2nd of 258 in Kansas City cafes and bars, up from 120th.

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. 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

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 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.
  • Booking on your own site Agents can book without going through a marketplace.

Builder: shopify · contact page /pages/contact: nothing new; booking page /pages/reservation-soon: 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