Bo Lings
bolings.com is mostly ready for agents.
Listed by Overture Maps.
Ways to reach Bo Lings directly, with no marketplace in between. Checked 2026-11-13. On the business's own site. Report a mistake
20 E 5th St, Kansas City 64106 · 8164238036
Its menu mentions: a children's menu, a lunch or set menu
Places near Bo Lings that take a booking or an order on their own website, with no marketplace in between.
- Opera House Coffee & Food Emporium40 m
- Lollicup Coffee and Tea90 m
- Murmuration Eatery & Cocktail Bar130 m
- The Blue Line130 m
- City Market Coffee House130 m · breakfast
The website's grade
An AI assistant can open Bo Lings's website. It can read what Bo Lings offers. It finds a way to book or order directly on the site.
67 of 80 points available
agent-readiness level, Basic Web Presence
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.
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. Bo Lings wasn't one of them. See who was named →
How Bo Lings compares
23 of 257 in Kansas City cafes and bars
Top 9% of the sites scanned in this index. Just above: The Roasterie A, Blip Coffee Roasters B. Just below: DoubleTap KC B, King G B.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 44% | no |
| Have an llms.txt | 30% | no |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Opera House Coffee & Food Emporium | 37 m | C | yes |
| Lollicup Coffee and Tea | 85 m | A | yes |
| Murmuration Eatery & Cocktail Bar | 125 m | B | yes |
| The Blue Line | 126 m | B | yes |
| City Market Coffee House breakfast, coffee_shop, local | 133 m | A | yes |
| Harry’s Country Club | 149 m | C | yes |
| Room CTRL | 189 m | F | no |
| DoubleTap KC american, burger, chicken, pizza, sandwich | 226 m | B | yes |
| The Brass Monkey Lounge | 473 m | B | yes |
| Caddy Shack | 575 m | F | no |
Businesses like Bo Lings in Kansas City cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kansas City cafes and bars | 257 | 53% | 32% | 83.8% |
After the top fixes
With the fix above (Structured data is incomplete), the score would be about 90%. That would be 5th of 257 in Kansas City cafes and bars, up from 23rd.
What to fix first
- Structured data is incomplete +5 points
Missing: address, opening hours. How to fix it
- 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
- The phone number on the site doesn't match the open map data
The site shows +1913-888-6618, but OpenStreetMap or Overture Maps lists 8164238036. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.
Send the fixes to your web person
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.
- Structured data found (Organization) phone
- 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 /contact-us/: business JSON-LD, telephone; menu page /menus: menu schema; booking page /reservations/: phone · What to paste
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.
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.
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