Leon’s
leonsofbaltimore.com is largely invisible to agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach Leon’s directly, with no marketplace in between. Checked 2026-11-13. Report a mistake
Hours, from OpenStreetMap · Overture Maps: Mon 16:00–00:00 · Tue–Sun 16:00–02:00
870 Park Avenue, Baltimore, MD 21201 · +1 410-359-4850
Places near Leon’s that take a booking or an order on their own website, with no marketplace in between.
- Wet City10 m
- The Manor Restaurant & Ultra Lounge270 m
- Cafe Fili290 m · lebanese
- Ash—Bar360 m
- Dooby's400 m
The website's grade
An AI assistant can open Leon’s'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.
25 of 65 points available
agent-readiness level, Basic Web Presence
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.
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 Baltimore cafes and bars and named 52 places. Leon’s wasn't one of them. See who was named →
How Leon’s compares
196 of 292 in Baltimore cafes and bars
Top 67% of the sites scanned in this index. Just above: City Limits Sports Bar F, Holiday House F. Just below: On the Hill Cafe F, Pfefferkorn's Coffee Inc F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 93% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 17% | yes |
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Wix 52,613 sites | 52% | 28% | 38.5% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Wet City | 6 m | B | yes |
| The Drinkery | 147 m | F | no |
| Root City Kava Bar & Lounge Kava & Kratom | 182 m | D | no |
| Pillion Tea | 240 m | F | no |
| The Manor Restaurant & Ultra Lounge | 267 m | A | yes |
| HH Tea bubble_tea | 272 m | B | no |
| Cafe Fili lebanese | 288 m | C | yes |
| Spirits of Mt Vernon | 330 m | C | no |
| Ash—Bar | 360 m | C | yes |
| Dooby's | 398 m | B | yes |
Businesses like Leon’s in Baltimore cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Baltimore cafes and bars | 292 | 50% | 25% | 38.5% |
| Sites built with Wix in Baltimore cafes and bars | 24 | 60% | 25% | 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 2nd of 292 in Baltimore cafes and bars, up from 196th.
What to fix first
- 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
- 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
- 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
No one is listed yet to fix this in Baltimore 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.
Builder: wix · contact page /about-us: nothing new · 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