On the Hill Cafe
onthehillcafe.com is largely invisible to agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach On the Hill Cafe directly, with no marketplace in between. Checked 2026-11-13. Through toast acting for the business. Report a mistake
Hours, from OpenStreetMap · Overture Maps: Mon closed · Tue–Fri 07:00–15:00 · Sat–Sun 08:00–15:00
1431 John Street, 21217 · +1-410-225-9667
Outdoor seating (OpenStreetMap)
Places near On the Hill Cafe that take a booking or an order on their own website, with no marketplace in between.
- Llamas' Corner160 m · bagel
- The Brass Tap400 m · american
- No Land Beyond570 m · american
- Sophomore Coffee900 m · coffee shop
- Ceremony Coffee Roasters1.5 km · coffee shop
The website's grade
AI assistants can't open On the Hill Cafe's website, so they go by what other sites say about it.
25 of 65 points available
agent-readiness level
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. On the Hill Cafe wasn't one of them. See who was named →
How On the Hill Cafe compares
197 of 292 in Baltimore cafes and bars
Top 67% of the sites scanned in this index. Just above: Holiday House F, Leon’s F. Just below: Pfefferkorn's Coffee Inc F, Roll Ice Cream & Coffee F.
| 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 | 93% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 17% | no |
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 259,325 sites | 55% | 24% | 38.5% |
| Sites using Toast 7,521 sites | 73% | 62% | 38.5% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Llamas' Corner bagel, bubble_tea, coffee_shop, tea | 163 m | D | yes |
| The Brass Tap american | 401 m | C | yes |
| Station North Arts Cafe breakfast | 524 m | C | no |
| No Land Beyond american, burger, grill, hot_dog, pizza | 574 m | A | yes |
| Sophomore Coffee coffee_shop | 900 m | D | yes |
| Ceremony Coffee Roasters coffee_shop | 1.5 km | D | yes |
| Coffee Land bagel, breakfast, coffee_shop | 2.0 km | F | no |
| David and Dad’s Cafe & Catering coffee_shop | 2.1 km | C | yes |
| Starbucks coffee_shop | 2.2 km | F | no |
| Common Ground Bakery Café sandwich, coffee_shop, breakfast | 2.5 km | B | yes |
Businesses like On the Hill Cafe 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 WordPress in Baltimore cafes and bars | 63 | 54% | 24% | 38.5% |
| Sites using Toast in Baltimore cafes and bars | 42 | 68% | 57% | 38.5% |
| Sites built with WordPress and using Toast in Baltimore cafes and bars | 4 | 66% | 50% | 38.5% |
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Structured data is incomplete; Booking through an unrecognised third party), the score would be about 95.4%. That would be 2nd of 292 in Baltimore cafes and bars, up from 197th.
What to fix first
- The site turns away every visitor that isn't a browser, AI agents included +25 points
A plain fetch was refused (http_503). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it
- Structured data is incomplete +7 points
Missing: address, telephone, opening hours. How to fix it
- Booking through an unrecognised third party +5 points
Check that the provider keeps your business as the seller of record. 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 There's no robots.txt, which means everything is allowed.
- Structured data found (Organization) no address, phone or hours in it
- Menu or price list is an HTML page Agents can read the items and prices.
- Ordering through toast on your own domain There's no marketplace commission, and the customer stays yours.
- Toast works with agents through its partners Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. 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 · A plain fetch got http_503; a real browser got the page, so the scan continues on the rendered page. · 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