Vinny's Cafe
vinnyscafebaltimore.com is largely invisible to agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach Vinny's Cafe directly, with no marketplace in between. Checked 2026-11-13. Through toast acting for the business. Report a mistake
6212 Holabird Avenue, Baltimore, MD 21224-6121 · +1 410-633-7763
Places near Vinny's Cafe that take a booking or an order on their own website, with no marketplace in between.
- Jimmy's Famous Seafood450 m · seafood
- Soprano's Pizza690 m · pizza
- Urban Hot Chicken1.4 km · chicken
- Wendy's1.7 km · burger
- Seasons Pizza1.7 km · pizza
The website's grade
AI assistants can't open Vinny's Cafe's website, so they go by what other sites say about it.
18 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 22 everyday questions about Baltimore and named 91 places. Vinny's Cafe wasn't one of them. See who was named →
How Vinny's Cafe compares
716 of 873 in Baltimore
Top 82% of the sites scanned in this index. Just above: Shoyou Sushi F, Steak Buster F. Just below: Zaatar Mediterranean Cuisine F, Jamba 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 | 90% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | no |
| Structured data with address, phone and hours | 65% | no |
| Have an llms.txt | 34% | no |
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Toast 7,521 sites | 73% | 62% | 27.7% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Jimmy's Famous Seafood seafood | 446 m | A | yes |
| Soprano's Pizza pizza | 685 m | C | yes |
| Don Chago’s mexican | 1.1 km | F | no |
| Gigi's Wagon | 1.1 km | F | no |
| Urban Hot Chicken chicken | 1.4 km | B | yes |
| Shawarma & Pizza N' Kebab french | 1.6 km | F | no |
| Wendy's burger | 1.7 km | C | yes |
| Seasons Pizza pizza | 1.7 km | B | yes |
| Broadway Dinner | 1.7 km | F | no |
| Nékter Juice Bar juice | 1.7 km | B | yes |
Businesses like Vinny's Cafe in Baltimore
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Baltimore | 873 | 55% | 38% | 27.7% |
| Sites using Toast in Baltimore | 153 | 72% | 59% | 27.7% |
After the top fixes
With the two fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business), the score would be about 87.7%. That would be 85th of 873 in Baltimore, up from 716th.
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 (TimeoutError: The operation was aborted due to timeout). 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
- No structured data for the business +14 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
Send the fixes to your web person
No one is listed yet to fix this in Baltimore. 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.
- 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: unknown · A plain fetch got TimeoutError: The operation was aborted due to timeout; 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