Coach House
mdparty.com is largely invisible to agents.
Listed by Overture Maps.
Ways to reach Coach House directly, with no marketplace in between. Checked 2026-11-13. Report a mistake
6605 Belair Rd, Baltimore 21206 · +14102545679
Places near Coach House that take a booking or an order on their own website, with no marketplace in between.
- Frank's Pizza & Pasta50 m · pizza
- New Chef60 m · chinese
- Pizza Hut Express170 m · pizza
- Killa Dogz800 m · hot dog
- Valentino's Restaurant2 km · italian
The website's grade
Some AI assistants are turned away by Coach House's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.
18 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 22 everyday questions about Baltimore and named 91 places. Coach House wasn't one of them. See who was named →
How Coach House compares
711 of 873 in Baltimore
Top 81% of the sites scanned in this index. Just above: La Scala F, Kona Grill F. Just below: Papi's Taco Joint F, Raw & Refined 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 | 90% | no |
| 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 |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Frank's Pizza & Pasta pizza, pasta | 53 m | C | yes |
| New Chef chinese | 60 m | A | yes |
| Overlea Diner diner | 99 m | F | no |
| Pizza Hut Express pizza | 169 m | C | yes |
| Killa Dogz hot_dog | 803 m | D | yes |
| Valentino's Restaurant italian | 2.0 km | A | yes |
| Shekinah Glory African Restaurant west_african | 2.0 km | F | no |
| Harford Seafood Market seafood | 2.1 km | D | no |
| Chesapeake Vending Products | 2.1 km | F | no |
| Giovanna's Italian Kitchen italian | 2.1 km | F | no |
Businesses like Coach House in Baltimore
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Baltimore | 873 | 55% | 38% | 27.7% |
After the top fixes
With the three fixes above (No structured data for the business; No booking or ordering link on the website; robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User), the score would be about 84.6%. That would be 135th of 873 in Baltimore, up from 711th.
What to fix first
- 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
- No booking or ordering link on the website +13 points
There's only a phone number or WhatsApp, and agents can't use those yet. 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. How to fix it
- robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User +10 points
These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. 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
- 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
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
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
Builder: unknown · 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