Cusser's Roast Beef & Seafood
cussersboston.com is partly visible to agents.
Listed by Overture Maps.
Ways to reach Cusser's Roast Beef & Seafood directly, with no marketplace in between. Checked 2026-10-23. Report a mistake
304 Stuart St, 02116-5242, Boston · 6179175193
Places near Cusser's Roast Beef & Seafood that take a booking or an order on their own website, with no marketplace in between.
- BASILE - Fine Italian Kitchen60 m · italian
- Liquid Art House80 m · american
- Grill 23100 m
- The Melting Pot110 m · fondue
- The Stanhope Grille at The Back Bay Hotel160 m · breakfast and brunch
The website's grade
An AI assistant can open Cusser's Roast Beef & Seafood'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.
37 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 Boston and named 35 places. Cusser's Roast Beef & Seafood wasn't one of them. See who was named →
How Cusser's Roast Beef & Seafood compares
737 of 1,411 in Boston
Top 52% of the sites scanned in this index. Just above: Bangkok Pinto C, Beyond Proof C. Just below: Davey the Clown C, Figaro's C.
| 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 | 99% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 57% | no |
| Have an llms.txt | 33% | no |
The top 10% are the 143 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with BentoBox 1,285 sites | 84% | 94% | 56.9% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Viga | 17 m | F | no |
| BASILE - Fine Italian Kitchen italian | 59 m | B | yes |
| Liquid Art House american | 76 m | B | yes |
| Grill 23 | 104 m | C | yes |
| The Melting Pot fondue | 107 m | A | yes |
| The Castle | 125 m | F | no |
| McCormick & Schmick's seafood, steak | 131 m | B | no |
| Precinct Kitchen + Bar | 139 m | F | no |
| Cafe Med mediterranean, greek, lebanese | 139 m | F | no |
| The Stanhope Grille at The Back Bay Hotel breakfast_and_brunch | 157 m | C | yes |
Businesses like Cusser's Roast Beef & Seafood in Boston
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston | 1,411 | 54% | 37% | 56.9% |
| Sites built with BentoBox in Boston | 98 | 85% | 95% | 56.9% |
The best of the sites built with BentoBox in Boston
South A 100% · The Pizza Stop A 100% · 75 Chestnut A 96.3% · Honeygrow A 96.3% · 5 Napkin Burger A 95.4%
After the top fixes
With the three fixes above (No booking or ordering link on the website; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 42nd of 1,411 in Boston, up from 737th.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
What to fix first
- 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
- Structured data is incomplete +3 points
Missing: 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
Send the fixes to your web person
No one is listed yet to fix this in Boston. 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 (FoodEstablishment) address, phone
Builder: bentobox
What to paste
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on bentobox.
Show the code to paste
Structured data (JSON-LD)
Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "FoodEstablishment",
"name": "Cusser's Roast Beef & Seafood",
"url": "http://www.cussersboston.com",
"telephone": "6179175193",
"address": "304 Stuart St, 02116-5242, Boston",
"geo": {
"@type": "GeoCoordinates",
"latitude": 42.349788,
"longitude": -71.070737
}
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Cusser's Roast Beef & Seafood > food establishment in 304 Stuart St, 02116-5242, Boston, Boston. Phone 6179175193. ## About - Website: http://www.cussersboston.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. 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.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/cussersboston.com"><img src="https://directindex.org/badge/cussersboston.com.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
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
What agents get for Cusser's Roast Beef & Seafood
No direct path on record: the scan of 2026-10-23 found no booking or ordering link on cussersboston.com or on a vendor's site. The same record is served as JSON at /api/direct/cussersboston.com, through the MCP tool direct_record and in the city feed /city/boston/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | 6179175193 |
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | no |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | no |
| MCP server card /.well-known/mcp/server-card.json | no |
| Ordering vendor that takes agent orders Square, Toast, or a vendor whose terms allow agents | no |
Level 1 of 5, Basic Web Presence
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |