Bar Bambino
barbambino.com is mostly ready for agents.
Listed by Overture Maps.
Ways to reach Bar Bambino directly, with no marketplace in between. Checked 2026-10-24. Report a mistake
2931 16th St, 94103, San Francisco · (415) 701-8466
Places near Bar Bambino that take a booking or an order on their own website, with no marketplace in between.
- Delfina670 m · italian
- Flour and Water Pasta Shop910 m · italian
- The Rustic - San Francisco950 m · italian
- Tavola Rustica950 m · italian
- Rich Table1.2 km · italian
The website's grade
An AI assistant can open Bar Bambino's website. It can read what Bar Bambino offers. It finds a way to book or order directly, through urldefense.com.
54 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 San Francisco and named 113 places. Bar Bambino wasn't one of them. See who was named →
How Bar Bambino compares
363 of 2,392 in San Francisco
Top 15% of the sites scanned in this index. Just above: Destino B, AK Subs B. Just below: Blue Plate B, Brasa Bros B.
| 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 | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 25% | no |
The top 10% are the 244 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 2,256 sites | 80% | 86% | 83.1% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Locanda italian | 322 m | F | no |
| Plin italian | 517 m | F | no |
| Delfina italian, pizza | 666 m | B | yes |
| Flour + Water italian | 857 m | C | no |
| Flour and Water Pasta Shop italian | 910 m | B | yes |
| Heirloom Cafe italian | 931 m | C | no |
| The Rustic - San Francisco italian | 951 m | B | yes |
| Tavola Rustica italian | 953 m | B | yes |
| Tosca Cafe Summer at St. Joe's italian | 1.0 km | F | no |
| Rich Table italian | 1.2 km | B | yes |
Businesses like Bar Bambino in San Francisco
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2,392 | 49% | 32% | 83.1% |
| Sites built with BentoBox in San Francisco | 93 | 84% | 92% | 83.1% |
The best of the sites built with BentoBox in San Francisco
Asian Box A 100% · Flores A 100% · Gott's SF Ferry Building A 100% · Roam Artisan Burgers A 100% · Gott's Roadside A 96.3%
After the top fixes
With the two fixes above (Booking through an unrecognised third party; Structured data is incomplete), the score would be about 100%, which would be first of 2,392 in San Francisco.
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
- Booking through an unrecognised third party +9 points
Check that the provider keeps your business as the seller of record. How to fix it
- Structured data is incomplete +2 points
Missing: telephone. 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 San Francisco. 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, opening hours
- Menu or price list is an HTML page Agents can read the items and prices.
Builder: bentobox · contact page /contact/: nothing new; menu page /menus/: menu schema
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": "Bar Bambino",
"url": "http://barbambino.com/",
"telephone": "(415) 701-8466",
"address": "2931 16th St, 94103, San Francisco",
"geo": {
"@type": "GeoCoordinates",
"latitude": 37.76504576806311,
"longitude": -122.4183139750801
}
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Bar Bambino > food establishment (italian) in 2931 16th St, 94103, San Francisco, San Francisco. Phone (415) 701-8466. ## Book or order directly - Menu: https://www.barbambino.com/menus/ ## About - Website: http://barbambino.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/barbambino.com"><img src="https://directindex.org/badge/barbambino.com.svg" alt="Agent-Direct Score B" 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 Bar Bambino
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/barbambino.com, through the MCP tool direct_record and in the city feed /city/san-francisco/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | www.barbambino.com/menus/ html_page | from the scan |
| Hours | none on record | |
| Phone | (415) 701-8466 |
Stable links that count: /go/barbambino.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
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 |
Found one hop past the home page: menu page /menus/: menu schema.
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 |