# Boba & Brew: Agent-Direct Score A (89.2%)

Site: https://www.boba-brew.com/?utm_source=bing&utm_medium=websiteurl&utm_campaign=search
Report: https://directindex.org/r/boba-brew.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Boba & Brew is ready for agents.
An AI assistant can open Boba & Brew's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://www.boba-brew.com/order (on the business's own site)
- Phone: 4155483530
- Address: 250 Main St, 94105, San Francisco

## Nearby, also direct
Places near Boba & Brew that take a booking or an order on their own website, with no marketplace in between.
- The Crossing at East Cut (50 m): https://directindex.org/r/theeastcut.org
- The Lightbox Café (120 m): https://directindex.org/r/thelightboxcafe.com
- Tacolicious (210 m): https://directindex.org/r/tacolicious.com
- Specialty's Cafe & Bakery (240 m): https://directindex.org/r/specialtys.com
- Barebottle Brew Co. (250 m): https://directindex.org/r/barebottle.com

## What to fix first
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **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. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

llms.txt. Save as /llms.txt at the root of the site.

```
# Boba & Brew

> restaurant in 250 Main St, 94105, San Francisco, San Francisco cafes and bars. Phone 4155483530.

## Book or order directly

- Order: https://www.boba-brew.com/order (on the business's own site)

## About

- Website: https://www.boba-brew.com/?utm_source=bing&utm_medium=websiteurl&utm_campaign=search
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## 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 (Restaurant).** address, phone, opening hours
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
37 of 1039 in San Francisco cafes and bars. Top 4% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | yes |
| Publish the menu or price list as HTML | 85% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 33% | yes |
| Have an llms.txt | 25% | no |

Nearest places in the index: The Crossing at East Cut (B, 51 m, https://directindex.org/r/theeastcut.org); The Lightbox Café (D, 117 m, https://directindex.org/r/thelightboxcafe.com); Tacolicious (A, 207 m, https://directindex.org/r/tacolicious.com); SOMA Eats (F, 216 m, https://directindex.org/r/somacleanersvalet.com); Specialty's Cafe & Bakery (C, 237 m, https://directindex.org/r/specialtys.com); Barebottle Brew Co. (B, 247 m, https://directindex.org/r/barebottle.com); Happy Lemon (D, 283 m, https://directindex.org/r/happylemonusa.com); 83 Proof (F, 354 m, https://directindex.org/r/83proof.com); Camille's Sidewalk Cafe (C, 387 m, https://directindex.org/r/camillescafe.com); ¡Venga! Empanadas (B, 388 m, https://directindex.org/r/vengaempanadas.com).

## What assistants answer
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.


See what an AI agent reads on this site: https://directindex.org/r/boba-brew.com/agent-view

## Businesses like Boba & Brew in San Francisco cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco cafes and bars | 1039 | 48% | 24% | 89.2% |

The best of the businesses of the same kind in San Francisco cafes and bars: Daily Grill (A 100%, https://directindex.org/r/dailygrill.com); The Green Heron (A 100%, https://directindex.org/r/greenheronsf.com); Hardwood Bar and Smokery (A 96.9%, https://directindex.org/r/hardwoodsf.com); Bluestone Lane (A 96.3%, https://directindex.org/r/bluestonelane.com); Boudin (A 96.3%, https://directindex.org/r/boudinbakery.com).

With the fix above (No menu or price list found), the score would be about 100%, which would be first of 1,039 in San Francisco cafes and bars.

## The direct record
What agents get for Boba & Brew, as JSON: https://directindex.org/api/direct/boba-brew.com
- Book: none on record
- Order: https://www.boba-brew.com/order (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: 4155483530
- Stable links that count: https://directindex.org/go/boba-brew.com/order

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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: booking page /order: business JSON-LD, address, telephone, opening hours, menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 18 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/boba-brew.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/boba-brew.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/boba-brew.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=boba-brew.com&force=1