# Mozzarella di Bufala: Agent-Direct Score A (90%)

Site: https://dibufala.com/
Report: https://directindex.org/r/dibufala.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Mozzarella di Bufala is ready for agents.

## Direct links
- Book directly: https://dibufala.com/-reservations?source=pop_up&spot_id=28566&destination=reservations&promotion=reservations (on the business's own site)
- Order directly: https://order.toasttab.com/online/di-bufala (through toast acting for the business)
- Menu: https://dibufala.com/san-francisco-mozzarella-di-bufala-pizzeria-food-menu
- Phone: +1-415-661-8900

## What to fix first
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing 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.

```
# Mozzarella di Bufala

> restaurant (italian, brazilian, pizza) in West Portal Avenue 69 94127 San Francisco, San Francisco. Phone +1-415-661-8900.

## Book or order directly

- Book: https://dibufala.com/-reservations?source=pop_up&spot_id=28566&destination=reservations&promotion=reservations (on the business's own site)
- Order: https://order.toasttab.com/online/di-bufala (through toast acting for the business)
- Menu: https://dibufala.com/san-francisco-mozzarella-di-bufala-pizzeria-food-menu

## Opening hours

11:00-22:00

## About

- Website: https://dibufala.com/
- 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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
86 of 1142 in San Francisco. Top 8% of the sites scanned in this index.

| What the top tenth 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 | 94% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 48% | yes |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: Little Original Joe's (B, 512 m, https://directindex.org/r/littleoriginaljoes.com); Blaze Pizza (C, 1605 m, https://directindex.org/r/blazepizza.com); SF Hole In The Wall Pizza (A, 2789 m, https://directindex.org/r/sfholeinthewallpizza.com); North Beach Pizza (B, 2884 m, https://directindex.org/r/tv1news.com.au); InoVino (A, 3204 m, https://directindex.org/r/inovinosanfrancisco.com); Venice Pizza (A, 3473 m, https://directindex.org/r/venicesfpizza.com); Little Caesars (F, 3530 m, https://directindex.org/r/littlecaesars.com); Pasta Panino (C, 3547 m, https://directindex.org/r/pastapanino.com); Oz Pizza (C, 3579 m, https://directindex.org/r/ozpizzasf.com); The Sausage Factory (B, 3595 m, https://directindex.org/r/thesausagefactorysf.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites using Toast 74% (62% A or B, 1823 sites); This site 90%.

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

## Businesses like Mozzarella di Bufala in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco | 1142 | 50% | 40% | 90% |
| Using Toast in San Francisco | 134 | 75% | 68% | 90% |

The best of Using Toast in San Francisco: Bar Crudo (A 93.8%, https://directindex.org/r/barcrudo.com); Saap Ver (A 93.8%, https://directindex.org/r/saapver.com); A16 (A 92.3%, https://directindex.org/r/a16pizza.com); Burma Superstar (A 92.3%, https://directindex.org/r/burmasuperstar.com); Casario Ostaria (A 92.3%, https://directindex.org/r/casaroosteria.com).

## The direct record
What agents get for Mozzarella di Bufala, as JSON: https://directindex.org/api/direct/dibufala.com
- Book: https://dibufala.com/-reservations?source=pop_up&spot_id=28566&destination=reservations&promotion=reservations (own site; could not verify: partial (2026-10-14))
- Order: https://order.toasttab.com/online/di-bufala (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://dibufala.com/san-francisco-mozzarella-di-bufala-pizzeria-food-menu (html_page; from the scan)
- Hours: 11:00-22:00 (open now) (from OpenStreetMap)
- Phone: +1-415-661-8900
- Stable links that count: https://directindex.org/go/dibufala.com/book, https://directindex.org/go/dibufala.com/order, https://directindex.org/go/dibufala.com/menu

## 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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/dibufala.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

Deep report: https://directindex.org/r/dibufala.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=dibufala.com&force=1