# Hamburger Project: Agent-Direct Score A (86.3%)

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

## Direct links
- Book directly: https://hamburgerproject.com/reservations# (on the business's own site)
- Order directly: https://order.toasttab.com/online/hamburgerproject# (through toast acting for the business)
- Menu: https://hamburgerproject.com/food-menu
- Phone: 4158171944

## 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.

```
# Hamburger Project

> fast food restaurant (burger) in Divisadero Street 808 94117 San Francisco, San Francisco. Phone 4158171944.

## Book or order directly

- Book: https://hamburgerproject.com/reservations# (on the business's own site)
- Order: https://order.toasttab.com/online/hamburgerproject# (through toast acting for the business)
- Menu: https://hamburgerproject.com/food-menu

## Opening hours

Mo-Fr 12:00-22:30; Sa-Su 11:00-22:30

## About

- Website: https://hamburgerproject.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
146 of 1142 in San Francisco. Top 13% 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: Flippin' Burger (D, 1038 m, https://directindex.org/r/eatatflippinburger.com); Super Duper Burgers (A, 1500 m, https://directindex.org/r/superduperburgers.com); Los Hermanos Taqueria (B, 2063 m, https://directindex.org/r/loshermanosonline.com); Flipper's Gourmet Burgers (F, 2115 m, https://directindex.org/r/flippersgourmetburger.com); Bandit (B, 2314 m, https://directindex.org/r/banditsf.com); El Burger (D, 2315 m, https://directindex.org/r/elburgersf.com); Pearl's Deluxe Burgers (C, 2450 m, https://directindex.org/r/pearlsdeluxe.com); heist (F, 2499 m, https://directindex.org/r/heistsf.com); AK Subs (B, 2617 m, https://directindex.org/r/aksubs.net); Carl's Jr. (A, 2699 m, https://directindex.org/r/carlsjr.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% (63% A or B, 1884 sites); This site 86.3%.

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

## Businesses like Hamburger Project in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco | 1142 | 50% | 40% | 86.3% |
| Using Toast in San Francisco | 134 | 75% | 68% | 86.3% |

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 Hamburger Project, as JSON: https://directindex.org/api/direct/hamburgerproject.com
- Book: https://hamburgerproject.com/reservations# (own site; could not verify: partial (2026-10-14))
- Order: https://order.toasttab.com/online/hamburgerproject# (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://hamburgerproject.com/food-menu (html_page; from the scan)
- Hours: Mo-Fr 12:00-22:30; Sa-Su 11:00-22:30 (open now) (from OpenStreetMap)
- Phone: 4158171944
- Stable links that count: https://directindex.org/go/hamburgerproject.com/book, https://directindex.org/go/hamburgerproject.com/order, https://directindex.org/go/hamburgerproject.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 | 22 | 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/hamburgerproject.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/hamburgerproject.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=hamburgerproject.com&force=1