# Le Sandwich: Agent-Direct Score B (75.4%)

Site: https://www.lesandwichsf.com
Report: https://directindex.org/r/lesandwichsf.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Le Sandwich is mostly ready for agents.

## Direct links
- Menu: https://www.lesandwichsf.com/menus
- Phone: +1 415-947-7137

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## 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.

## Where it stands
316 of 1142 in San Francisco. Top 28% 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% | no |
| 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% | yes |

Nearest places with a similar menu: Freddie's Sandwiches (C, 415 m, https://directindex.org/r/orderfreddiessandwiches.com); The Franciscan (A, 850 m, https://directindex.org/r/franciscanrestaurant.com); Sai's Vietnamese Restaurant (C, 925 m, https://directindex.org/r/saisvietnameserestaurant.com); Blue Mermaid (B, 956 m, https://directindex.org/r/argonauthotel.com); Hot Sauce and Panko (C, 958 m, https://directindex.org/r/hotsauceandpanko.com); Jimmy John's (F, 1542 m, https://directindex.org/r/jimmyjohns.com); heist (F, 1549 m, https://directindex.org/r/heistsf.com); Bun Mee (C, 1680 m, https://directindex.org/r/bunmee.co); The Sentinel (B, 1761 m, https://directindex.org/r/thesentinelsf.com); The Bird (A, 1923 m, https://directindex.org/r/thebirdsf.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 built with Wix 58% (35% A or B, 3255 sites); This site 75.4%.

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

## Businesses like Le Sandwich in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco | 1142 | 50% | 40% | 75.4% |
| Built with Wix in San Francisco | 47 | 75% | 68% | 75.4% |

The best of Built with Wix in San Francisco: Vega (A 95.4%, https://directindex.org/r/vegapizzasf.com); Cugini (A 90.8%, https://directindex.org/r/cuginirestaurant.com); Homeroom (A 90.8%, https://directindex.org/r/homeroom510.com); Yakiniku Shodai (A 90.8%, https://directindex.org/r/shodaisf.com); Copper Chimney Indian Restaurant (A 90.3%, https://directindex.org/r/wpcopperchimney.com).

With the fix above (No booking or ordering path at all) the score would be about 95.4%: 15th of 1,142 in San Francisco, up from 316th.

## The direct record
What agents get for Le Sandwich, as JSON: https://directindex.org/api/direct/lesandwichsf.com
- Book: none on record
- Order: none on record
- Menu: https://www.lesandwichsf.com/menus (html_page; from the scan)
- Hours: Mo-Sa 09:00-15:00 (closed now) (from OpenStreetMap)
- Phone: +1 415-947-7137
- Stable links that count: https://directindex.org/go/lesandwichsf.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 | 2 | 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/lesandwichsf.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: yes
- 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/lesandwichsf.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=lesandwichsf.com&force=1