# Le's Banh Mi: Agent-Direct Score A (86.2%)

Site: https://www.lesbanhmi808.com
Report: https://directindex.org/r/lesbanhmi808.com
Scanned: 2026-11-12 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Le's Banh Mi is ready for agents.
An AI assistant can open Le's Banh Mi's website. It can read what Le's Banh Mi offers. It finds a way to book or order directly, through beluga.kitchen.

## Direct links
- Menu: https://www.lesbanhmi808.com/
- Phone: +18082273066
- Address: 808 Sheridan St Suite 306 Third floor, Honolulu 96814
- Hours, from lesbanhmi808.com: Mon closed; Tue–Sun 07:00–16:00
- Prices: 12 prices on the site, the middle one $12.00

## Nearby, also direct
Places near Le's Banh Mi that take a booking or an order on their own website, with no marketplace in between.
- An Di Dzo (1.2 km): https://directindex.org/r/andidzohawaii.com
- Pho 777 Vietnamese Restaurant (1.3 km): https://directindex.org/r/thefoodygram.com
- Rock and Rolls (1.3 km): https://directindex.org/r/rock-rolls.com
- 1938 Indochine (2.1 km): https://directindex.org/r/1938indochine.com

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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

## What the site tells visitors (Measured, not scored)
- **12 prices on the landing page, the middle one $12.00.** 

## Fix kit: What to paste

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

```
# Le's Banh Mi

> restaurant (vietnamese) in 808 Sheridan St Suite 306 Third floor, Honolulu 96814, Honolulu. Phone +18082273066.

## Book or order directly

- Menu: https://www.lesbanhmi808.com/

## Opening hours

Tu-Su 07:00-16:00

## About

- Website: https://www.lesbanhmi808.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 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
- **Menu or price list with prices on the page.** Agents can read the items and prices.

## Where it stands
88 of 835 in Honolulu. Top 11% 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 | 99% | no |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 57% | yes |
| Have an llms.txt | 36% | no |

Nearest places with a similar menu: Pate - Vietnamese Cuisine (D, 277 m, https://directindex.org/r/patehi.com); Pho One (F, 619 m, https://directindex.org/r/food93.com); Mama Pho (F, 670 m, https://directindex.org/r/mamapho.biz); Little Cafe Siam (B, 696 m, https://directindex.org/r/alamoanacenter.com); An Di Dzo (A, 1170 m, https://directindex.org/r/andidzohawaii.com); Pho 777 Vietnamese Restaurant (C, 1253 m, https://directindex.org/r/thefoodygram.com); Rock and Rolls (B, 1314 m, https://directindex.org/r/rock-rolls.com); Cafe Anasia (F, 1667 m, https://directindex.org/r/mmamania.com); Insomnia (F, 1969 m, https://directindex.org/r/insomnia.com); 1938 Indochine (B, 2068 m, https://directindex.org/r/1938indochine.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.

The assistants were asked 22 everyday questions about Honolulu and named 105 places. Le's Banh Mi wasn't one of them. See who was named: https://directindex.org/city/honolulu/recommended


See what an AI agent reads on this site: https://directindex.org/r/lesbanhmi808.com/agent-view

## Businesses like Le's Banh Mi in Honolulu

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Honolulu | 835 | 54% | 34% | 86.2% |

The best of the businesses of the same kind in Honolulu: Aloha Bento (A 100%, https://directindex.org/r/currentshi.com); Mezzo (A 100%, https://directindex.org/r/mezzobistrohawaii.com); Seasons (A 100%, https://directindex.org/r/seasonseateryhi.com); Sunshine&Pineapple Cafe (A 100%, https://directindex.org/r/sunshineandpineapple.com); Yama's Fish Market (A 100%, https://directindex.org/r/yamasfishmarket.com).

With the fix above (Ordering through an unrecognised third party), the score would be about 100%, which would be first of 835 in Honolulu.

## The direct record
What agents get for Le's Banh Mi, as JSON: https://directindex.org/api/direct/lesbanhmi808.com
- Book: none on record
- Order: none on record
- Menu: https://www.lesbanhmi808.com/ (html_inline; from the scan)
- Hours: Tu-Su 07:00-16:00 (closed now) (from lesbanhmi808.com)
- Phone: +18082273066
- Stable links that count: https://directindex.org/go/lesbanhmi808.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): 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 6 | 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/lesbanhmi808.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/lesbanhmi808.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/lesbanhmi808.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=lesbanhmi808.com&force=1