# HL Peninsula Restaurant: Agent-Direct Score C (61.5%)

Site: https://www.hlpeninsula.com/
Report: https://directindex.org/r/hlpeninsula.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
HL Peninsula Restaurant is partly visible to agents.

## Direct links
- Menu: https://www.hlpeninsula.com/new-year-dinner
- Phone: +1 650 616 8168

## What to fix first, by points
- **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

Structured data, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "HL Peninsula Restaurant",
  "url": "https://www.hlpeninsula.com/",
  "telephone": "+1 650 616 8168",
  "email": "southsf@hlpeninsula.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Dubuque Avenue 608",
    "postalCode": "94080"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.657468,
    "longitude": -122.4052884
  },
  "openingHours": "Mo-Fr 10:30-14:30, Sa-Su 09:45-14:15, Mo-Su 17:00-21:30",
  "servesCuisine": [
    "chinese"
  ],
  "hasMenu": "https://www.hlpeninsula.com/new-year-dinner"
}
</script>
```

llms.txt draft:

```
# HL Peninsula Restaurant

> restaurant (chinese) in Dubuque Avenue 608 94080, San Francisco. Phone +1 650 616 8168.

## Book or order directly

- Menu: https://www.hlpeninsula.com/new-year-dinner

## Opening hours

Mo-Fr 10:30-14:30, Sa-Su 09:45-14:15, Mo-Su 17:00-21:30

## About

- Website: https://www.hlpeninsula.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 (LocalBusiness).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
Rank 566 of 1261 in San Francisco (top 45%).

| What the top tenth 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 | 50% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Flavas Jamaican Grill (D, 441 m, https://directindex.org/r/flavasjamaicangrill.com); Dunkin' Donuts (F, 890 m, https://directindex.org/r/dunkindonuts.com); Popeyes (F, 910 m, https://directindex.org/r/popeyesuk.com); 47 Hills Brewing Company (B, 1642 m, https://directindex.org/r/47hillsbrewingcompany.com); Costco Food Court (C, 1750 m, https://directindex.org/r/costco.com); Pizza Hut (B, 2379 m, https://directindex.org/r/pizzahut.com); Sourdough & Co. (B, 2382 m, https://directindex.org/r/sourdoughandco.com); Na Na's Kitchen (B, 2763 m, https://directindex.org/r/squishystore.nl).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites built with Squarespace average 64% (46% A or B, 6916 sites); this site 61.5%.

What an AI agent reads on this site: https://directindex.org/r/hlpeninsula.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 15 | 25 |
| actionable | 0 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/hlpeninsula.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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=hlpeninsula.com&force=1