# Pakaoma Thai-Lao Diner: Agent-Direct Score A (86.2%)

Site: https://www.pakaomathailao.com/
Report: https://directindex.org/r/pakaomathailao.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.)
Pakaoma Thai-Lao Diner is ready for agents.

## Direct links
- Book directly: https://www.pakaomathailao.com/reservations (on the business's own site)
- Order directly: https://www.pakaomathailao.com/order (on the business's own site)
- Menu: https://www.pakaomathailao.com/menu
- Phone: +1-510-680-5590

## What to fix first
- **Structured data is incomplete.** (+6 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 (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Pakaoma Thai-Lao Diner",
  "url": "https://www.pakaomathailao.com/",
  "telephone": "+1-510-680-5590",
  "email": "pakaoma.thailao@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "San Pablo Avenue 11880",
    "postalCode": "94530",
    "addressLocality": "El Cerrito"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.9293375,
    "longitude": -122.3209891
  },
  "openingHours": "Mo-Su 11:00-14:30, 16:30-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "14:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "16:30",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "thai",
    "lao",
    "isan"
  ],
  "acceptsReservations": "https://www.pakaomathailao.com/reservations",
  "hasMenu": "https://www.pakaomathailao.com/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.pakaomathailao.com/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.pakaomathailao.com/order",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Pakaoma Thai-Lao Diner

> restaurant (thai, lao, isan) in San Pablo Avenue 11880 94530 El Cerrito, San Francisco. Phone +1-510-680-5590.

## Book or order directly

- Book: https://www.pakaomathailao.com/reservations (on the business's own site)
- Order: https://www.pakaomathailao.com/order (on the business's own site)
- Menu: https://www.pakaomathailao.com/menu

## Opening hours

Mo-Su 11:00-14:30, 16:30-21:00

## About

- Website: https://www.pakaomathailao.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.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
172 of 1142 in San Francisco. Top 15% 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% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Los Moles Beer Garden (A, 1065 m, https://directindex.org/r/losmoles.com); Tashi Delek (F, 1199 m, https://directindex.org/r/tashidelekcuisine.online); Wienerschnitzel (C, 1415 m, https://directindex.org/r/wienerschnitzel.com); H&Js (B, 1870 m, https://directindex.org/r/hjsrestaurant.com); Sushi Sho (B, 2063 m, https://directindex.org/r/sushi-sho.com); Sushi matsu (F, 2334 m, https://directindex.org/r/greatsushimatsu.com); Zomsa (A, 2373 m, https://directindex.org/r/zomsaelcerrito.com); Quiznos (B, 2562 m, https://directindex.org/r/quiznos.com); Little Kathmandu (B, 2764 m, https://directindex.org/r/lilkathmandu.com); Anh (B, 3084 m, https://directindex.org/r/anhrestaurantandbar.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 Squarespace 65% (48% A or B, 7098 sites); This site 86.2%.

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

## Businesses like Pakaoma Thai-Lao Diner in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco | 1142 | 50% | 40% | 86.2% |
| Built with Squarespace in San Francisco | 185 | 74% | 67% | 86.2% |

The best of Built with Squarespace in San Francisco: Piatti (A 100%, https://directindex.org/r/piatti.com); The Pawn Shop (A 100%, https://directindex.org/r/thepawnshopsf.com); 54 Mint (A 93.8%, https://directindex.org/r/54mint.com); 7 Mile House Sports Bar & Grill (A 93.8%, https://directindex.org/r/7milehouse.com); Bar Crudo (A 93.8%, https://directindex.org/r/barcrudo.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 15th of 1,142 in San Francisco, up from 172nd.

## The direct record
What agents get for Pakaoma Thai-Lao Diner, as JSON: https://directindex.org/api/direct/pakaomathailao.com
- Book: https://www.pakaomathailao.com/reservations (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://www.pakaomathailao.com/order (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.pakaomathailao.com/menu (html_page; from the scan)
- Hours: Mo-Su 11:00-14:30, 16:30-21:00 (closed now) (from OpenStreetMap)
- Phone: +1-510-680-5590
- Stable links that count: https://directindex.org/go/pakaomathailao.com/book, https://directindex.org/go/pakaomathailao.com/order, https://directindex.org/go/pakaomathailao.com/menu
- Agents and people followed 2 direct links to this business this month (2 by AI agents).

## 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 | 16 | 25 |
| Actionable | 15 | 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/pakaomathailao.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

Deep report: https://directindex.org/r/pakaomathailao.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=pakaomathailao.com&force=1