# Swan Exotic Thai Restaurant: Agent-Direct Score A (89.2%)

Site: https://swanexoticthaitogo.com/
Report: https://directindex.org/r/swanexoticthaitogo.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Swan Exotic Thai Restaurant is ready for agents.
An AI assistant can open Swan Exotic Thai Restaurant's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://swanexoticthaitogo.com/order/ (on the business's own site)
- Phone: 8183086404
- Address: 12728 Sherman Way, 91605, North Hollywood

## Nearby, also direct
Places near Swan Exotic Thai Restaurant that take a booking or an order on their own website, with no marketplace in between.
- Gourmet City Seafood Buffet (170 m): https://directindex.org/r/gourmetcityseafoodbuffet.com
- El Hatuchay (290 m): https://directindex.org/r/elhatuchay.com
- Cilantro Mexican Grill (530 m): https://directindex.org/r/cilantromexican.com

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **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

## Fix kit: What to paste

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

```
# Swan Exotic Thai Restaurant

> restaurant (pan asian) in 12728 Sherman Way, 91605, North Hollywood, Los Angeles. Phone 8183086404.

## Book or order directly

- Order: https://swanexoticthaitogo.com/order/ (on the business's own site)

## About

- Website: https://swanexoticthaitogo.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
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
467 of 4566 in Los Angeles. Top 10% 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 | 100% | yes |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 59% | yes |
| Have an llms.txt | 38% | no |

Nearest places in the index: Gourmet City Seafood Buffet (B, 169 m, https://directindex.org/r/gourmetcityseafoodbuffet.com); Paapaiii Bbq - NoHo (C, 171 m, https://directindex.org/r/paapaiiibbq.com); Kabab Kabab (F, 185 m, https://directindex.org/r/kababkabab.net); Tacos El Zorro (D, 279 m, https://directindex.org/r/tacoselzorro.com); El Hatuchay (D, 291 m, https://directindex.org/r/elhatuchay.com); New Pho 999 (F, 361 m, https://directindex.org/r/pho.com); Bua Siam (C, 408 m, https://directindex.org/r/buasiamnoho.com); New China Restaurant (F, 428 m, https://directindex.org/r/mynewchina.com); Sanamluang Café N. Hollywood (F, 488 m, https://directindex.org/r/californiabeaches.com); Cilantro Mexican Grill (B, 532 m, https://directindex.org/r/cilantromexican.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 Los Angeles and named 154 places. Swan Exotic Thai Restaurant wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


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

## Businesses like Swan Exotic Thai Restaurant in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4566 | 50% | 32% | 89.2% |

The best of the businesses of the same kind in Los Angeles: A Votre Sante (A 100%, https://directindex.org/r/avotresantela.com); ADRIANS TACOS (A 100%, https://directindex.org/r/adrianstacos.online); Aki Shabu (A 100%, https://directindex.org/r/akishabu.com); Alessandro's Pizza (A 100%, https://directindex.org/r/alessandropizzaitalian.com); Amalia's (A 100%, https://directindex.org/r/amaliasrestaurant.com).

With the fix above (No menu or price list found), the score would be about 100%, which would be first of 4,566 in Los Angeles.

## The direct record
What agents get for Swan Exotic Thai Restaurant, as JSON: https://directindex.org/api/direct/swanexoticthaitogo.com
- Book: none on record
- Order: https://swanexoticthaitogo.com/order/ (own site; found by the scan of 2026-10-23, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: 8183086404
- Stable links that count: https://directindex.org/go/swanexoticthaitogo.com/order

## 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 | 18 | 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/swanexoticthaitogo.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/swanexoticthaitogo.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/swanexoticthaitogo.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=swanexoticthaitogo.com&force=1