# Khaosan: Agent-Direct Score B (80%)

Site: https://www.thaifoodbrooklyn.com
Report: https://directindex.org/r/thaifoodbrooklyn.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.)
Khaosan is mostly ready for agents.

## Direct links
- Order directly: https://www.toasttab.com/khaosan-128-montague-st/v3/ (through toast acting for the business)
- Phone: +1-347-967-5296

## What to fix first
- **Menu or price list lives on another site.** (+5 points) The link points to seamless.com, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai
- **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

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

```
# Khaosan

> restaurant (thai) in New York. Phone +1-347-967-5296.

## Book or order directly

- Order: https://www.toasttab.com/khaosan-128-montague-st/v3/ (through toast acting for the business)
- Menu: https://www.seamless.com/menu/khaosan-thai-restaurant-128-montague-st-brooklyn/4610176

## Opening hours

Mo-Th 12:00-16:00, 17:00-22:00; Fr-Sa 12:00-16:00, 17:00-22:30; Su 12:00-16:00, 17:00-22:00

## About

- Website: https://www.thaifoodbrooklyn.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).** address, phone, opening hours
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast lets agents act only through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

## Where it stands
1009 of 4270 in New York. Top 24% 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 | 99% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | yes |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: Huge Thai (B, 657 m, https://directindex.org/r/hugethaibrooklyn.com); Lemongrass Grill (C, 672 m, https://directindex.org/r/lemongrassbrooklyn.com); Joya (C, 884 m, https://directindex.org/r/colatvttbdh.tv); Charm Kao (C, 900 m, https://directindex.org/r/iccarapizzeriacoatesville.com); Rua Thai (C, 1120 m, https://directindex.org/r/ruathai.com); Thaism (A, 1355 m, https://directindex.org/r/thaismnyc.com); Sukh (C, 1717 m, https://directindex.org/r/sukhnyc.com); Glin Thai Bistro (C, 1773 m, https://directindex.org/r/glinthaibistro.com); Boran (A, 1853 m, https://directindex.org/r/boranrestaurant.com); Hungry Thirsty (C, 1862 m, https://directindex.org/r/hungrythirstynyc.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 using Toast 74% (62% A or B, 1823 sites); This site 80%.

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

## Businesses like Khaosan in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 80% |
| Using Toast in New York | 324 | 77% | 69% | 80% |

The best of Using Toast in New York: Five Corners Ristorante (A 100%, https://directindex.org/r/fivecornersnewark.com); Kokomo (A 100%, https://directindex.org/r/kokomonyc.com); Tinga Taqueria (A 100%, https://directindex.org/r/tingausa.com); Ainslie (A 95.4%, https://directindex.org/r/ainsliebk.com); Battello (A 95.4%, https://directindex.org/r/battellojc.com).

With the fix above (Menu or price list lives on another site) the score would be about 87.7%: 471st of 4,270 in New York, up from 1009th.

## The direct record
What agents get for Khaosan, as JSON: https://directindex.org/api/direct/thaifoodbrooklyn.com
- Book: none on record
- Order: https://www.toasttab.com/khaosan-128-montague-st/v3/ (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.seamless.com/menu/khaosan-thai-restaurant-128-montague-st-brooklyn/4610176 (external; from the scan)
- Hours: Mo-Th 12:00-16:00, 17:00-22:00; Fr-Sa 12:00-16:00, 17:00-22:30; Su 12:00-16:00, 17:00-22:00 (open now) (from OpenStreetMap)
- Phone: +1-347-967-5296
- Stable links that count: https://directindex.org/go/thaifoodbrooklyn.com/order, https://directindex.org/go/thaifoodbrooklyn.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
- Vendor terms for agents, Toast: Partners only. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 17 | 25 |
| Actionable | 10 | 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/thaifoodbrooklyn.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/thaifoodbrooklyn.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=thaifoodbrooklyn.com&force=1