# Untable: Agent-Direct Score D (44.6%)

Site: https://www.untablebrooklyn.com
Report: https://directindex.org/r/untablebrooklyn.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Untable is hard for agents to use.
Some AI assistants are turned away by the website of Untable. What Untable offers is in a PDF or an image, which assistants read poorly. It finds a way to book or order directly, through Toast.

## Direct links
- Order directly: https://tables.toasttab.com/restaurants/658a4e41-40c0-4746-8959-4204f0c7d2ba/findTime?fbclid=IwY2xjawF3bDJleHRuA2FlbQIxMAABHf_lCZeh5zyB8fu3eKXnU7bjTWELLt12obh-nbchO-eSh3_8_ulOSN4Apg_aem_RqZJQ8_cOHXeY9LNfsQseg (through toast acting for the business)
- Menu: https://www.untablebrooklyn.com/_files/ugd/638d6c_aa5d161ba9834ec08ef73c6efb993dc9.pdf
- Phone: +1-347-529-4974

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+10 points) Live fetches as GPTBot (cloudflare_challenge), ClaudeBot (cloudflare_challenge), PerplexityBot (cloudflare_challenge) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. 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

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": "Untable",
  "url": "https://www.untablebrooklyn.com",
  "telephone": "+1-347-529-4974",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6835849,
    "longitude": -73.9994989
  },
  "openingHours": "Mo-Tu 12:00-15:00,17:00-21:30; Fr-Sa 12:00-15:00,17:00-22:00; Su 12:00-15:00,17:00-21:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday"
      ],
      "opens": "12:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday"
      ],
      "opens": "17:00",
      "closes": "21:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "17:00",
      "closes": "21:30"
    }
  ],
  "servesCuisine": [
    "thai"
  ],
  "hasMenu": "https://www.untablebrooklyn.com/_files/ugd/638d6c_aa5d161ba9834ec08ef73c6efb993dc9.pdf",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://tables.toasttab.com/restaurants/658a4e41-40c0-4746-8959-4204f0c7d2ba/findTime?fbclid=IwY2xjawF3bDJleHRuA2FlbQIxMAABHf_lCZeh5zyB8fu3eKXnU7bjTWELLt12obh-nbchO-eSh3_8_ulOSN4Apg_aem_RqZJQ8_cOHXeY9LNfsQseg",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Untable

> restaurant (thai) in New York. Phone +1-347-529-4974.

## Book or order directly

- Order: https://tables.toasttab.com/restaurants/658a4e41-40c0-4746-8959-4204f0c7d2ba/findTime?fbclid=IwY2xjawF3bDJleHRuA2FlbQIxMAABHf_lCZeh5zyB8fu3eKXnU7bjTWELLt12obh-nbchO-eSh3_8_ulOSN4Apg_aem_RqZJQ8_cOHXeY9LNfsQseg (through toast acting for the business)
- Menu: https://www.untablebrooklyn.com/_files/ugd/638d6c_aa5d161ba9834ec08ef73c6efb993dc9.pdf

## Opening hours

Mo-Tu 12:00-15:00,17:00-21:30; Fr-Sa 12:00-15:00,17:00-22:00; Su 12:00-15:00,17:00-21:30

## About

- Website: https://www.untablebrooklyn.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.** There is no robots.txt, which allows everything.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast works with agents 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 may not finish the step there; a direct path on your own domain works for all of them.

## Since the scan of 2026-10-14 (F then)
- Fixed: The site could not be read at all
- New: The server turned AI crawlers away at the door; No structured data for the business; Menu was a PDF; No llms.txt

## Where it stands
2605 of 3788 in New York. Top 69% 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% | no |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 14% | no |

Nearest places with a similar menu: Thaism (A, 522 m, https://directindex.org/r/thaismnyc.com); Boran (A, 609 m, https://directindex.org/r/boranrestaurant.com); Rua Thai (C, 646 m, https://directindex.org/r/ruathai.com); Hungry Thirsty (C, 689 m, https://directindex.org/r/hungrythirstynyc.com); Lemongrass Grill (C, 783 m, https://directindex.org/r/lemongrassbrooklyn.com); Huge Thai (B, 827 m, https://directindex.org/r/hugethaibrooklyn.com); Charm Kao (C, 1276 m, https://directindex.org/r/iccarapizzeriacoatesville.com); Khaosan (B, 1307 m, https://directindex.org/r/thaifoodbrooklyn.com); Tong Dee (F, 1786 m, https://directindex.org/r/tongdeethai.com); Sukh (C, 1992 m, https://directindex.org/r/sukhnyc.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 Wix 58% (35% A or B, 3255 sites); Sites using Toast 74% (63% A or B, 1884 sites); This site 44.6%.

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

## Businesses like Untable in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 3788 | 55% | 41% | 44.6% |
| Sites built with Wix in New York | 187 | 60% | 33% | 44.6% |
| Sites using Toast in New York | 328 | 75% | 66% | 44.6% |
| Sites built with Wix and using Toast in New York | 34 | 63% | 44% | 44.6% |

The best of the sites built with Wix and using Toast in New York: Massawa (A 95.4%, https://directindex.org/r/massawanyc.com); Piccoli Trattoria (A 87.7%, https://directindex.org/r/piccoliny.com); The Belgian Plate (A 87.7%, https://directindex.org/r/wixstudio.com); The Queensboro (A 87.7%, https://directindex.org/r/thequeensboro.com); Bella Luna Restaurant (B 83.1%, https://directindex.org/r/bellalunanyc.com).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; Menu or price list is a PDF) the score would be about 87.7%: 424th of 3,788 in New York, up from 2605th.

## The direct record
What agents get for Untable, as JSON: https://directindex.org/api/direct/untablebrooklyn.com
- Book: none on record
- Order: https://tables.toasttab.com/restaurants/658a4e41-40c0-4746-8959-4204f0c7d2ba/findTime?fbclid=IwY2xjawF3bDJleHRuA2FlbQIxMAABHf_lCZeh5zyB8fu3eKXnU7bjTWELLt12obh-nbchO-eSh3_8_ulOSN4Apg_aem_RqZJQ8_cOHXeY9LNfsQseg (vendor on own site: Toast; found by the scan of 2026-10-15, not yet tested)
- Menu: https://www.untablebrooklyn.com/_files/ugd/638d6c_aa5d161ba9834ec08ef73c6efb993dc9.pdf (pdf; from the scan)
- Hours: Mo-Tu 12:00-15:00,17:00-21:30; Fr-Sa 12:00-15:00,17:00-22:00; Su 12:00-15:00,17:00-21:30 (closed now) (from OpenStreetMap)
- Phone: +1-347-529-4974
- Stable links that count: https://directindex.org/go/untablebrooklyn.com/order, https://directindex.org/go/untablebrooklyn.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 (Toast): yes
- Vendor terms for agents, Toast: Through 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/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 15 | 25 |
| Readable | 4 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/untablebrooklyn.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: no

Keep watching this business (https://directindex.org/r/untablebrooklyn.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/untablebrooklyn.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=untablebrooklyn.com&force=1