# Chatterbox: Agent-Direct Score D (53.8%)

Site: https://chatterbox.com.sg/
Report: https://directindex.org/r/chatterbox.com.sg
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.)
Chatterbox is hard for agents to use.

## Direct links
- Book directly: https://www.tablecheck.com/en/chatterbox-singapore/reserve/landing?utm_source=website (through tablecheck acting for the business)
- Phone: +65 68316265

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

## 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": "Chatterbox",
  "url": "https://chatterbox.com.sg/",
  "telephone": "+65 68316265",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Orchard Road 333",
    "postalCode": "238867",
    "addressLocality": "Singapore"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.3020046,
    "longitude": 103.8365078
  },
  "openingHours": "Mo-Fr 11:30-16:30,17:30-22:30; Sa-Su 11:00-16:30,17:30-23:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "11:30",
      "closes": "16:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "17:30",
      "closes": "22:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "11:00",
      "closes": "16:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "17:30",
      "closes": "23:00"
    }
  ],
  "servesCuisine": [
    "singaporean"
  ],
  "acceptsReservations": "https://www.tablecheck.com/en/chatterbox-singapore/reserve/landing?utm_source=website",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.tablecheck.com/en/chatterbox-singapore/reserve/landing?utm_source=website",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Booking through tablecheck on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
292 of 571 in Singapore. Top 51% 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 | 88% | yes |
| Publish the menu or price list as HTML | 97% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 28% | yes |

Nearest places in the index: chi SPACCA Singapore (F, 64 m, https://directindex.org/r/chispacca.com.sg); Lawry's The Prime Rib (A, 66 m, https://directindex.org/r/lawrys.com.sg); XiaoLongKan (D, 148 m, https://directindex.org/r/xiaolongkan.com); やよい軒 (D, 265 m, https://directindex.org/r/yayoiken.com); Aloha Poké (F, 306 m, https://directindex.org/r/alohapoke.com.sg); Royal Host (C, 307 m, https://directindex.org/r/royalhost.com.sg); Saizeriya (C, 387 m, https://directindex.org/r/saizeriya.co.jp); NBCB (F, 394 m, https://directindex.org/r/nbcb.com.sg); The Curry Culture (B, 419 m, https://directindex.org/r/thecurryculture.com.sg); Garrett (C, 452 m, https://directindex.org/r/garrettpopcorn.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 Webflow 59% (26% A or B, 1920 sites); This site 53.8%.

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

## Businesses like Chatterbox in Singapore

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Singapore | 571 | 49% | 34% | 53.8% |
| Built with Webflow in Singapore | 6 | 70% | 67% | 53.8% |
| Using TableCheck in Singapore | 5 | 68% | 40% | 53.8% |
| Built with Webflow and using TableCheck in Singapore | 1 | 54% | 0% | 53.8% |

The best of Using TableCheck in Singapore: Coffee Lounge (B 81.3%, https://directindex.org/r/goodwoodparkhotel.com); Loca Niru (B 76.9%, https://directindex.org/r/locaniru.sg); The Coastal Settlement (C 64.6%, https://directindex.org/r/thecoastalsettlement.com); Osteria Mozza Singapore (C 61.1%, https://directindex.org/r/osteriamozza.com.sg).

With the two fixes above (No structured data for the business; No menu or price list found) the score would be about 87.7%: 22nd of 571 in Singapore, up from 292nd.

## The direct record
What agents get for Chatterbox, as JSON: https://directindex.org/api/direct/chatterbox.com.sg
- Book: https://www.tablecheck.com/en/chatterbox-singapore/reserve/landing?utm_source=website (vendor on own site: TableCheck; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: Mo-Fr 11:30-16:30,17:30-22:30; Sa-Su 11:00-16:30,17:30-23:00 (open now) (from OpenStreetMap)
- Phone: +65 68316265
- Stable links that count: https://directindex.org/go/chatterbox.com.sg/book

## 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, TableCheck: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 0 | 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/chatterbox.com.sg
- 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: yes
- 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

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