# MO Kebabs: Agent-Direct Score C (63.1%)

Site: https://mokebabs.com/
Report: https://directindex.org/r/mokebabs.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
MO Kebabs is partly visible to agents.
An AI assistant can open MO Kebabs'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
- Book directly: https://mokebabs.com/reserve-table-at-mokebabs (on the business's own site)
- Phone: +6581188576
- Address: 1187 Upper Serangoon Rd, #01-18 The Midtown, 533971, Singapore

## Nearby, also direct
Places near MO Kebabs that take a booking or an order on their own website, with no marketplace in between.
- Long John Silver's (240 m): https://directindex.org/r/ljsilvers.com
- Old Street Bak Kut Teh (280 m): https://directindex.org/r/oldstreetbakkutteh.com
- Chef's Hats (1.3 km): https://directindex.org/r/chefshats.sg
- Qi Xiang Chicken Pot (1.3 km): https://directindex.org/r/qixiang.sg

## What to fix first
- **No structured data for the business.** (+14 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). Every assistant reads this block first, and 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 page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Ordering through an unrecognised third party.** (no points, but worth doing) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "MO Kebabs",
  "url": "https://mokebabs.com/",
  "telephone": "+6581188576",
  "address": "1187 Upper Serangoon Rd, #01-18 The Midtown, 533971, Singapore",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.37030553,
    "longitude": 103.89495666
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://mokebabs.com/reserve-table-at-mokebabs",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
1061 of 2556 in Singapore. Top 42% 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 | 97% | yes |
| Publish the menu or price list as HTML | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 54% | no |
| Have an llms.txt | 49% | yes |

Nearest places in the index: Long John Silver's (C, 243 m, https://directindex.org/r/ljsilvers.com); Foodies' Garden (C, 268 m, https://directindex.org/r/foodiesclan.sg); Old Street Bak Kut Teh (C, 276 m, https://directindex.org/r/oldstreetbakkutteh.com); D' Laksa (F, 304 m, https://directindex.org/r/dlaksa.com); Bee Cheng Hiang @ Hougang Mall (F, 306 m, https://directindex.org/r/beechenghiang.com.sg); Overly Cheezy (C, 505 m, https://directindex.org/r/overlycheezy.com); Five&2 (F, 663 m, https://directindex.org/r/fiveand2.co); Texas Chicken (D, 1238 m, https://directindex.org/r/texaschicken.com); Chef's Hats (A, 1275 m, https://directindex.org/r/chefshats.sg); Qi Xiang Chicken Pot (C, 1299 m, https://directindex.org/r/qixiang.sg).

## 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 Singapore and named 160 places. MO Kebabs wasn't one of them. See who was named: https://directindex.org/city/singapore/recommended


Compared with its peers: Sites built with GoDaddy Website Builder 36% (9% A or B, 3331 sites); This site 63.1%.

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

## Businesses like MO Kebabs in Singapore

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore | 2556 | 54% | 34% | 63.1% |
| Sites built with GoDaddy Website Builder in Singapore | 25 | 36% | 12% | 63.1% |

The best of the sites built with GoDaddy Website Builder in Singapore: KUBES Indian Restobar (A 85.1%, https://directindex.org/r/kubesdelivery.com); Kozen Sushi Bar & Restaurant (B 73.8%, https://directindex.org/r/kozensushi.com); Summer Hill (B 73.8%, https://directindex.org/r/summerhill.sg); Royal Arabian Mandi (C 67.7%, https://directindex.org/r/royalarabianmandi.com); Eminami Halal Vietnam Pasir Ris (C 63.1%, https://directindex.org/r/eminami.sg).

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 46th of 2,556 in Singapore, up from 1061st.

## The direct record
What agents get for MO Kebabs, as JSON: https://directindex.org/api/direct/mokebabs.com
- Book: https://mokebabs.com/reserve-table-at-mokebabs (own site; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +6581188576
- Stable links that count: https://directindex.org/go/mokebabs.com/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): 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 | 1 | 25 |
| Actionable | 15 | 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/mokebabs.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: 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

Keep watching this business (https://directindex.org/r/mokebabs.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/mokebabs.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=mokebabs.com&force=1