# TWO SONS On The Park @ KLCC: Agent-Direct Score B (70.8%)

Site: http://www.twosonsbistro.com/
Report: https://directindex.org/r/twosonsbistro.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.)
TWO SONS On The Park @ KLCC is mostly ready for agents.
An AI assistant can open TWO SONS On The Park @ KLCC's website. It can read what TWO SONS On The Park @ KLCC offers. It finds a way to book or order directly, through reserve.oddle.me.

## Direct links
- Menu: https://twosonsbistro.com/two-sons-bistro-menu/
- Phone: +60102228282
- Address: Level 1, Lot 160 & Kiosk OS113, Petronas Twin Tower, 50088, Bandar Kuala Lumpur
- Its menu mentions: a lunch or set menu

## Nearby, also direct
Places near TWO SONS On The Park @ KLCC that take a booking or an order on their own website, with no marketplace in between.
- Pepper Lunch Express (870 m): https://directindex.org/r/pepperlunch.com.sg
- Andaman Seafood Village - Seafood Restaurant Kuala Lumpur (1.3 km): https://directindex.org/r/andamanseafood.my

## What to fix first
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Organization",
  "name": "TWO SONS On The Park @ KLCC",
  "url": "http://www.twosonsbistro.com/",
  "telephone": "+60102228282",
  "address": "Level 1, Lot 160 & Kiosk OS113, Petronas Twin Tower, 50088, Bandar Kuala Lumpur",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.15710683,
    "longitude": 101.71217096
  }
}
</script>
```

## 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 (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
210 of 965 in Kuala Lumpur. Top 22% 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 | 92% | no |
| Publish the menu or price list as HTML | 82% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 36% | no |
| Have an llms.txt | 26% | yes |

Nearest places with a similar menu: Wok & Grill (F, 67 m, https://directindex.org/r/littlewokkitchen.com); Spices Restaurant and Wine Bar (C, 723 m, https://directindex.org/r/concordehotelsresorts.com); Gaia’s KL (C, 746 m, https://directindex.org/r/gaiaskl.com); Gardenman KL (F, 748 m, https://directindex.org/r/gardenmankl.com); Pepper Lunch Express (B, 870 m, https://directindex.org/r/pepperlunch.com.sg); Warisan Cafe (F, 1009 m, https://directindex.org/r/theroyalechulan.com); Old Malaya at Jalan Raja Chulan (F, 1137 m, https://directindex.org/r/oldmalaya.com); Paan (F, 1186 m, https://directindex.org/r/paanrestaurant.com); Andaman Seafood Village - Seafood Restaurant Kuala Lumpur (B, 1315 m, https://directindex.org/r/andamanseafood.my); Flora Terrace Kuala Lumpur (D, 1394 m, https://directindex.org/r/salesmudah.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 12 everyday questions about Kuala Lumpur and named 62 places. TWO SONS On The Park @ KLCC wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur/recommended


Compared with its peers: Sites built with WordPress 55% (24% A or B, 217120 sites); This site 70.8%.

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

## Businesses like TWO SONS On The Park @ KLCC in Kuala Lumpur

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur | 965 | 49% | 22% | 70.8% |
| Sites built with WordPress in Kuala Lumpur | 343 | 60% | 31% | 70.8% |

The best of the sites built with WordPress in Kuala Lumpur: Sushi Hiro Sri Petaling (A 100%, https://directindex.org/r/sushihiro.my); Nasi Lemak Bamboo (A 95.4%, https://directindex.org/r/nasilemakbamboo.my); Penyet Express (A 95.4%, https://directindex.org/r/penyet.express); Super Saigon Bangsar KL - Pho Beef Noodle (A 95.4%, https://directindex.org/r/supersaigon.com.my); Tonkatsu by Ma Maison (A 95.4%, https://directindex.org/r/mamaison.com.my).

With the three fixes above (Booking through an unrecognised third party; Ordering through an unrecognised third party; Structured data is incomplete), the score would be about 100%, which would be first of 965 in Kuala Lumpur.

## The direct record
What agents get for TWO SONS On The Park @ KLCC, as JSON: https://directindex.org/api/direct/twosonsbistro.com
- Book: none on record
- Order: none on record
- Menu: https://twosonsbistro.com/two-sons-bistro-menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +60102228282
- Stable links that count: https://directindex.org/go/twosonsbistro.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 (Square, Toast, or a vendor whose terms allow agents): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 6 | 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/twosonsbistro.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: 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: yes

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