# SỮA BẮP Pipi: Agent-Direct Score D (43.1%)

Site: http://thucphamngoquyen.com/
Report: https://directindex.org/r/thucphamngoquyen.com
Scanned: 2026-11-05 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
SỮA BẮP Pipi is hard for agents to use.
An AI assistant can open SỮA BẮP Pipi's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: +84981709970
- Address: 927/12 Hẻm 927 Tỉnh Lộ 43, 71313, Thủ Đức

## 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 booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Ho Chi Minh City, 19% of comparable sites declare one.

## 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": "SỮA BẮP Pipi",
  "url": "http://thucphamngoquyen.com/",
  "telephone": "+84981709970",
  "address": "927/12 Hẻm 927 Tỉnh Lộ 43, 71313, Thủ Đức",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 10.944436190031,
    "longitude": 106.73378705978
  }
}
</script>
```

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

```
# SỮA BẮP Pipi

> local business in 927/12 Hẻm 927 Tỉnh Lộ 43, 71313, Thủ Đức, Ho Chi Minh City. Phone +84981709970.

## About

- Website: http://thucphamngoquyen.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.

## Where it stands
1429 of 2606 in Ho Chi Minh City. Top 55% 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 | 76% | no |
| Publish the menu or price list as HTML | 84% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 24% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Nem Nướng Nha Trang Phương Nhi Tại Bình Dương (F, 462 m, https://directindex.org/r/nemnuongnhatrangbinhduong.com); Nhà Hàng Hải Sản Hai Giàu (B, 496 m, https://directindex.org/r/nhahanghaisanhaigiau.com); Nhà Hàng Hải Sản Loan Sài Gòn (D, 1100 m, https://directindex.org/r/haisanloansaigoong.com); Học Lái Xe - Trung Tâm Giáo Dục Nghề Nghiệp An Thái (C, 1961 m, https://directindex.org/r/hoclaixeanthai.vn); An Thái Catering - Suất Ăn Công Nghiệp Bình Dương (C, 1986 m, https://directindex.org/r/cateringbinhduong.com); Nhà Hàng Hải Sản Hồng Ngọc (B, 1992 m, https://directindex.org/r/nhahanghongngoc.vn); Công ty Thành Đạt chuyên Mua bán sửa chữa cho thuê xe nâng khu vực miền nam (D, 2367 m, https://directindex.org/r/suachuaxenangbinhduong.com); Hệ Thống Gà Nướng Mắm Nhĩ Thịnh Phát (D, 2706 m, https://directindex.org/r/xetaicaubinhduong.com); Manwah - Taiwanese Hot Pot Aeon Mall Bình Dương (D, 2751 m, https://directindex.org/r/manwah.com.vn); K-Pub AEON MALL Binh Duong Canary (D, 2752 m, https://directindex.org/r/kpub.com.vn).

## 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.


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 43.1%.

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

## Businesses like SỮA BẮP Pipi in Ho Chi Minh City

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Ho Chi Minh City | 2606 | 44% | 10% | 43.1% |
| Sites built with WordPress in Ho Chi Minh City | 893 | 52% | 14% | 43.1% |

The best of the sites built with WordPress in Ho Chi Minh City: Eddie's New York Deli & Diner (A 100%, https://directindex.org/r/eddiesdiner.vn); Fashionista Café - Wine & Dining (A 100%, https://directindex.org/r/fashionistacafe.com); Quán Bụi (A 95.4%, https://directindex.org/r/quan-bui.com); Quán Ăn 48 (A 95.4%, https://directindex.org/r/48bistro.com.vn); Cơm Gà Tường Vy (A 92.3%, https://directindex.org/r/gatatuongvy.vn).

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 95.4%. That would be 10th of 2,606 in Ho Chi Minh City, up from 1429th.

## The direct record
What agents get for SỮA BẮP Pipi, as JSON: https://directindex.org/api/direct/thucphamngoquyen.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +84981709970

## 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 | 2 | 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/thucphamngoquyen.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: 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/thucphamngoquyen.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/thucphamngoquyen.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=thucphamngoquyen.com&force=1
