# Bui Coffee Supply: Agent-Direct Score F (24.6%)

Site: https://vov.vn/kinh-te/trao-giai-ca-phe-dac-san-viet-nam-2026-lam-dong-thang-lon-post1287165.vov
Report: https://directindex.org/r/vov.vn
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.)
Bui Coffee Supply is largely invisible to agents.
AI assistants can't open Bui Coffee Supply's website, so they go by what other sites say about it.

## Direct links
- Phone: +84962664054
- Address: A2 Hoàng Quốc Việt, 700000, Quận 7
- Languages: Vietnamese, English

## Nearby, also direct
Places near Bui Coffee Supply that take a booking or an order on their own website, with no marketplace in between.
- Công ty LAVASIA7 (1.1 km): https://directindex.org/r/lavasia7.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (http_403). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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
- **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
- **Structured data is incomplete.** (+5 points) Missing: 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": "Bui Coffee Supply",
  "url": "https://vov.vn/kinh-te/trao-giai-ca-phe-dac-san-viet-nam-2026-lam-dong-thang-lon-post1287165.vov",
  "telephone": "+84962664054",
  "address": "A2 Hoàng Quốc Việt, 700000, Quận 7",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 10.7151923,
    "longitude": 106.74011067
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (Organization).** address

## Where it stands
1442 of 1707 in Ho Chi Minh City cafes and bars. Top 84% 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 | 59% | no |
| Publish the menu or price list as HTML | 66% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | no |
| Structured data with address, phone and hours | 21% | no |
| Have an llms.txt | 27% | no |

Nearest places in the index: Kosin University Vietnam Campus - 고신대학교 (F, 136 m, https://directindex.org/r/kosin.ac.kr); PureBeans Coffee (D, 468 m, https://directindex.org/r/purebeans.vn); Kem Ngon KPcream Căn Hộ Phú Mỹ (C, 947 m, https://directindex.org/r/kimphuc.net); Công ty LAVASIA7 (C, 1056 m, https://directindex.org/r/lavasia7.com); Miu Tea (D, 1199 m, https://directindex.org/r/trasuamiutea.com); May Cafe (F, 1235 m, https://directindex.org/r/maycatering.com); Kong's Bubble Tea (F, 1331 m, https://directindex.org/r/kongstea.com.vn); Ccomaya Kids Cafe & Restaurant (C, 1572 m, https://directindex.org/r/ccomayakidscafe.vn); iO Vietnam Specialty Coffee (F, 1697 m, https://directindex.org/r/ioroastery.com); ActionCoach XHuy (D, 1726 m, https://directindex.org/r/actioncoach.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.


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

## Businesses like Bui Coffee Supply in Ho Chi Minh City cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Ho Chi Minh City cafes and bars | 1707 | 41% | 7% | 24.6% |

The best of the businesses of the same kind in Ho Chi Minh City cafes and bars: Café Carré (A 100%, https://directindex.org/r/cafecarre.vn); Công Ty CP ĐT XD SX Viland (A 100%, https://directindex.org/r/vilandcoffee.com); Celestia Wine Bar (A 95.4%, https://directindex.org/r/celestiawinebar.com); Xóm Cà phê (A 95.1%, https://directindex.org/r/xomcaphe.com); Kafka Café (A 93.8%, https://directindex.org/r/bypremvegetarian.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Ordering through an unrecognised third party; No menu or price list found), the score would be about 87.7%. That would be 13th of 1,707 in Ho Chi Minh City cafes and bars, up from 1442nd.

## The direct record
What agents get for Bui Coffee Supply, as JSON: https://directindex.org/api/direct/vov.vn
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +84962664054

## 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

Only a real browser got this page (a plain fetch got http_403); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 10 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

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