# Lam Coffee: Agent-Direct Score F (15.4%)

Site: http://lamcoffeetea.com/
Report: https://directindex.org/r/lamcoffeetea.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.)
Lam Coffee is largely invisible to agents.
AI assistants can't open Lam Coffee's website, so they go by what other sites say about it.

## Direct links
- Phone: +84986694970
- Address: 294 Bình Lợi, QUAN THU DUC, Quận Bình Thạnh

## 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 (challenge:checking your browser). 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
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is on another site.** (+5 points) The link goes to oddmenu.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai

## 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, 17% 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": "Organization",
  "name": "Lam Coffee",
  "url": "http://lamcoffeetea.com/",
  "telephone": "+84986694970",
  "address": "294 Bình Lợi, QUAN THU DUC, Quận Bình Thạnh",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 10.83552643,
    "longitude": 106.70283887
  }
}
</script>
```

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

## Where it stands
1503 of 1707 in Ho Chi Minh City cafes and bars. Top 88% 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 | 60% | no |
| Publish the menu or price list as HTML | 65% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | no |
| Structured data with address, phone and hours | 22% | no |
| Have an llms.txt | 27% | no |

Nearest places in the index: Cafe Tra Sua Bona (F, 18 m, https://directindex.org/r/blogspot.com); Vietnam Sport Community (F, 270 m, https://directindex.org/r/sportcommunity.vn); Dụng cụ làm vườn - Ăn Sạch Uống Sạch (C, 642 m, https://directindex.org/r/ansachuongsach.vn); Sửa Điện Lạnh 24h tại Phường Hiệp Bình - TP.HCM (D, 783 m, https://directindex.org/r/suachuadienlanh24h.com); Cafe Hào (F, 825 m, https://directindex.org/r/alibaba.com); Sugar Town Premium (C, 1010 m, https://directindex.org/r/sugartown.vn); Bàn Ghế Gỗ Giá Rẻ Tphcm (C, 1052 m, https://directindex.org/r/jhomefurniture.com); Misora ORGANIC (F, 1075 m, https://directindex.org/r/kansaiviet.com); Thu Mua Adaptor Sạc Cũgiacao (F, 1111 m, https://directindex.org/r/laptopshop.vn); Highlight Cafe (F, 1136 m, https://directindex.org/r/highlightcafe.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% (24% A or B, 251601 sites); This site 15.4%.

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

## Businesses like Lam Coffee 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% | 15.4% |
| Sites built with WordPress in Ho Chi Minh City cafes and bars | 582 | 49% | 8% | 15.4% |

The best of the sites built with WordPress in Ho Chi Minh City cafes and bars: Celestia Wine Bar (A 95.4%, https://directindex.org/r/celestiawinebar.com); Trà sữa Te Amo (A 92.3%, https://directindex.org/r/laboon.vn); Astral Café & Patisserie (A 88.8%, https://directindex.org/r/astralcafe.vn); Crane Tea Nguyễn Gia Trí (A 88.8%, https://directindex.org/r/crane-tea.com); El Baron Whiskey and Cigar Lounge (A 86.2%, https://directindex.org/r/elbaronsaigon.vn).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No booking or ordering link on the website; Structured data is incomplete), the score would be about 87.7%. That would be 13th of 1,707 in Ho Chi Minh City cafes and bars, up from 1503rd.

## The direct record
What agents get for Lam Coffee, as JSON: https://directindex.org/api/direct/lamcoffeetea.com
- Book: none on record
- Order: none on record
- Menu: https://oddmenu.com/p/lam-coffee-tea/cmnhlaeyt065jvyragxom2jpg (external; from the scan)
- Hours: none on record
- Phone: +84986694970
- Stable links that count: https://directindex.org/go/lamcoffeetea.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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 10 | 25 |
| Actionable | 0 | 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/lamcoffeetea.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/lamcoffeetea.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=lamcoffeetea.com&force=1