# Ambassade Biologique Recherche: Agent-Direct Score D (50.8%)

Site: https://trovemy.com/
Report: https://directindex.org/r/trovemy.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.)
Ambassade Biologique Recherche is hard for agents to use.
An AI assistant can open Ambassade Biologique Recherche's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Phone: +60192047586
- Address: Starhill Gallery, UG19, UG20 & UG21, 181, Jln Bukit Bintang, 55100, Bandar Kuala Lumpur

## Nearby, also direct
Places near Ambassade Biologique Recherche that take a booking or an order on their own website, with no marketplace in between.
- Toudaotang Malaysia 头道汤 马来西亚 (180 m): https://directindex.org/r/toudaotang.my
- Spa Village Kuala Lumpur (180 m): https://directindex.org/r/ritzcarlton.com
- The Soloist Salon (200 m): https://directindex.org/r/thesoloists.co

## What to fix first
- **No online booking 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 an online appointment 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
- **No price list of services found.** (+7 points) Agents answer 'what do they offer and what does it cost?' from marketplaces and directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "Ambassade Biologique Recherche",
  "url": "https://trovemy.com/",
  "telephone": "+60192047586",
  "address": "Starhill Gallery, UG19, UG20 & UG21, 181, Jln Bukit Bintang, 55100, Bandar Kuala Lumpur",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.14707968,
    "longitude": 101.71379097
  }
}
</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

## Where it stands
181 of 428 in Kuala Lumpur hairdressers and beauty salons. 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 | 95% | no |
| Publish the menu or price list as HTML | 16% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 45% | yes |

Nearest places in the index: Donna Spa (D, 87 m, https://directindex.org/r/donnaspa.com.my); Isfahan Beauty (C, 121 m, https://directindex.org/r/isfahanbeauty.net); Comfort Zone Skincare Malaysia (C, 123 m, https://directindex.org/r/comfortzoneskin.com.my); OSIM Pavilion KL (F, 150 m, https://directindex.org/r/osim.com.my); The Art of Beauty and Slimming (F, 166 m, https://directindex.org/r/mengbeauty.com); Toudaotang Malaysia 头道汤 马来西亚 (B, 180 m, https://directindex.org/r/toudaotang.my); Spa Village Kuala Lumpur (B, 182 m, https://directindex.org/r/ritzcarlton.com); The Soloist Salon (C, 200 m, https://directindex.org/r/thesoloists.co); JeunEX Hair Studio | K-Beauty Salon (C, 213 m, https://directindex.org/r/jeunexbeauty.com); London Weight Management Lot 10 Lt (F, 220 m, https://directindex.org/r/londonweight.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.


Compared with its peers: Sites built with Shopify 48% (26% A or B, 7656 sites); This site 50.8%.

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

## Businesses like Ambassade Biologique Recherche in Kuala Lumpur hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur hairdressers and beauty salons | 428 | 47% | 16% | 50.8% |
| Sites built with Shopify in Kuala Lumpur hairdressers and beauty salons | 40 | 59% | 33% | 50.8% |

The best of the sites built with Shopify in Kuala Lumpur hairdressers and beauty salons: Beaulogy Aesthetics (A 86.2%, https://directindex.org/r/academiebeaute.com); Sothys Premium Bukit Jalil (B 84.6%, https://directindex.org/r/sothys.fr); JE Perfect Beauty (B 75.4%, https://directindex.org/r/dermalogica.com.my); Restyle Mid Valley Megamall (B 75.4%, https://directindex.org/r/acutabove.com.my); Skinz Sanctuary (B 75.4%, https://directindex.org/r/cellnique.com).

With the three fixes above (No online booking link on the website; Structured data is incomplete; No price list of services found), the score would be about 95.4%, which would be first of 428 in Kuala Lumpur hairdressers and beauty salons.

## The direct record
What agents get for Ambassade Biologique Recherche, as JSON: https://directindex.org/api/direct/trovemy.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +60192047586

## 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): yes
- 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 | 8 | 25 |
| Actionable | 0 | 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/trovemy.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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

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