# Proud Thai Retreat: Agent-Direct Score C (61.5%)

Site: https://proudthairetreat.co.uk/
Report: https://directindex.org/r/proudthairetreat.co.uk
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Proud Thai Retreat is partly visible to agents.
An AI assistant can open the website of Proud Thai Retreat. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://proudthairetreat.co.uk/booking/ (on the business's own site)
- Phone: +44 7497 024133

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (HairSalon, BeautySalon or the closest type, with name, address, telephone and openingHoursSpecification). It is the one block every assistant reads first; the fix kit below has it filled in. 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 with services and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "HealthAndBeautyBusiness",
  "name": "Proud Thai Retreat",
  "url": "https://proudthairetreat.co.uk/",
  "telephone": "+44 7497 024133",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Richmond Road 334",
    "postalCode": "TW1 2DU",
    "addressLocality": "Twickenham"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4546105,
    "longitude": -0.3116423
  },
  "openingHours": "10:30-20:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "10:30",
      "closes": "20:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://proudthairetreat.co.uk/booking/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Proud Thai Retreat

> health and beauty business in Richmond Road 334 TW1 2DU Twickenham, London hairdressers and beauty salons. Phone +44 7497 024133.

## Book or order directly

- Book: https://proudthairetreat.co.uk/booking/ (on the business's own site)

## Opening hours

10:30-20:00

## About

- Website: https://proudthairetreat.co.uk/
- 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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Appointments on your own site.** Agents can book an appointment without a marketplace in the loop.

## Where it stands
241 of 701 in London hairdressers and beauty salons. Top 34% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | yes |
| Publish the menu or price list as HTML | 11% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 35% | no |

Nearest places in the index: Joseph's (B, 571 m, https://directindex.org/r/joseph-hair.co.uk); Si Belle (D, 668 m, https://directindex.org/r/sibellebeauty.co.uk); Sirisha's (B, 675 m, https://directindex.org/r/sirishashealthandbeauty.co.uk); Hiro Hiro (F, 697 m, https://directindex.org/r/hirohirohair.co.uk); WT Skin (C, 823 m, https://directindex.org/r/wtskin.com); Vagabond Barbers (D, 1078 m, https://directindex.org/r/vagabondbarber.com); Carlucci (B, 1320 m, https://directindex.org/r/carluccihairdressing.co.uk); Revitalise (C, 2099 m, https://directindex.org/r/revitalise-hair-beauty.com); Harri’s Beauty Clinic (C, 2122 m, https://directindex.org/r/harrisbeautyclinic.co.uk); Gents Barber (F, 2653 m, https://directindex.org/r/gents-barbers.co.uk).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 61.5%.

See what an AI agent reads on this site: https://directindex.org/r/proudthairetreat.co.uk/agent-view

## Businesses like Proud Thai Retreat in London hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London hairdressers and beauty salons | 701 | 42% | 17% | 61.5% |
| Sites built with WordPress in London hairdressers and beauty salons | 252 | 62% | 32% | 61.5% |

The best of the sites built with WordPress in London hairdressers and beauty salons: Neville (A 87.5%, https://directindex.org/r/nevillehairandbeauty.net); Omniya Clinic (A 87.5%, https://directindex.org/r/omniya.co.uk); Sorellina Clinic (A 87.5%, https://directindex.org/r/premiumsound.co.uk); Nails & Brows (A 86.2%, https://directindex.org/r/nailsandbrows.me); Asiatic Thai Massage (B 84.6%, https://directindex.org/r/asiaticthaimassage.co.uk).

With the two fixes above (No structured data for the business; No price list of services found) the score would be about 95.4%: first of 701 in London hairdressers and beauty salons.

## The direct record
What agents get for Proud Thai Retreat, as JSON: https://directindex.org/api/direct/proudthairetreat.co.uk
- Book: https://proudthairetreat.co.uk/booking/ (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: 10:30-20:00 (closed now) (from OpenStreetMap)
- Phone: +44 7497 024133
- Stable links that count: https://directindex.org/go/proudthairetreat.co.uk/book

## 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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 0 | 25 |
| Actionable | 15 | 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/proudthairetreat.co.uk
- 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/proudthairetreat.co.uk/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/proudthairetreat.co.uk/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=proudthairetreat.co.uk&force=1