# Gratitude: Agent-Direct Score A (91.3%)

Site: https://www.gratitudethailounge.co.uk
Report: https://directindex.org/r/gratitudethailounge.co.uk
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Gratitude is ready for agents.

## Direct links
- Order directly: https://www.gratitudethailounge.co.uk/gratitudethailounge.co.uk/order (on the business's own site)
- Phone: +44 131 374 5094

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page 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

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

```
# Gratitude

> restaurant (thai) in Morningside Road 45 EH10 4AZ Edinburgh, Edinburgh. Phone +44 131 374 5094.

## Book or order directly

- Order: https://www.gratitudethailounge.co.uk/gratitudethailounge.co.uk/order (on the business's own site)

## About

- Website: https://www.gratitudethailounge.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.
- **Structured data present (FastFoodRestaurant).** address, phone, opening hours
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
17 of 459 in Edinburgh. Top 4% 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 | 100% | yes |
| Publish the menu or price list as HTML | 74% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 67% | yes |
| Have an llms.txt | 22% | no |

Nearest places with a similar menu: Absolute (D, 1165 m, https://directindex.org/r/absolutethai.co.uk); Ting Thai Caravan (F, 1765 m, https://directindex.org/r/tingthai.co.uk); Thai2go (B, 2244 m, https://directindex.org/r/thai2go.net); Chaophraya (B, 2284 m, https://directindex.org/r/chaophraya.co.uk); Rosa's Thai Cafe (A, 2461 m, https://directindex.org/r/rosasthai.com); Dusit (D, 2531 m, https://directindex.org/r/dusit.co.uk); Thai Express Kitchen (B, 2802 m, https://directindex.org/r/thaiexpress.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.

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

## Businesses like Gratitude in Edinburgh

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Edinburgh | 459 | 56% | 46% | 91.3% |

The best of Same kind in Edinburgh: Minami (A 100%, https://directindex.org/r/minami-sushi.co.uk); Rishi's Indian Aroma (A 100%, https://directindex.org/r/rishis.restaurant); Chaskaa (A 96.3%, https://directindex.org/r/chaskaaindian.co.uk); McLarens (A 96.3%, https://directindex.org/r/mclarensonthecorner.co.uk); The Radhuni (A 96.3%, https://directindex.org/r/theradhuni.co.uk).

With the fix above (No menu or price list found) the score would be about 100%: first of 459 in Edinburgh.

## The direct record
What agents get for Gratitude, as JSON: https://directindex.org/api/direct/gratitudethailounge.co.uk
- Book: none on record
- Order: https://www.gratitudethailounge.co.uk/gratitudethailounge.co.uk/order (own site; verified direct, 2026-10-14)
- Menu: none on record
- Hours: none on record
- Phone: +44 131 374 5094
- Stable links that count: https://directindex.org/go/gratitudethailounge.co.uk/order

## 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 | 18 | 25 |
| Actionable | 30 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/gratitudethailounge.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: yes

Keep watching this business (https://directindex.org/r/gratitudethailounge.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/gratitudethailounge.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=gratitudethailounge.co.uk&force=1