# Thai Dreams: Agent-Direct Score C (65.1%)

Site: https://thai-dreams-ffm.de/delivery?utm_source=GMBwebsite&utm_medium=organic&utm_campaign=Google+My+Business
Report: https://directindex.org/r/thai-dreams-ffm.de
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Thai Dreams is partly visible to agents.
Some AI assistants are turned away by Thai Dreams's website. It can read what Thai Dreams offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://thai-dreams-ffm.de/thai-dreams?scroll-to-menu=true
- Phone: +49 6109 502667
- Address: Neuer Weg 1 60388 Frankfurt am Main
- Hours, from OpenStreetMap · Overture Maps: Mon–Fri 11:00–23:00; Sat–Sun 12:00–23:00
- Its menu mentions: vegetarian dishes, allergens, a children's menu
- Prices: 203 prices on the site, the middle one €12.26

## Nearby, also direct
Places near Thai Dreams that take a booking or an order on their own website, with no marketplace in between.
- Trattoria Culinaria (280 m): https://directindex.org/r/trattoria-culinaria.de

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **203 prices on the landing page, the middle one €12.26.** In Frankfurt, the middle price of comparable sites that show prices is €12.45.

## Fix kit: What to paste

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

```
# Thai Dreams

> restaurant (thai) in Neuer Weg 1 60388 Frankfurt am Main, Frankfurt. Phone +49 6109 502667.

## Book or order directly

- Menu: https://thai-dreams-ffm.de/thai-dreams?scroll-to-menu=true

## Opening hours

Mo-Fr 11:00-23:00; PH,Sa,Su 12:00-23:00

## About

- Website: https://thai-dreams-ffm.de/delivery?utm_source=GMBwebsite&utm_medium=organic&utm_campaign=Google+My+Business
- 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 main AI user agents.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
401 of 1355 in Frankfurt. Top 30% 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 | 74% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 85% | no |
| Structured data with address, phone and hours | 53% | yes |
| Have an llms.txt | 28% | no |

Nearest places in the index: Restaurant Dalmacija (D, 194 m, https://directindex.org/r/restaurant-dalmacija.net); Trattoria Culinaria (B, 283 m, https://directindex.org/r/trattoria-culinaria.de); Pizzeria Carlo (F, 321 m, https://directindex.org/r/pizzeria-carlo.de); Taverna Platea (D, 334 m, https://directindex.org/r/taverna-platea.de); Schöne Aussicht (D, 436 m, https://directindex.org/r/schoene-aussicht.de); Leib & Wohl (D, 564 m, https://directindex.org/r/restaurant-leibundwohl.de); Lachs Und Moritz (C, 708 m, https://directindex.org/r/lachsundmoritz.de); Restaurant Naxos (F, 830 m, https://directindex.org/r/naxos-restaurant.de); The Boss (F, 832 m, https://directindex.org/r/restaurantpizzeriatheboss.com); Himmel und Erde (F, 892 m, https://directindex.org/r/restaurant-himmelunderde.de).

## 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.

The assistants were asked 29 everyday questions about Frankfurt and named 173 places. Thai Dreams wasn't one of them. See who was named: https://directindex.org/city/frankfurt/recommended


See what an AI agent reads on this site: https://directindex.org/r/thai-dreams-ffm.de/agent-view

## Businesses like Thai Dreams in Frankfurt

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Frankfurt | 1355 | 50% | 23% | 65.1% |

The best of the businesses of the same kind in Frankfurt: Aarappar Restaurant (A 100%, https://directindex.org/r/aarappar.de); Asian Moon (A 100%, https://directindex.org/r/asiamoon.de); Bento Boutique (A 100%, https://directindex.org/r/bento.boutique); Bep's Viet (A 100%, https://directindex.org/r/bepsviet.com); Chichilas (A 100%, https://directindex.org/r/mexikanisches-restaurant.eu).

With the two fixes above (No booking or ordering link on the website; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 17th of 1,355 in Frankfurt, up from 401st.

## The direct record
What agents get for Thai Dreams, as JSON: https://directindex.org/api/direct/thai-dreams-ffm.de
- Book: none on record
- Order: none on record
- Menu: https://thai-dreams-ffm.de/thai-dreams?scroll-to-menu=true (html_page; from the scan)
- Hours: Mo-Fr 11:00-23:00; PH,Sa,Su 12:00-23:00 (open now) (from OpenStreetMap)
- Phone: +49 6109 502667
- Stable links that count: https://directindex.org/go/thai-dreams-ffm.de/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

Found one hop past the home page: menu page /thai-dreams: 203 prices.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 22 | 25 |
| Actionable | 2 | 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/thai-dreams-ffm.de
- 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/thai-dreams-ffm.de/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/thai-dreams-ffm.de/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=thai-dreams-ffm.de&force=1