# Mai Tai: Agent-Direct Score A (94.9%)

Site: https://www.maitai-restaurant.com/
Report: https://directindex.org/r/maitai-restaurant.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mai Tai is ready for agents.
Some AI assistants are turned away by Mai Tai's website. It can read what Mai Tai offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://maitai-restaurant.com/reservation.php (on the business's own site)
- Menu: https://maitai-restaurant.com/menu.php
- Phone: +49 621 4401660
- Address: Augustaanlage 38 68165 Mannheim
- Hours, from OpenStreetMap: Mon 11:30–15:00, 17:30–00:00; Tue closed; Wed–Fri 11:30–15:00, 17:30–00:00; Sat 17:30–00:00; Sun 12:00–15:00, 17:30–00:00
- Outdoor seating (OpenStreetMap)

## Nearby, also direct
Places near Mai Tai that take a booking or an order on their own website, with no marketplace in between.
- Lor Ling – Modern Thai Cuisine (590 m): https://directindex.org/r/lor-ling.de

## What to fix first
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) 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)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is.

## Fix kit: What to paste

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

```
# Mai Tai

> restaurant (thai) in Augustaanlage 38 68165 Mannheim, Mannheim. Phone +49 621 4401660.

## Book or order directly

- Book: https://maitai-restaurant.com/reservation.php (on the business's own site)
- Menu: https://maitai-restaurant.com/menu.php

## Opening hours

Mo,We,Th,Fr 11:30-15:00,17:30-24:00; Sa 17:30-24:00; Su 12:00-15:00,17:30-24:00; Tu off

## About

- Website: https://www.maitai-restaurant.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
10 of 261 in Mannheim. Top 4% 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 | 89% | yes |
| Publish the menu or price list as HTML | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 82% | no |
| Structured data with address, phone and hours | 75% | yes |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Viet Thai Imbiss (F, 524 m, https://directindex.org/r/vietthaiimbiss.de); Lor Ling – Modern Thai Cuisine (C, 591 m, https://directindex.org/r/lor-ling.de); KOKO - A TOUCH OF ASIA (F, 835 m, https://directindex.org/r/koko-mannheim.de); Natthanicha Thai Küche (D, 1956 m, https://directindex.org/r/natthanicha.de); SOI39 (C, 2340 m, https://directindex.org/r/soi39.de); Kop's Wok Thai Imbiss (C, 2562 m, https://directindex.org/r/kops-wok.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.

Recommended when people ask: "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (ChatGPT)


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

## Named by ChatGPT for "Lunch on a terrace in the sun tomorrow. Where can I reserve?" in Mannheim, October 2026
- "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (2026-10-23): ChatGPT with a link to this site. https://directindex.org/city/mannheim/recommended/terrace
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/maitai-restaurant.com.svg

## Businesses like Mai Tai in Mannheim

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Mannheim | 261 | 53% | 25% | 94.9% |

The best of the businesses of the same kind in Mannheim: Anggus (A 100%, https://directindex.org/r/angguskebap.com); Bootshaus (A 100%, https://directindex.org/r/bootshaus.net); Kaoru (A 100%, https://directindex.org/r/sushikaoru.de); Restaurant Portugal (A 100%, https://directindex.org/r/restaurant-portugal.de); SM Grillhaus (A 100%, https://directindex.org/r/sm-grillhaus-mannheim.de).

With the fix above (The server turns AI crawlers away at the door), the score would be about 100%, which would be first of 261 in Mannheim.

## The direct record
What agents get for Mai Tai, as JSON: https://directindex.org/api/direct/maitai-restaurant.com
- Book: https://maitai-restaurant.com/reservation.php (own site; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: https://maitai-restaurant.com/menu.php (html_page; from the scan)
- Hours: Mo,We,Th,Fr 11:30-15:00,17:30-24:00; Sa 17:30-24:00; Su 12:00-15:00,17:30-24:00; Tu off (open now) (from OpenStreetMap)
- Phone: +49 621 4401660
- Stable links that count: https://directindex.org/go/maitai-restaurant.com/book, https://directindex.org/go/maitai-restaurant.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

Found one hop past the home page: menu page /menu.php: menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 25 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/maitai-restaurant.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/maitai-restaurant.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/maitai-restaurant.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=maitai-restaurant.com&force=1