# Bosko TuThai: Agent-Direct Score D (44.2%)

Site: https://boskapraga.pl/tuthai/
Report: https://directindex.org/r/boskapraga.pl
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.)
Bosko TuThai is hard for agents to use.

## Direct links
- Menu: https://boskapraga.pl/praga-menu/
- Phone: +48 727 001 332

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). 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 booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list 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, 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": "Restaurant",
  "name": "Bosko TuThai",
  "url": "https://boskapraga.pl/tuthai/",
  "telephone": "+48 727 001 332",
  "email": "boskotuthai@onet.pl",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Markowska 22"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 52.2556378,
    "longitude": 21.0421327
  },
  "openingHours": "Mo-Sa 13:00-22:00; Su 13:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "13:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "13:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "sushi",
    "thai"
  ],
  "hasMenu": "https://boskapraga.pl/praga-menu/"
}
</script>
```

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

```
# Bosko TuThai

> restaurant (sushi, thai) in Markowska 22, Warsaw. Phone +48 727 001 332.

## Book or order directly

- Menu: https://boskapraga.pl/praga-menu/

## Opening hours

Mo-Sa 13:00-22:00; Su 13:00-21:00

## About

- Website: https://boskapraga.pl/tuthai/
- 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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
454 of 673 in Warsaw. Top 67% 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 | 31% | no |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | no |
| Structured data with address, phone and hours | 75% | no |
| Have an llms.txt | 16% | no |

Nearest places with a similar menu: Kago Sushi by Alon (D, 652 m, https://directindex.org/r/kagosushi.eu); VegeSushi & PanSushi Praga (F, 715 m, https://directindex.org/r/pansushi.pl); Noriko Omakase (C, 1658 m, https://directindex.org/r/norikosushi.pl); PaTaThai (D, 1965 m, https://directindex.org/r/patathai.pl); Silk & Spicy (D, 2135 m, https://directindex.org/r/silkandspicy.com); Sakana Sushi (D, 2430 m, https://directindex.org/r/sakana.pl); Handroll Grab&Go (D, 2482 m, https://directindex.org/r/handrollgrabandgo.pl); Thai Thai (D, 2620 m, https://directindex.org/r/thaithai.pl); Sushi Niwa (D, 2701 m, https://directindex.org/r/niwasushi.pl); OTO! Sushi (C, 2816 m, https://directindex.org/r/oto-sushi.pl).

## 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 44.2%.

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

## Businesses like Bosko TuThai in Warsaw

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Warsaw | 673 | 51% | 17% | 44.2% |
| Built with WordPress in Warsaw | 284 | 53% | 13% | 44.2% |

The best of Built with WordPress in Warsaw: Am Am Kebab Bemowo (A 86.2%, https://directindex.org/r/amamkebab.pl); Między Bułkami (A 86.2%, https://directindex.org/r/miedzybulkami.pl); Sbarro (A 86.2%, https://directindex.org/r/sbarro.com); Curry Leaf (B 84.6%, https://directindex.org/r/curryleaf.pl); Bez Gwiazdek (B 83.1%, https://directindex.org/r/bezgwiazdek.eu).

With the three fixes above (No structured data for the business; No booking or ordering path at all; The server turns AI crawlers away at the door) the score would be about 95.4%: first of 673 in Warsaw.

## The direct record
What agents get for Bosko TuThai, as JSON: https://directindex.org/api/direct/boskapraga.pl
- Book: none on record
- Order: none on record
- Menu: https://boskapraga.pl/praga-menu/ (html_page; from the scan)
- Hours: Mo-Sa 13:00-22:00; Su 13:00-21:00 (open now) (from OpenStreetMap)
- Phone: +48 727 001 332
- Stable links that count: https://directindex.org/go/boskapraga.pl/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): 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 | 21.7 | 25 |
| Readable | 7 | 25 |
| Actionable | 0 | 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/boskapraga.pl
- 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: 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

Deep report: https://directindex.org/r/boskapraga.pl/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=boskapraga.pl&force=1