# Molam Thai Canteen & Bar: Agent-Direct Score C (56.5%)

Site: https://molam.pl/
Report: https://directindex.org/r/molam.pl
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.)
Molam Thai Canteen & Bar is partly visible to agents.
Some AI assistants are turned away by Molam Thai Canteen & Bar's website. It can read what Molam Thai Canteen & Bar offers. It can't find a link to book or order online.

## Direct links
- Menu: https://molam.pl/menu/
- Address: Rajska 3/4 31-124 Kraków
- Languages: English, Polish

## Nearby, also direct
Places near Molam Thai Canteen & Bar that take a booking or an order on their own website, with no marketplace in between.
- Smakołyki (470 m): https://directindex.org/r/smakolyki.eu

## What to fix first
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as 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

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Molam Thai Canteen & Bar",
  "url": "https://molam.pl/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rajska 3/4",
    "postalCode": "31-124",
    "addressLocality": "Kraków"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.0648507,
    "longitude": 19.9276671
  },
  "servesCuisine": [
    "thai"
  ],
  "hasMenu": "https://molam.pl/menu/"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (Person).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
181 of 358 in Kraków. Top 51% 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 | 100% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | no |
| Structured data with address, phone and hours | 86% | no |
| Have an llms.txt | 16% | yes |

Nearest places in the index: N' Pizza (C, 23 m, https://directindex.org/r/npizza.pl); Bar Uniwersytecki (C, 110 m, https://directindex.org/r/barykrakow.pl); Poco Loco (C, 163 m, https://directindex.org/r/pocolocokrakow.pl); Vegan AF Ramen (D, 174 m, https://directindex.org/r/veganaframen.pl); Veganic (C, 197 m, https://directindex.org/r/veganic.restaurant); Kwadrans (D, 238 m, https://directindex.org/r/kwadrans.pl); Mamma Mia (D, 287 m, https://directindex.org/r/mammamia.net.pl); CK Browar (F, 382 m, https://directindex.org/r/ckbrowar.pl); Smakołyki (A, 469 m, https://directindex.org/r/smakolyki.eu); Zalipianki (C, 481 m, https://directindex.org/r/zalipianki.pl).

## 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 22 everyday questions about Kraków and named 98 places. Molam Thai Canteen & Bar wasn't one of them. See who was named: https://directindex.org/city/krakow/recommended


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 56.5%.

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

## Businesses like Molam Thai Canteen & Bar in Kraków

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kraków | 358 | 56% | 28% | 56.5% |
| Sites built with WordPress in Kraków | 144 | 57% | 17% | 56.5% |

The best of the sites built with WordPress in Kraków: Trattoria Rialto (A 95.4%, https://directindex.org/r/trattoriarialto.pl); Capri New (A 93.8%, https://directindex.org/r/caprinew.pl); Przystanek Pierogarnia (A 90.8%, https://directindex.org/r/przystanek-pierogarnia.pl); Joker Food & Friends (A 86.2%, https://directindex.org/r/jokerfood.pl); Yamato Sushi (A 86.2%, https://directindex.org/r/yamatosushi.pl).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 30th of 358 in Kraków, up from 181st.

## The direct record
What agents get for Molam Thai Canteen & Bar, as JSON: https://directindex.org/api/direct/molam.pl
- Book: none on record
- Order: none on record
- Menu: https://molam.pl/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/molam.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): 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/: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 15 | 25 |
| Actionable | 0 | 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/molam.pl
- 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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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/molam.pl/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/molam.pl/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=molam.pl&force=1