# Mk Bower Cafe: Agent-Direct Score C (66.2%)

Site: https://mkbowercafestonescorner.com.au
Report: https://directindex.org/r/mkbowercafestonescorner.com.au
Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mk Bower Cafe is partly visible to agents.
An AI assistant can open Mk Bower Cafe's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through ozfoodhunter.com.au.

## Direct links
- Phone: +61494659306

## What to fix first

- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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
- **The phone number on the site doesn't match the open map data.** The site shows +61 422 443 161, but OpenStreetMap or Overture Maps lists +61494659306. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "Mk Bower Cafe",
  "url": "https://mkbowercafestonescorner.com.au",
  "telephone": "+61494659306",
  "address": "433 Logan Rd, 4120, Brisbane",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -27.50146321,
    "longitude": 153.04619556
  }
}
</script>
```

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

```
# Mk Bower Cafe

> restaurant in 433 Logan Rd, 4120, Brisbane, Brisbane cafes and bars. Phone +61494659306.

## About

- Website: https://mkbowercafestonescorner.com.au
- 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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone

## Where it stands
441 of 1259 in Brisbane cafes and bars. Top 35% 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 | 99% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 21% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: Nate's Bar and Bistro (D, 8 m, https://directindex.org/r/nates.com.au); The Smug Fig (A, 149 m, https://directindex.org/r/smugfig.com); Moreish (F, 165 m, https://directindex.org/r/moreish-cafe.com); Mourning Roast (B, 220 m, https://directindex.org/r/mourningroast.com.au); Stones Throw (A, 235 m, https://directindex.org/r/stonesthrowsc.com); Chili Coco (F, 258 m, https://directindex.org/r/chilicoco.com.au); Stones Corner Hotel (A, 314 m, https://directindex.org/r/stonescornerhotel.com.au); The Cross Bar (A, 586 m, https://directindex.org/r/thecrossbar.au); Confession Tea (A, 764 m, https://directindex.org/r/confessiontea.com.au); The Jam Pantry (C, 777 m, https://directindex.org/r/thejampantry.com.au).

## 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.


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

## Businesses like Mk Bower Cafe in Brisbane cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Brisbane cafes and bars | 1259 | 54% | 31% | 66.2% |

The best of the businesses of the same kind in Brisbane cafes and bars: ANFE Italian Club (A 100%, https://directindex.org/r/anfe.com.au); Aarth Cafe (A 100%, https://directindex.org/r/aarthcafe.com.au); City Chicks Farm & Cafe (A 100%, https://directindex.org/r/citychicks.com.au); Crusoe Cafe (A 100%, https://directindex.org/r/crusoecafe.com.au); Hog's Breath Cafe Garden City (A 100%, https://directindex.org/r/hogsbreath.com.au).

With the three fixes above (Booking through an unrecognised third party; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 13th of 1,259 in Brisbane cafes and bars, up from 441st.

## The direct record
What agents get for Mk Bower Cafe, as JSON: https://directindex.org/api/direct/mkbowercafestonescorner.com.au
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +61494659306

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 25 |
| Actionable | 6 | 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/mkbowercafestonescorner.com.au
- 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/mkbowercafestonescorner.com.au/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/mkbowercafestonescorner.com.au/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=mkbowercafestonescorner.com.au&force=1
