# White House - Mnce's Lounge: Agent-Direct Score B (75.4%)

Site: http://www.mifitness.co.za/
Report: https://directindex.org/r/mifitness.co.za
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.)
White House - Mnce's Lounge is mostly ready for agents.
An AI assistant can open White House - Mnce's Lounge'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 on the site.

## Direct links
- Order directly: https://mifitness.co.za/ (on the business's own site)
- Phone: +27783520681
- Address: Western Cape,Cape Town,Strand Asanda village, 7140, Somerset West

## Nearby, also direct
Places near White House - Mnce's Lounge that take a booking or an order on their own website, with no marketplace in between.
- Love Coffee (1.1 km): https://directindex.org/r/lovecoffee.co.za
- Hoogeind cafe (2.7 km): https://directindex.org/r/hoogeindmanor.com
- Ekhaya Coffee Roasters (2.9 km): https://directindex.org/r/ekhayaroasters.com

## What to fix first
- **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.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone number on the site doesn't match the open map data.** The site shows 0117046711, but OpenStreetMap or Overture Maps lists +27783520681. 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": "Organization",
  "name": "White House - Mnce's Lounge",
  "url": "http://www.mifitness.co.za/",
  "telephone": "+27783520681",
  "address": "Western Cape,Cape Town,Strand Asanda village, 7140, Somerset West",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -34.112870046716274,
    "longitude": 18.85861647016934
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://mifitness.co.za/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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 (Organization).** no address, phone or hours in it
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
Not ranked yet in Cape Town cafes and bars.

| 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 | 55% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 41% | yes |

Nearest places in the index: Love Coffee (B, 1141 m, https://directindex.org/r/lovecoffee.co.za); Squirrel Inn (F, 1927 m, https://directindex.org/r/rudemcc.co.za); Springbok Coffee (F, 2498 m, https://directindex.org/r/springbokcoffee.co.za); Hoogeind cafe (B, 2670 m, https://directindex.org/r/hoogeindmanor.com); Oh Hello Coffee Shop (F, 2672 m, https://directindex.org/r/ohhellocoffee.co.za); Haven Art Cafe (B, 2856 m, https://directindex.org/r/havenartcafe.co.za); Ekhaya Coffee Roasters (B, 2898 m, https://directindex.org/r/ekhayaroasters.com); MM Coffee CO (D, 2912 m, https://directindex.org/r/mmcoffee.co); Church Street Coffee (F, 3009 m, https://directindex.org/r/swnightshelter.org.za); The Belgian Waffle House and Coffee Shop (D, 3055 m, https://directindex.org/r/belgianwafflehouse.co.za).

## 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.


Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); This site 75.4%.

See what an AI agent reads on this site: https://directindex.org/r/mifitness.co.za/agent-view

## Businesses like White House - Mnce's Lounge in Cape Town cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with Shopify in Cape Town cafes and bars | 50 | 52% | 26% | 75.4% |

The best of the sites built with Shopify in Cape Town cafes and bars: Soet Bistro (A 86.2%, https://directindex.org/r/soetcakes.co.za); Burnt Clubhouse Cape Town (B 84.6%, https://directindex.org/r/burnt.co.za); Café La Familia (B 84.6%, https://directindex.org/r/lafamiliastreetculture.com); Coffee Capsules Direct (B 75.4%, https://directindex.org/r/coffeecapsulesdirect.co.za); Dilmah Tea South Africa (B 75.4%, https://directindex.org/r/dilmahusa.com).

## The direct record
What agents get for White House - Mnce's Lounge, as JSON: https://directindex.org/api/direct/mifitness.co.za
- Book: none on record
- Order: https://mifitness.co.za/ (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +27783520681
- Stable links that count: https://directindex.org/go/mifitness.co.za/order
- Agents and people followed 1 direct link to this business this month (1 by AI agents).

## 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): yes
- 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 | 9 | 25 |
| Actionable | 15 | 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/mifitness.co.za
- 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: yes
- 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: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/mifitness.co.za/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/mifitness.co.za/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=mifitness.co.za&force=1