# Vibe Cafe At Langhams: Agent-Direct Score D (49.2%)

Site: http://www.langhams.co.za/
Report: https://directindex.org/r/langhams.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.)
Vibe Cafe At Langhams is hard for agents to use.
An AI assistant can open Vibe Cafe At Langhams's website. What Vibe Cafe At Langhams offers is in a PDF or an image, and assistants read those badly. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://langhams.co.za/wp-content/uploads/2024/08/New-Vibe-Menu.pdf
- Phone: +27636207106
- Address: 1 Tamchele avenue Beverley, 2191, Sandton

## Nearby, also direct
Places near Vibe Cafe At Langhams that take a booking or an order on their own website, with no marketplace in between.
- IV Lounge Dainfern (750 m): https://directindex.org/r/theivlounge.co.za
- Golf Bar Fourways (2.5 km): https://directindex.org/r/golfbar.co.za

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **The phone number on the site doesn't match the open map data.** The site shows 0120011703, but OpenStreetMap or Overture Maps lists +27636207106. 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.

## What the site tells visitors (Measured, not scored)
- **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site.

## 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": "LocalBusiness",
  "name": "Vibe Cafe At Langhams",
  "url": "http://www.langhams.co.za/",
  "telephone": "+27636207106",
  "address": "1 Tamchele avenue Beverley, 2191, Sandton",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -25.99976565,
    "longitude": 28.01439759
  }
}
</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.

## Where it stands
152 of 305 in Johannesburg cafes and bars. Top 50% 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 | 94% | no |
| Publish the menu or price list as HTML | 53% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes |
| Structured data with address, phone and hours | 19% | no |
| Have an llms.txt | 41% | yes |

Nearest places in the index: Gap Draught (D, 489 m, https://directindex.org/r/gap-draught.com); IV Lounge Dainfern (B, 753 m, https://directindex.org/r/theivlounge.co.za); Wakaberry Frozen Yoghurt Bar (F, 1969 m, https://directindex.org/r/wakaberry.co.za); Lock, Stock & Beer (C, 2399 m, https://directindex.org/r/lockstockandbeer.co.za); Authentic Tea and Coffee House (F, 2414 m, https://directindex.org/r/basilurtea.co.za); BEERHOUSE Fourways (D, 2419 m, https://directindex.org/r/beerhouse.co.za); PedroPortia (C, 2442 m, https://directindex.org/r/pedroportia.co.za); eighteen13 wine boutique (C, 2443 m, https://directindex.org/r/eighteen13.co.za); Golf Bar Fourways (C, 2477 m, https://directindex.org/r/golfbar.co.za); Papachinos (D, 2636 m, https://directindex.org/r/papachinos.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 WordPress 55% (25% A or B, 236087 sites); This site 49.2%.

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

## Businesses like Vibe Cafe At Langhams in Johannesburg cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Johannesburg cafes and bars | 305 | 45% | 14% | 49.2% |
| Sites built with WordPress in Johannesburg cafes and bars | 137 | 56% | 20% | 49.2% |

The best of the sites built with WordPress in Johannesburg cafes and bars: Saigon Suzy (A 95.4%, https://directindex.org/r/saigonsuzy.co.za); E Bar (A 87.7%, https://directindex.org/r/thabahotel.co.za); Doppio Zero (A 86.2%, https://directindex.org/r/doppio.co.za); Fit Café (B 84.6%, https://directindex.org/r/duality-fitness.com); Hava Java Stonehill (B 84.6%, https://directindex.org/r/havajava.co.za).

With the three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is a PDF), the score would be about 95.4%, which would be first of 305 in Johannesburg cafes and bars.

## The direct record
What agents get for Vibe Cafe At Langhams, as JSON: https://directindex.org/api/direct/langhams.co.za
- Book: none on record
- Order: none on record
- Menu: https://langhams.co.za/wp-content/uploads/2024/08/New-Vibe-Menu.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +27636207106
- Stable links that count: https://directindex.org/go/langhams.co.za/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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 5 | 25 |
| Actionable | 2 | 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/langhams.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: 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: 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: yes
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: no

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