# Chunky Chau: Agent-Direct Score B (76.9%)

Site: https://www.chunkychau.co.za/
Report: https://directindex.org/r/chunkychau.co.za
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Chunky Chau is mostly ready for agents.
An AI assistant can open the website of Chunky Chau. What Chunky Chau offers is in a PDF or an image, which assistants read poorly. To book or order, it is sent to Uber Eats, a marketplace.

## Direct links
- Menu: https://chunkychau.co.za/__l5e/assets-v1/2cc4851b-a9b7-45fe-910b-f97b9087edbc/cc-food-menu.pdf
- Phone: +27-87-711-3880

## What to fix first

- **Ordering only through ubereats.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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

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

```
# Chunky Chau

> restaurant in Johannesburg. Phone +27-87-711-3880.

## Book or order directly

- Menu: https://chunkychau.co.za/__l5e/assets-v1/2cc4851b-a9b7-45fe-910b-f97b9087edbc/cc-food-menu.pdf

## Opening hours

Mo-Sa 12:00-22:00; Su 12:00-20:00

## About

- Website: https://www.chunkychau.co.za/
- 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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Uber Eats works with agents through its partners.** Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
13 of 94 in Johannesburg. Top 14% 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 | 100% | no |
| Publish the menu or price list as HTML | 70% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 10% | yes |
| Have an llms.txt | 10% | no |

Nearest places in the index: Mamasamba (C, 123 m, https://directindex.org/r/mamasamba.co.za); Fugazzi (B, 144 m, https://directindex.org/r/fugazzi.co.za); Proud Mary (A, 144 m, https://directindex.org/r/proudmary.co.za); Krispy Kreme (F, 167 m, https://directindex.org/r/krispykreme.com); Perrier-Jouët Champagne Bar (B, 244 m, https://directindex.org/r/southernsun.com); BGR (C, 582 m, https://directindex.org/r/eatbgr.com); Marble (B, 614 m, https://directindex.org/r/marble.restaurant); Napz Pizzeria Napoletana (D, 676 m, https://directindex.org/r/napz.co.za); Coalition Pizza (F, 934 m, https://directindex.org/r/coalitionpizza.co.za); La Cucina Di Ciro (B, 1232 m, https://directindex.org/r/lacucinadiciro.co.za).

## 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.

Asked 12 everyday questions about Johannesburg, the assistants named 80 places; Chunky Chau was not among them. See who was named: https://directindex.org/city/johannesburg/recommended


Against its peers: Sites using Uber Eats 62% (32% A or B, 985 sites); This site 76.9%.

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

## Businesses like Chunky Chau in Johannesburg

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Johannesburg | 94 | 54% | 24% | 76.9% |
| Sites using Uber Eats in Johannesburg | 2 | 65% | 50% | 76.9% |

The best of the businesses of the same kind in Johannesburg: Obento Ramen Bar (A 95.4%, https://directindex.org/r/obento.co.za); Banchan (A 93.8%, https://directindex.org/r/banchan.co.za); Pronto (A 90.8%, https://directindex.org/r/prontoitalianrestaurant.co.za); Rockets (A 90.8%, https://directindex.org/r/rocketslife.tv); The Big Mouth (A 87.7%, https://directindex.org/r/thebigmouth.co.za).

With the two fixes above (Ordering only through ubereats; Menu or price list is a PDF) the score would be about 100%: first of 94 in Johannesburg.

## The direct record
What agents get for Chunky Chau, as JSON: https://directindex.org/api/direct/chunkychau.co.za
- Book: none on record
- Order: none on record
- Menu: https://chunkychau.co.za/__l5e/assets-v1/2cc4851b-a9b7-45fe-910b-f97b9087edbc/cc-food-menu.pdf (pdf; from the scan)
- Hours: Mo-Sa 12:00-22:00; Su 12:00-20:00 (open now) (from OpenStreetMap)
- Phone: +27-87-711-3880
- Stable links that count: https://directindex.org/go/chunkychau.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
- Vendor terms for agents, Uber Eats: Through partners. Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 3 | 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/chunkychau.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: 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/chunkychau.co.za/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/chunkychau.co.za/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=chunkychau.co.za&force=1