# Pantry By Gemelli: Agent-Direct Score C (60%)

Site: https://pantrybygemelli.co.za
Report: https://directindex.org/r/pantrybygemelli.co.za
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Pantry By Gemelli is partly visible to agents.
An AI assistant can open Pantry By Gemelli's website. It can read what Pantry By Gemelli offers. It finds a way to book or order directly, through account.dineplan.com.

## Direct links
- Menu: https://www.pantrybygemelli.co.za/menu
- Phone: +27 78 048 1188
- Hours, from OpenStreetMap · Overture Maps: Mon–Wed 07:00–16:30; Thu–Sun 07:00–17:30
- Outdoor seating (OpenStreetMap)
- WhatsApp: a link on the site

## Nearby, also direct
Places near Pantry By Gemelli that take a booking or an order on their own website, with no marketplace in between.
- Ukkō (270 m): https://directindex.org/r/ukkorestaurant.co.za
- Rockets (1.3 km): https://directindex.org/r/rocketslife.tv
- Tiger's Milk (2.5 km): https://directindex.org/r/tigersmilk.co.za
- Jackson's Eatery (2.5 km): https://directindex.org/r/archestore.online

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **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
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps

## 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": "Pantry By Gemelli",
  "url": "https://pantrybygemelli.co.za",
  "telephone": "+27 78 048 1188",
  "email": "events@gemellirestauarant.co.za",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -26.0519651,
    "longitude": 28.0229102
  },
  "openingHours": "Mo-We 07:00-16:30; Th-Su 07:00-17:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday"
      ],
      "opens": "07:00",
      "closes": "16:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "07:00",
      "closes": "17:30"
    }
  ],
  "servesCuisine": [
    "breakfast",
    "sandwich",
    "salad",
    "dessert"
  ],
  "hasMenu": "https://www.pantrybygemelli.co.za/menu"
}
</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.
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Since the scan of 2026-10-17 (C then)
- Fixed: nothing
- New: nothing

## Where it stands
280 of 697 in Johannesburg. Top 40% 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 | 97% | no |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 27% | yes |

Nearest places with a similar menu: Gemelli (C, 7 m, https://directindex.org/r/gemellirestaurant.co.za); Ukkō (C, 269 m, https://directindex.org/r/ukkorestaurant.co.za); Rockets (A, 1254 m, https://directindex.org/r/rocketslife.tv); Tiger's Milk (B, 2465 m, https://directindex.org/r/tigersmilk.co.za); Jackson's Eatery (D, 2478 m, https://directindex.org/r/archestore.online); Nice on Poplar (C, 2954 m, https://directindex.org/r/niceonpoplar.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.

Recommended when people ask: "Brunch on Sunday for four. Where can I reserve?" (ChatGPT)


Score over 2 scans since 2026-10-17: 2026-10-17 60%, 2026-10-21 60%.

Compared with its peers: Sites built with Webflow 56% (22% A or B, 10143 sites); This site 60%.

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

## Named by ChatGPT for "Brunch on Sunday for four. Where can I reserve?" in Johannesburg, November 2026
- "Brunch on Sunday for four. Where can I reserve?" (2026-11-01): ChatGPT with a link to this site. https://directindex.org/city/johannesburg/recommended/brunch
Named by 1 of 3 assistants asked. Badge: https://directindex.org/badge/named/pantrybygemelli.co.za.svg

## Businesses like Pantry By Gemelli in Johannesburg

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Johannesburg | 697 | 51% | 24% | 60% |
| Sites built with Webflow in Johannesburg | 8 | 60% | 25% | 60% |

The best of the sites built with Webflow in Johannesburg: Aduna Bistro (A 100%, https://directindex.org/r/adunabistro.co.za); Nushka's Rustic Table Bistro & Brewhouse (B 72.3%, https://directindex.org/r/nushkas.co.za); BGR (C 60%, https://directindex.org/r/eatbgr.com); Gemelli (C 60%, https://directindex.org/r/gemellirestaurant.co.za); Pacinos (D 44.6%, https://directindex.org/r/weebly.com).

With the three fixes above (No structured data for the business; Booking through an unrecognised third party; Ordering through an unrecognised third party), the score would be about 100%, which would be first of 697 in Johannesburg.

## The direct record
What agents get for Pantry By Gemelli, as JSON: https://directindex.org/api/direct/pantrybygemelli.co.za
- Book: none on record
- Order: none on record
- Menu: https://www.pantrybygemelli.co.za/menu (html_page; from the scan)
- Hours: Mo-We 07:00-16:30; Th-Su 07:00-17:30 (closed now) (from OpenStreetMap)
- Phone: +27 78 048 1188
- Stable links that count: https://directindex.org/go/pantrybygemelli.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 | 8 | 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/pantrybygemelli.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- Content Signals in robots.txt: yes
- 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: 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: no

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