The Direct Index
Report · Johannesburg · scanned 2026-10-21

Pantry By Gemelli

pantrybygemelli.co.za is partly visible to agents.

Listed by OpenStreetMap · Overture Maps.

MenuCallWebsite

Ways to reach Pantry By Gemelli directly, with no marketplace in between. Checked 2026-10-21. Report a mistake

Hours, from OpenStreetMap · Overture Maps: Mon–Wed 07:00–16:30 · Thu–Sun 07:00–17:30

+27 78 048 1188

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.

Owners

The website's grade

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.

60%

39 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

Score over 2 scans since 2026-10-17: 60% → 60%

See what an AI agent reads on this site →

Since the scan of 2026-10-17: the findings haven't changed.

Named by assistants

Named by ChatGPT for "Brunch on Sunday for four. Where can I reserve?" in Johannesburg, November 2026

Each assistant was asked the way people ask, with web search on, for up to three places in Johannesburg and a link to each one's own site. This business was named in one answer, by 1 of the 3 assistants asked.

QuestionNamed byAsked
Brunch on Sunday for four. Where can I reserve?ChatGPT with a link to this site2026-11-01

Every place named in Johannesburg, question by question.

Show it

The badge shows how many of the assistants asked named this business, and the month. It updates after every round.

Named by 1 of 3 assistants, Direct Index

<a href="https://directindex.org/r/pantrybygemelli.co.za"><img src="https://directindex.org/badge/named/pantrybygemelli.co.za.svg" alt="Named by 1 of 3 assistants, Direct Index" width="300" height="40"></a>
Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

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, with a link to this site)

Where it stands

How Pantry By Gemelli compares

Where it stands

280 of 697 in Johannesburg

Top 40% of the sites scanned in this index. Just above: Lucios Pizzeria C, Nice on 4th C. Just below: Paul C, Perrier-Jouët Champagne Bar C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain97%no
Publish the menu or price list as HTML92%yes
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours25%no
Have an llms.txt27%yes

Compared with its peers

Average scoreA or BThis site
Sites built with Webflow 10,143 sites56%22%60%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Gemelli italian, salad, pasta, dessert7 mCno
Ukkō tapas, sushi, mediterranean, asian, dessert, seafood, grill, salad269 mCyes
Rockets tapas, sushi, grill, seafood, pasta, burger, salad, pizza, dessert1.3 kmAyes
Tiger's Milk burger, pizza, tex-mex, dessert2.5 kmByes
Jackson's Eatery sandwich, burger, breakfast, coffee_shop, juice, pizza, pasta2.5 kmDyes
Nice on Poplar breakfast, brunch, salad, sandwich, cake, pasta, pizza, burger3.0 kmCno
Businesses like yours

Businesses like Pantry By Gemelli in Johannesburg

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Johannesburg69751%24%60%
Sites built with Webflow in Johannesburg860%25%60%

After the top fixes

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.

Findings

What to fix first

  1. 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. How to fix it

  2. Booking through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. How to fix it

  3. Ordering through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Johannesburg. List your agency or yourself. It's free, and every listing is reviewed by hand.

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.

Builder: webflow · menu page /menu: nothing new · What to paste

Owners

Own this business?

Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and you get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes. Show the details