The Direct Index
Report · Johannesburg · scanned 2026-10-17

Annapurni

annapurni.co.za is largely invisible to agents.

Listed by OpenStreetMap · Overture Maps.

CallWebsite

The direct ways to reach Annapurni, no marketplace in between. Checked 2026-10-17. Something wrong? Tell us

Hours, from OpenStreetMap · Overture Maps: Tu-Fr 11:00-21:00; Sa-Su 09:00-21:00

11th Avenue 17 · +27834452080

Owners

The website, graded

An AI assistant can open the website of Annapurni. It finds no menu or price list, so it answers from other sites. It finds no link to book or order online.

35.4%

23 of 65 points available

1/5

agent-readiness level, Basic Web Presence

5

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

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; Annapurni was not among them. See who was named →

Where it stands

How Annapurni compares

Where it stands

76 of 94 in Johannesburg

Top 81% of the sites scanned in this index. Just above: Reserved D, Pomodoro F. Just below: Burger King F, Catz Pyjamas F.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML70%no
Let AI crawlers in (no edge block, no robots.txt block)100%yes
Structured data with address, phone and hours10%no
Have an llms.txt10%no

The top tenth is the 10 best-scoring reachable sites of the index at the last refresh.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Karibu Wote African Fine Dining african, congolese, nigerian, south_african, kenyan446 mDno
Japa Express Sushi Bar japanese, sushi716 mDno
Taste of India indian720 mFno
Zaras Cafe breakfast, salad, mediterranean851 mDno
Biru asian, sushi, hotpot859 mCno
Pedros african, chicken, portuguese868 mDyes
Saigon asian, vietnamese1.0 kmDno
Yamada Sushi japanese, sushi1.0 kmByes
Papa Boa portuguese1.0 kmDno
Riverside Caffè & Bistro1.6 kmFno
Businesses like yours

Businesses like Annapurni in Johannesburg

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Johannesburg9454%24%35.4%

The best of the businesses of the same kind in Johannesburg

Obento Ramen Bar A 95.4% · Banchan A 93.8% · Pronto A 90.8% · Rockets A 90.8% · The Big Mouth A 87.7%

The climb

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found) the score would be about 92.3%: 3rd of 94 in Johannesburg, up from 76th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +15 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). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. No booking or ordering link on the website +15 points

    Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. How to fix it

  3. No menu or price list found +7 points

    Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it

  4. Almost no text without JavaScript +2 points

    Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. How to fix it

  5. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in Johannesburg. List your agency or yourself: free, reviewed by hand.

Already right

Builder: unknown · Front: cloudflare · almost no text without JavaScript

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.

Show the code to paste

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Annapurni",
  "url": "https://www.annapurni.co.za",
  "telephone": "+27834452080",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "11th Avenue 17"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -26.0516935,
    "longitude": 28.0604265
  },
  "openingHours": "Tu-Fr 11:00-21:00; Sa-Su 09:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "11:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "burger",
    "cake",
    "coffee shop",
    "indian",
    "sandwich",
    "tea"
  ]
}
</script>

llms.txt

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

# Annapurni

> restaurant (burger, cake, coffee shop, indian, sandwich, tea) in 11th Avenue 17, Johannesburg. Phone +27834452080.

## Opening hours

Tu-Fr 11:00-21:00; Sa-Su 09:00-21:00

## About

- Website: https://www.annapurni.co.za
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now · Markdown · Dispute a check

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

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score F

<a href="https://directindex.org/r/annapurni.co.za"><img src="https://directindex.org/badge/annapurni.co.za.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Annapurni

No direct path on record: the scan of 2026-10-17 found no booking or ordering link on annapurni.co.za or on a vendor's site. The same record is served as JSON at /api/direct/annapurni.co.za, through the MCP tool direct_record and in the city feed /city/johannesburg/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
HoursTu-Fr 11:00-21:00; Sa-Su 09:00-21:00 (closed now)from OpenStreetMap
Phone+27834452080

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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
Agent readiness

Level 1 of 5, Basic Web Presence

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno