The Direct Index
Report · Durban cafes and bars · scanned 2026-11-04

Cafe Sparrow

cafesparrow.co.za is partly visible to agents.

Listed by OpenStreetMap.

MenuCallWebsite

Ways to reach Cafe Sparrow directly, with no marketplace in between. Checked 2026-11-04. Report a mistake

Hours, from OpenStreetMap: Mo-Th 06:30-16:00, Fr 06:30-17:00, Sa 08:00-17:00, Su 08:00-16:00

+27 71 147 6922

Outdoor seating (OpenStreetMap)

WhatsApp: a link on the site

Nearby, also direct

Places near Cafe Sparrow 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 Cafe Sparrow's website. What Cafe Sparrow 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.

61.5%

40 of 65 points available

1/5

agent-readiness level, Basic Web Presence

4

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.

See what an AI agent reads on this site →

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.

Where it stands

How Cafe Sparrow compares

Where it stands

4 of 16 in Durban cafes and bars

Top 25% of the sites scanned in this index. Just above: Unity C, Bootlegger Coffee Company C. Just below: Tall Ships C, Coffee Cats Café C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain40%no
Publish the menu or price list as HTML30%no
Let AI crawlers in (no block at the server or in robots.txt)80%yes
Structured data with address, phone and hours0%no
Have an llms.txt40%no

Compared with its peers

Average scoreA or BThis site
Sites built with Squarespace 33,756 sites61%41%61.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Woolworths coffee_shop, breakfast, burger2.6 kmDyes
Businesses like yours

Businesses like Cafe Sparrow in Durban cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Durban cafes and bars1644%6%61.5%
Sites built with Squarespace in Durban cafes and bars162%0%61.5%

After the top fixes

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; Menu or price list is a PDF), the score would be about 95.4%, which would be first of 16 in Durban cafes and bars.

Findings

What to fix first

  1. 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. How to fix it

  2. Structured data is incomplete +6 points

    Missing: address, telephone, opening hours. How to fix it

  3. 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. How to fix it

  4. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. 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 Durban cafes and bars. 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.
  • Structured data found (LocalBusiness) no address, phone or hours in it

Builder: squarespace · 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