The South African AI Visibility Report 2026

The headline findings

• In 5 of 19 industries the AI assistants have not settled on a clear leader - the most winnable categories: Short-Term Insurers (Car & Home), Life and Long-Term Insurance, Investment and Asset Management, Private Tertiary Education, IT Managed Services and Systems Integrators.
• No South African brand scored above 75/100 in any category. The strongest is Payfast in payment providers at 66.3/100 - AI rarely recommends any local brand with full confidence.
• Household names are named often but recommended rarely: Peach Payments (payment providers), Volkswagen (car brands), Hollywoodbets (betting and gaming), Absa (commercial / corporate banks), Rain (mobile networks) - mentioned frequently yet seldom the actual recommendation.
• The assistants lean on a small set of sources: businesstech.co.za and hippo.co.za were each cited in 394 answers, businesstech across 17 of the 19 industries, with MyBroadband, Wikipedia and Reddit also shaping answers.
• The median category leader scores just 48.3/100, so in most industries the AI default is weak and winnable with the right Answer Engine Optimisation.

Who AI recommends in each South African industry

The brand each assistant most often puts forward when a South African asks for the best option, scored 0-100. Click an industry for the full league table.

The AI Visibility Quality Score

The AI Visibility Quality Score is a 0-100 measure of how strongly AI assistants put a brand forward. It combines how often the brand is named with the rank position it is given in each answer, averaged across all 180 AI answers per industry (20 buyer-intent questions, asked to three assistants, repeated three times). Answers that do not name the brand count as zero. Whether a brand is actively recommended or merely listed is reported separately, as the Mentioned vs. Recommended measure.

How AI is changing brand discovery

South African buyers increasingly open their search not on Google but inside an AI assistant - "what is the best provider for me?" The assistant answers with a short, confident list. The brands it names enter the consideration set; the brands left off never get a chance. This report measures who the assistants name, recommend and rank across the industries South Africans buy in. For the wider shift behind these numbers, see how AI search is changing traffic.

How the report was built

We asked ChatGPT (OpenAI), Claude (Anthropic) and Gemini (Google) - each with live web search enabled - the real buyer-intent questions South Africans ask. Twenty questions per industry, asked to three assistants, repeated three times each: 180 answers per industry, 3,417 in total. For every answer we captured which brands were named, which were actively recommended, and where they ranked, then scored each brand on the 0-100 Quality Score.

These Q2 2026 figures were restated alongside the Q3 2026 edition with improved brand matching: a brand named through its parent company or a combined name (for example "Matrix (by MiX Telematics)") is now counted, and a bare group name is no longer credited to a differently named subsidiary. No answers were re-collected.

Read the full methodology →

Which websites shape AI answers about South African brands

Across all 19 industries, these are the domains the assistants cited most often. Earning presence on these sources is one of the most direct ways to influence what AI recommends.