The CAI Systems blog
Real numbers for South African businesses.
Working notes on AI visibility, automation and cash flow. Every claim is sourced, and the sources are listed at the bottom of each post.
AI visibility
How AI engines decide whether to cite your brand, and why ChatGPT, Claude and Perplexity don't agree
One AI tool names you and links to your pricing page. Another doesn't mention you. A third gets your price wrong. Here's what's going on inside each one, and what you can change.
AI visibility
How to check whether ChatGPT recommends your business: a 30-minute test
Ten real customer questions, four AI engines, four things to write down each time. No tools, no budget, and a baseline you can re-run every month.
AI visibility
The one sentence that decides whether AI can recommend your business
Before an AI engine recommends you it has to be sure what you are. Here's the formula for the sentence that tells it, and every place it needs to appear.
Marketing
ChatGPT, Claude, Gemini or Perplexity: which AI to use for which marketing job
Even the AI companies now send each task to a different model. Here's how a small marketing team can do the same, plus the three rules that matter more than the tool.
AI visibility
We scanned 30 South African websites to see if AI can read them. None scored full marks.
Average score 2.7 out of 5. In 87% of cases the missing piece was the same one — and it wasn't blocked crawlers, which turned out to affect only 2 of the 30.
Cash flow
Three in five South African small businesses fail while turning a profit
The number that should worry you more than a slow month: most SME closures in South Africa aren't about being unprofitable — they're about cash flow timing.
Compliance
What you're actually allowed to promise a customer in South Africa
"We'll pre-approve you," "guaranteed results," "verified agent" — some of the most common small-business promises cross a real regulatory line without anyone realizing it.
AI visibility
Your competitor's name might be eating your brand search — here's what a real check found
A real technical test of our monitoring pipeline turned up something specific: searching for a business's own brand name surfaced a much bigger, unrelated competitor instead.
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Research notes on AI visibility, automation and cash flow for South African businesses. No schedule, no filler.
- Every claim sourced, and the sources listed
- Written for South African conditions and rands
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