Deep dives on AI visibility, indexing, citation, and how to be discovered by every AI that matters.
Being found is step one. The Visibility Engine now also delivers your message — human-reviewed SMS and email campaigns sent to verified business contacts, with a full written breakdown in your inbox when the job is done.
On 31 August 2026, the European Commission designated ChatGPT a Very Large Online Search Engine under the DSA, the first AI chatbot placed in the same legal category as Google Search. Here is a deep analysis of what that means for African businesses.
AI systems don't see the entire web. They retrieve through a multi-stage pipeline that filters out 99% of online content before it ever reaches a generated answer. Here's how to survive each stage.
AI systems like ChatGPT and Perplexity need multiple independent sources to confirm a claim before they cite you. If your brand exists in only one place online, you are invisible to AI answers.
Being crawled by AI systems doesn't mean being cited. A growing number of brands are discoverable but never referenced in AI answers — here's why the trust gap exists and how to close it.
ChatGPT cites you, but Perplexity doesn't. Gemini knows your product, but Claude has never heard of it. Here's why AI systems disagree about your brand — and what to do about it.
Every AI model has a training data deadline. Anything you published after it doesn't exist in the model's memory. Here's how the retrieval layer works — and how to get your fresh content discovered.
A practical guide to making your company easier for Google and AI-powered search systems to discover, understand, and represent accurately.
LLMs don't index the web — they absorb authority signals. Understanding how ChatGPT, Perplexity, and Claude decide who to cite is now a core brand strategy.
AI search tools like Perplexity and ChatGPT Search are how people find talent now. If your professional profile isn't indexed where they look, you don't exist.
Millions of businesses rank on Google but are completely invisible to AI search tools like Perplexity, ChatGPT, and Gemini. Here's the structural reason why — and how to fix it.
Understanding how Perplexity, ChatGPT, and Gemini actually retrieve information is the first step to getting your content included in their answers.
GEO — Generative Engine Optimisation — is the new discipline replacing traditional SEO. Here's what it means, why it matters, and how to do it.
