AI tools and automation for marketing teams and agencies.
October 15, 2026
Why ChatGPT, Gemini and Claude don't know about your launch, new price or new brand: each model's knowledge cutoff, when AI searches the web, the search index delay
October 15, 2026
When ChatGPT searches the internet and when it answers from training alone: what triggers a search, how to see the sources, what RAG is, what changes on the
October 8, 2026
A guide to how ChatGPT works: how the LLM builds sentences, what comes from training, when it searches the web, why answers change, why it makes up company
September 26, 2026
What AI hallucination is, the types a research review describes, the hallucination rate of leading models, why less-cited brands face more risk and six real cases involving companies.
August 17, 2026
How to report a wrong answer in ChatGPT, Gemini, AI Overviews, Copilot and Perplexity, what each company does with the report, and the path to correct the answer:
August 4, 2026
Why ChatGPT gets company facts wrong and makes them up, how to tell whether a mistake came from training or from a web page, which facts AI gets
