
AI Engines
What Is Qwen? Alibaba's Open-Weight AI Family, Explained
What is Qwen? Alibaba's open-weight AI family explained: the Qwen3.8 lineup, the open-vs-closed Max split, safety, and what it means for your AI visibility.
GEO Toolbox · Blog
Research, tactics, and honest takes on generative engine optimization, AI visibility, and the future of search.
163 articles and counting.
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AI Engines
What is Qwen? Alibaba's open-weight AI family explained: the Qwen3.8 lineup, the open-vs-closed Max split, safety, and what it means for your AI visibility.

How AI Works
What is temperature in AI? The real mechanism behind why ChatGPT and other LLMs give a different answer every time, and what that variance means for your brand.

AI Engines
Claude Fable 5 is back after a 19-day US export ban. Why it was pulled, why the ban was lifted, the new code-flagging classifier, and Mythos 5's status.

Comparisons
Claude vs ChatGPT, compared honestly: how each is built, how they search and cite the web, who wins which task, and which one to show up in. October 2026.

How AI Works
How does Claude work? The honest mechanism: the transformer, Constitutional AI, what interpretability found, and why even its self-explanation is a guess.

How AI Works
How does ChatGPT work? The honest mechanism: tokens, embeddings, attention, and next-token prediction, and what each step means for your AI visibility.

How AI Works
What are tokens in AI? The chunks models read instead of words, why they make ChatGPT miscount letters, and what tokenization means for AI visibility.

How AI Works
RAG (retrieval-augmented generation) is the engine behind AI search. What it is, how it works, and how to be the content that gets retrieved and cited.

How AI Works
Content chunking is a real RAG-pipeline concept and a shaky SEO tactic. What Google's AI guide says to skip, and what page structure still earns citations.

Crawlers & Agents
Schema markup for AI search, minus the hype: which engines actually use JSON-LD, what the studies show, the types worth adding, and how to verify it arrived.

How AI Works
Vector embeddings explained for SEOs: how AI search engines turn content into vectors, retrieve passages by similarity, and what you can actually optimize.

Tools & Tracking
How ChatGPT cites sources: what a citation is, how it decides what to cite, why so many citations are wrong, and how to track which sources it shows you.