
Crawlers & Agents
Agentic AI vs Generative AI (And Where AI Agents Fit)
Agentic AI vs generative AI vs AI agents, explained without the hype: what each one is, how they differ, and what it means for whether AI finds your brand.
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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Crawlers & Agents
Agentic AI vs generative AI vs AI agents, explained without the hype: what each one is, how they differ, and what it means for whether AI finds your brand.

Comparisons
Claude vs Gemini, 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.

Comparisons
Microsoft Copilot pricing in 2026: the free tier, Microsoft 365 Premium, the $18/$21/$30 business plans, the base-license trap, plus Studio and Cowork credits.

Crawlers & Agents
What the Claude Code context window is, how big it gets (200K vs 1M), what fills it, and how to read the /context meter before it degrades your output.

Crawlers & Agents
Claude Code burns tokens fast because it re-reads your whole context on every step. Here is the mechanism, plus the highest-impact ways to cut your token bill.

AI Engines
Open weights and open source are not the same thing. See what each term means, which 2026 AI models are which, the license catches, and why it matters.

How AI Works
What is Claude AI? Anthropic's assistant explained: the models (Haiku, Sonnet, Opus, Fable 5.1), pricing, limits, privacy, and what it means for your brand.

Tools & Tracking
Every ChatGPT price for 2026: Free, Go, Plus, the two Pro tiers ($100 and $200), Business, Enterprise, and API token costs, plus which plan is worth it.

Crawlers & Agents
Every Claude price for October 2026: Free, Pro, Max, Team, Enterprise, and API costs for Opus 5.5, Sonnet 5.5, Haiku 4.5, and Fable 5.1, plus which plan is worth it.

Tools & Tracking
Gemini API pricing 2026: every model's token cost, the four service tiers, the free tier, Vertex vs Developer API, and the hidden costs that inflate your bill.

AI Engines
Gemini Omni is Google's any-input-to-video AI model. What Omni Flash does, which Google AI plans include it, API pricing at $0.10/sec, and what breaks.

How AI Works
How Google AI Mode picks and cites pages, what actually changes for SEO, how to measure visibility Search Console barely breaks out, and what you can control.