GEO Toolbox · Blog
Playbooks for getting cited by AI.
Research, tactics, and honest takes on generative engine optimization, AI visibility, and the future of search.137 articles and counting.
Comparisons articles
25 totalKimi K3 vs Claude: Coding, Cost, and Reasoning Compared
Kimi K3 vs Claude, compared honestly: which wins on frontend coding, reasoning, speed, and real cost per task across Fable 5, Opus 5, and GPT-5.6 Sol.
OKF vs RAG: Does Google's Open Knowledge Format Replace RAG?
Google's Open Knowledge Format (OKF) is being called a RAG killer. It isn't. What OKF v0.2 actually does, where it beats RAG, and how the two work together.
The Best AI Search Engines in August 2026
The best AI search engines in August 2026, ranked by what you actually use them for, with vendor-checked pricing and an honest look at citations.
The Best ChatGPT Alternatives in 2026, Sorted by Job
The best ChatGPT alternatives in 2026, sorted by what you use them for, with vendor-checked July pricing: Claude, Gemini, Perplexity, DeepSeek, and more.
The 10 Best Open-Source LLMs in August 2026 (Ranked)
The best open source LLMs of August 2026, ranked: GLM-5.2, DeepSeek V4, Kimi K3 and more, with licenses, real hardware needs, and every claim dated and verified.
Gemini 3.6 Flash vs 3.5 Flash-Lite: Which to Use (2026)
Google shipped Gemini 3.6 Flash and 3.5 Flash-Lite on July 21, 2026. Here's what each costs, how they benchmark, and which cheap Gemini model to actually use.
Semrush vs Ahrefs (August 2026): What the Data Says
We ran Semrush and Ahrefs on the same three sites, twice, twelve days apart, and checked both against Google Search Console. Here's where they disagree, and which numbers to trust.
Claude vs Gemini: Which Is Better? An Honest Look Under the Hood
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. August 2026.
Microsoft Copilot vs Google Gemini: Which Is Better? (2026)
An honest, current comparison of Microsoft Copilot and Google Gemini: models, pricing, coding, privacy, and which AI assistant actually fits your work in 2026.
Microsoft Copilot vs ChatGPT: Which Is Better? (2026)
Microsoft Copilot vs ChatGPT, honestly compared for 2026. Same OpenAI brain, different body: models, pricing, Office, privacy, and which one cites your brand.
Chinese AI Models Compared: DeepSeek, Qwen, GLM, Kimi (2026)
An honest, current comparison of the top Chinese AI models - DeepSeek, Qwen, GLM, Kimi and more - covering capability, cost, safety, and AI visibility.
Grok vs Gemini: Which Is Better? An Honest Comparison (2026)
Grok vs Gemini, compared for August 2026: current models, pricing, real-time data, coding, image and video, and which engine actually ends up citing your brand.
Gemini vs ChatGPT: Which Is Better? Honest Comparison (August 2026)
Gemini vs ChatGPT, honestly compared and current to August 2026: models, pricing, context, coding, privacy, and which engine actually ends up citing your brand.
Grok vs ChatGPT: Which Is Better? Honest Comparison (August 2026)
Grok vs ChatGPT, compared honestly and current to August 2026: real-time data, coding, writing, context, safety, pricing, and which AI to optimize your brand for.
Grok vs Claude: Which Is Better? An Honest Comparison (August 2026)
Grok vs Claude, compared honestly and current to August 2026: real-time data, coding, writing, context, safety, pricing, and which AI to optimize your brand for.
What Is Grok? Elon Musk's xAI Chatbot, Explained
What is Grok? A current guide to xAI's chatbot: who makes it, the models, pricing, Grok vs ChatGPT, the controversies, and what it means for your brand.
Claude vs ChatGPT: Which Is Better? An Honest Look Under the Hood
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. August 2026.
Profound Pricing: What It Costs in 2026 (and Is It Worth It)
Profound pricing reconciled tier by tier: the $99 Starter, $399 Growth, and custom enterprise plans, the June 2026 shift to public prices, and whether it is worth it.
GEO Services vs Software: Hire an Agency or Use a Tool?
Compare GEO services vs software: what a generative engine optimization agency does, what GEO tools cost, and how to choose between hiring out and DIY in 2026.
Best AEO Tools (August 2026): An Honest, Job-Based Guide
The best AEO tools in 2026, by the job you need: track brand mentions, monitor citations, optimize to be cited, or check that answer engines can reach you.
Profound Alternatives: Choosing an AI Visibility Tool (2026)
Profound alternatives for 2026, chosen by the job you need done: budget tracking, SEO-suite add-ons, action tools, or whether AI can even reach your pages.