# GEO Toolbox — complete article index

> Every published article on https://geotoolbox.ai, in every locale. The navigation index is at https://geotoolbox.ai/llms.txt; the full text of every English article is at https://geotoolbox.ai/llms-full.txt.

Any article URL also serves plain markdown: append `.md` to it, or send `Accept: text/markdown`.

## English (137 articles)

- [Blog index](https://geotoolbox.ai/blog)
- [Ahrefs Alternatives (2026): The Honest, Job-Based List](https://geotoolbox.ai/blog/ahrefs-alternatives): The best Ahrefs alternatives for 2026, by job: broadest all-in-one, keyword research, backlinks, content, and AI-visibility tracking. Prices checked August 2026.
- [Semrush Alternatives (2026): The Honest, Job-Based List](https://geotoolbox.ai/blog/semrush-alternatives): The best Semrush alternatives for 2026, picked by job: cheaper all-in-one, keyword research, backlinks, PPC, local, and AI-visibility tracking.
- [AI SEO: What It Actually Means (and How to Do It in 2026)](https://geotoolbox.ai/blog/ai-seo): AI SEO means two different things: using AI to do SEO faster, and optimizing to get cited by AI search. Here's the breakdown, with 2026 data.
- [Is SEO Dead in 2026? What the Data Actually Says](https://geotoolbox.ai/blog/is-seo-dead): Is SEO dead in 2026? No - but 'rank #1, get the click' is. The data on AI Overviews, zero-click search, and what actually gets you cited.
- [Topical Authority: How It Actually Works for Google and AI Search](https://geotoolbox.ai/blog/topical-authority): Topical authority is how search and AI engines learn to treat your site as the expert on a subject. Here is how it really works, and whether AI search cares.
- [What Is Meta AI? The Assistant, the Muse Models, and Why It Matters](https://geotoolbox.ai/blog/what-is-meta-ai): What is Meta AI? A current guide to Meta's free assistant: the Llama-to-Muse Spark switch, where it runs, Meta AI vs ChatGPT, privacy, and AI visibility.
- [Zero-Click Searches: The Real Numbers and What Still Works in 2026](https://geotoolbox.ai/blog/zero-click-searches): Zero-click searches now end ~68% of US Google queries. Here is what that number really means, why rankings hold while traffic falls, and the levers that still work.
- [ChatGPT Ads: How They Work, What They Cost, and Who Sees Them](https://geotoolbox.ai/blog/chatgpt-ads): ChatGPT ads are live for Free and Go users. How they work, who sees them, what advertisers pay, and what they mean for your organic AI visibility.
- [LLM SEO: What It Is, What's Different, and How to Do It (2026)](https://geotoolbox.ai/blog/llm-seo): LLM SEO means getting your brand cited by ChatGPT, Claude, and Perplexity. What changes vs traditional SEO, what Google says to skip, and how to do it.
- [Semantic SEO: How to Write for Meaning, Not Keyword Strings](https://geotoolbox.ai/blog/semantic-seo): Semantic SEO means optimizing for topics, entities, and meaning instead of exact-match keywords. Here's the retrieval mechanism behind it and how to do it.
- [GEO vs SEO: How to Split Your Budget Between Search and AI](https://geotoolbox.ai/blog/geo-vs-seo): GEO vs SEO (and SEO vs GEO): what each optimizes for, when traditional SEO still wins, how to split the budget between them, and when to migrate to GEO.
- [Grok 4.6: Specs, Benchmarks, Real Cost & the Honest Verdict (2026)](https://geotoolbox.ai/blog/grok-4-6): Grok 4.6 is xAI's agent-first model, out August 12, 2026. A close read of the specs, the real benchmark table, the 200K price cliff, and AI-search impact.
- [Semrush Review (2026): We Tested It on Three Real Sites](https://geotoolbox.ai/blog/semrush-review): A hands-on Semrush review from a paying account: accuracy tested against Search Console on three sites, 2026 pricing decoded, and the complaints that matter.
- [DeepSeek V4: What It Actually Is Now (GA, Pricing, and the Catches)](https://geotoolbox.ai/blog/deepseek-v4): DeepSeek V4 explained, current to August 2026: what changed at GA, Flash vs Pro, the real API cost, self-hosting, and how honest the benchmarks really are.
- [Best AI SEO Agencies (2026): An Honest Buyer's Guide](https://geotoolbox.ai/blog/best-ai-seo-agencies): The best AI SEO (GEO) agencies in 2026, sorted by job, plus how to verify any agency's citation claims yourself in 20 minutes and when not to hire one at all.
- [How to Run Kimi K3 Locally: What It Actually Takes (2026)](https://geotoolbox.ai/blog/how-to-run-kimi-k3-locally): How to run Kimi K3 locally: the real hardware for a 1.56TB model, five routes ranked by cost and speed, and an honest verdict on self-hosting.
- [Kimi K3 vs Claude: Coding, Cost, and Reasoning Compared](https://geotoolbox.ai/blog/kimi-k3-vs-claude): 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?](https://geotoolbox.ai/blog/okf-vs-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.
- [Claude Opus 5: Pricing, Benchmarks & What Actually Changed](https://geotoolbox.ai/blog/claude-opus-5): Claude Opus 5 launched July 24, 2026 at the same price as Opus 4.8. The five effort levels, the real cost per task, and what breaks when you upgrade.
- [The Best AI Search Engines in August 2026](https://geotoolbox.ai/blog/best-ai-search-engines): 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](https://geotoolbox.ai/blog/chatgpt-alternatives): The best ChatGPT alternatives in 2026, sorted by what you use them for, with vendor-checked July pricing: Claude, Gemini, Perplexity, DeepSeek, and more.
- [How ChatGPT Search Works](https://geotoolbox.ai/blog/how-chatgpt-search-works): The model doesn't browse the web. A retrieval tool fetches live pages, and it answers with citations. How ChatGPT Search works and which index it uses.
- [How to Turn Off AI Overviews: What Actually Works in 2026](https://geotoolbox.ai/blog/how-to-turn-off-ai-overviews): No official setting turns off Google AI Overviews. What works in 2026: the Web filter, udm=14, extensions, mobile fixes, and the real opt-out for site owners.
- [What Are Google AI Overviews? How They Work](https://geotoolbox.ai/blog/what-are-google-ai-overviews): What Google AI Overviews are, how Gemini builds them with query fan-out, when they appear, how sources get cited, and what they mean for your site's traffic.
- [What Is Google AI Mode? How It Works](https://geotoolbox.ai/blog/what-is-google-ai-mode): Google AI Mode is Google's conversational, Gemini-powered search. How query fan-out works, how it differs from AI Overviews, and how to turn it on or off.
- [AI Brand Sentiment: How to Track What AI Says](https://geotoolbox.ai/blog/ai-brand-sentiment): What AI brand sentiment is, why social listening misses it, and a free method to track and improve how ChatGPT, Gemini, and Perplexity describe your brand.
- [The 10 Best Open-Source LLMs in August 2026 (Ranked)](https://geotoolbox.ai/blog/best-open-source-llms): 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)](https://geotoolbox.ai/blog/gemini-3-6-flash-vs-3-5-flash-lite): 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.
- [How to Get Cited by AI: What Actually Works in 2026](https://geotoolbox.ai/blog/how-to-get-cited-by-ai): How to get cited by AI: what actually determines citations in ChatGPT, Perplexity, Gemini and AI Overviews - the evidence, the myths, and a 30-day plan.
- [What Is Qwen3.8-Max? Alibaba's 2.4T Flagship](https://geotoolbox.ai/blog/qwen3-8-max): What is Qwen3.8-Max? Alibaba's 2.4T-parameter flagship: the published benchmarks, the independent ones, API pricing, and the open-weights promise.
- [How to Run an LLM Locally (2026 Guide)](https://geotoolbox.ai/blog/run-llm-locally): Run a large language model on your own Mac or PC. A practical guide to hardware, tools, quantization, setup, using it for coding, and whether it's worth it.
- [Semrush vs Ahrefs (August 2026): What the Data Says](https://geotoolbox.ai/blog/semrush-vs-ahrefs): 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.
- [How to Track Brand Mentions in AI Search](https://geotoolbox.ai/blog/track-brand-mentions-in-ai-search): How to track brand mentions in AI search: a free method that works, the metrics that matter, how many times to run a prompt, and when a tracker is worth it.
- [What Is an XML Sitemap? Format, Limits, and How to Find One](https://geotoolbox.ai/blog/xml-sitemap): What an XML sitemap really is, which tags Google still uses in 2026, how to find and validate one, and whether it helps rankings or AI search.
- [Kimi API Pricing August 2026: Cost, Keys, and Limits](https://geotoolbox.ai/blog/kimi-api-pricing): What the Kimi API costs in 2026: per-model pricing, the $1 minimum, rate-limit tiers, and the endpoint split that quietly returns a 401 on a valid key.
- [Kimi Pricing in 2026: Plans, Free Tier, and Is It Worth It?](https://geotoolbox.ai/blog/kimi-pricing): Kimi pricing, current to August 2026: the free Adagio tier, all five plans, how the credit system really works, and whether it beats ChatGPT Plus or Claude Pro.
- [Inkling AI Model: Thinking Machines Lab's First Model, Explained](https://geotoolbox.ai/blog/inkling-ai): The Inkling AI model is Thinking Machines Lab's first release: a 975B open-weights multimodal AI. What it is, the specs, the real benchmarks, and who it's for.
- [What Is AI Visibility? Definition, Metrics, and Drivers (2026)](https://geotoolbox.ai/blog/what-is-ai-visibility): AI visibility is how often AI engines like ChatGPT and Google AI Overviews mention, cite, or recommend your brand, plus how to measure and move it.
- [What Is Kimi K3? Moonshot AI's 2.8T Open Model, Explained](https://geotoolbox.ai/blog/what-is-kimi-k3): What is Kimi K3? Moonshot AI's open-weight model explained: real specs, which benchmarks to trust, pricing, whether you can run it, and K2 vs DeepSeek.
- [Best AI Visibility Tools in 2026: 11 Trackers Compared](https://geotoolbox.ai/blog/best-ai-visibility-tools): The 11 best AI visibility tools in 2026, compared on verified 2026 pricing, per-tier engine coverage, accuracy caveats, free options, and cost per prompt.
- [What Is Claude Code? Anthropic's Agentic Coding Tool, Explained](https://geotoolbox.ai/blog/what-is-claude-code): What is Claude Code? Anthropic's agentic coding tool: it reads your codebase, edits files, and runs commands from plain English. What it costs and how it works in 2026.
- [Best Perplexity Rank Trackers (2026): An Honest Comparison](https://geotoolbox.ai/blog/best-perplexity-rank-tracker): The best Perplexity rank trackers in 2026, compared honestly: what each tracks, which ones gate Perplexity behind a higher tier, the free way to check, and how to pick.
- [The Best Open-Source Tools for Claude Code (2026)](https://geotoolbox.ai/blog/claude-code-open-source-tools): The open-source repos that make Claude Code better: MCP servers, subagent frameworks, cost trackers, and hooks, with the security caveats most roundups skip.
- [DeepSeek Pricing in 2026: Free App, Cheap API, Is It Worth It?](https://geotoolbox.ai/blog/deepseek-pricing): DeepSeek pricing, current to August 2026: the free app, V4 Flash and V4 Pro API costs, cache-hit vs cache-miss billing, and how it compares to ChatGPT and Claude.
- [Grok 4.5: Specs, Benchmarks, Pricing & the Honest Verdict (2026)](https://geotoolbox.ai/blog/grok-4-5): Grok 4.5 is xAI's cheaper, faster 'Opus-class' coding model, out July 8, 2026. An honest look at specs, real benchmarks, true cost, EU access, and AI search.
- [How AI Models Actually Think (What's Really Going On Inside)](https://geotoolbox.ai/blog/how-ai-models-think): Not autocomplete, not a conscious mind. How AI models actually think inside: next-token prediction, the concepts they build, and what new interpretability research reveals about an LLM.
- [The State of AI Search in 2026: What the Data Actually Shows](https://geotoolbox.ai/blog/state-of-ai-search-2026): The state of AI search in 2026, reconciled from every major study: AI Overview traffic, which engines cite what, and how to measure your visibility.
- [What Is Agentic AI? A Plain-English Guide for Brands](https://geotoolbox.ai/blog/agentic-ai): Agentic AI explained without the hype: what it is, how AI agents work, how it differs from generative AI, and what it means for whether AI finds your brand.
- [Claude vs Gemini: Which Is Better? An Honest Look Under the Hood](https://geotoolbox.ai/blog/claude-vs-gemini): 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 Pricing in 2026: Plans, Free Tier & Cost](https://geotoolbox.ai/blog/copilot-pricing): 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.
- [Claude Code Context Window: What It Is and Why It Controls Costs](https://geotoolbox.ai/blog/claude-code-context-window): 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.
- [How to Reduce Claude Code Token Costs (and Why They Add Up Fast)](https://geotoolbox.ai/blog/reduce-claude-code-token-costs): 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.
- [Open Weights vs Open Source: The Real Difference (2026)](https://geotoolbox.ai/blog/open-weights-vs-open-source): 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.
- [What Is Claude AI? Anthropic's AI Assistant, Explained](https://geotoolbox.ai/blog/what-is-claude-ai): What is Claude AI? Anthropic's assistant explained: the models (Haiku, Sonnet, Opus, Fable 5), pricing, limits, privacy, and what it means for your brand.
- [ChatGPT Pricing August 2026: Plans, API Cost, and Is It Worth It?](https://geotoolbox.ai/blog/chatgpt-pricing): 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.
- [Claude Pricing in 2026: Plans, API Costs, and Is It Worth It?](https://geotoolbox.ai/blog/claude-pricing): Every Claude price for August 2026: Free, Pro, Max, Team, Enterprise, and API costs for Opus 5, Sonnet 5, Haiku 4.5, and Fable 5, plus which plan is worth it.
- [Gemini API Pricing in 2026: Every Model, Tier, and Hidden Cost](https://geotoolbox.ai/blog/gemini-api-pricing): 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.
- [Gemini Omni: What It Is, Pricing, and How to Get Access (2026)](https://geotoolbox.ai/blog/gemini-omni): 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.
- [Google AI Mode SEO: How to Get Cited and Track It](https://geotoolbox.ai/blog/google-ai-mode-seo): 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.
- [Claude Sonnet 5: Pricing, Benchmarks & Real-World Review (2026)](https://geotoolbox.ai/blog/claude-sonnet-5): Claude Sonnet 5 is out. Pricing, benchmarks vs Sonnet 4.6 and Opus 4.8, the real per-task cost at high effort, and what the first independent reviews reveal.
- [GPT-5.6 Explained: Sol, Terra, Luna & AI Visibility](https://geotoolbox.ai/blog/gpt-5-6): OpenAI's GPT-5.6 is three models: Sol, Terra, and Luna. What each does, the post-July-30 API prices, which plans and products get which model, and what it means for AI search.
- [Best Free SEO Tools (2026): The Honest, Job-Based List](https://geotoolbox.ai/blog/best-free-seo-tools): The best free SEO tools in 2026, by job, labeled honestly: actually-free vs freemium vs free-trial, plus the free way to check your AI-search visibility.
- [Copilot SEO: How to Get Cited in Microsoft Copilot](https://geotoolbox.ai/blog/copilot-seo): Copilot SEO means getting cited in Microsoft Copilot's answers. How Copilot grounds on the Bing index, what to structure, and how to track citations.
- [What Is Microsoft Copilot Studio? A Plain Guide (2026)](https://geotoolbox.ai/blog/copilot-studio): What is Microsoft Copilot Studio? A plain guide to the agent builder: what it does, how it differs from Copilot, what it really costs, and its honest limits.
- [Microsoft Copilot vs Google Gemini: Which Is Better? (2026)](https://geotoolbox.ai/blog/copilot-vs-gemini): An honest, current comparison of Microsoft Copilot and Google Gemini: models, pricing, coding, privacy, and which AI assistant actually fits your work in 2026.
- [Gemini 3.5 Pro: Release Date, Specs & What's Confirmed (2026)](https://geotoolbox.ai/blog/gemini-3-5-pro): Gemini 3.5 Pro is not out yet. A dated look at what Google confirmed, what's only rumored (2M context, Deep Think, pricing), and what it means for AI search.
- [What Is Grok Imagine? xAI's AI Image & Video Generator](https://geotoolbox.ai/blog/grok-imagine): Grok Imagine is xAI's AI image and video generator. Here's how to use it, whether it's free in 2026, what it can do, and how it stacks up against Sora and Veo.
- [Microsoft Copilot vs ChatGPT: Which Is Better? (2026)](https://geotoolbox.ai/blog/microsoft-copilot-vs-chatgpt): Microsoft Copilot vs ChatGPT, honestly compared for 2026. Same OpenAI brain, different body: models, pricing, Office, privacy, and which one cites your brand.
- [Perplexity Comet: What It Does, Costs, and Risks (2026)](https://geotoolbox.ai/blog/perplexity-comet): Perplexity's AI browser is free, genuinely useful for research, and not safe to hand your inbox. What Comet does, what it costs, and how its agent hits your site.
- [Perplexity Pricing 2026: Plans, Pro, Max, and Is It Worth It?](https://geotoolbox.ai/blog/perplexity-pricing): Perplexity's 2026 pricing explained: Free, Pro ($20), Max ($200), the $10 student plan, the credit system, and an honest take on whether Pro is worth it.
- [What Is Microsoft Copilot? Versions, Pricing & Models (2026)](https://geotoolbox.ai/blog/what-is-copilot): What is Microsoft Copilot? A plain guide to all the Copilot products, what they cost, how it works, Copilot vs ChatGPT, and how to show up when it answers.
- [What Is Perplexity? The AI Answer Engine, Explained](https://geotoolbox.ai/blog/what-is-perplexity): What is Perplexity AI? A current guide to the answer engine: who owns it, Comet, pricing, Perplexity vs ChatGPT, accuracy, and what it means for your brand.
- [Chinese AI Models Compared: DeepSeek, Qwen, GLM, Kimi (2026)](https://geotoolbox.ai/blog/chinese-ai-models-compared): An honest, current comparison of the top Chinese AI models - DeepSeek, Qwen, GLM, Kimi and more - covering capability, cost, safety, and AI visibility.
- [Gemini SEO: How to Get Cited in Google Gemini](https://geotoolbox.ai/blog/gemini-seo): Gemini SEO means getting cited in Google Gemini's answers. How grounding, the Google index, Google-Extended, and the four Gemini surfaces actually work.
- [Grok Pricing in 2026: Plans, Free Tier, and Is It Worth It?](https://geotoolbox.ai/blog/grok-pricing): Grok pricing explained, current to August 2026: the free tier, SuperGrok ($10/$30), Heavy, X Premium vs standalone, API token costs, and how to use Grok.
- [Best Content Optimization Tools (2026): Rank and Get Cited](https://geotoolbox.ai/blog/best-content-optimization-tools): The best content optimization tools in 2026, tested: what each does, real pricing, who should skip it, and where they fall short on getting cited by AI.
- [Best Link Building Platforms (2026): The 5 Types, by Job](https://geotoolbox.ai/blog/best-link-building-platforms): The best link building platforms in 2026 by type: research tools, outreach software, marketplaces, and managed PR. Who to skip, and what earns AI citations.
- [Gemini Pricing in 2026: Plans, API Costs, and Is It Free?](https://geotoolbox.ai/blog/gemini-pricing): Gemini pricing for August 2026: the free tier, Google AI Plus ($4.99), Pro ($19.99), Ultra ($99.99-$199.99), and the Gemini API token cost by model.
- [Grok vs Gemini: Which Is Better? An Honest Comparison (2026)](https://geotoolbox.ai/blog/grok-vs-gemini): 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 Gems: What They Are and How to Build One (2026)](https://geotoolbox.ai/blog/gemini-gems): Gemini Gems are reusable custom versions of Google Gemini. What they are, how to build one, what knowledge files really do, and how they compare to custom GPTs.
- [Gemini vs ChatGPT: Which Is Better? Honest Comparison (August 2026)](https://geotoolbox.ai/blog/gemini-vs-chatgpt): Gemini vs ChatGPT, honestly compared and current to August 2026: models, pricing, context, coding, privacy, and which engine actually ends up citing your brand.
- [What Is Query Fan-Out? How AI Search Turns One Question Into Many](https://geotoolbox.ai/blog/query-fan-out): Query fan-out is how AI search splits one question into many parallel sub-queries. What Google documents, which engines do it, and what it means for citations.
- [Scrunch AI Review (2026): Features, Pricing & Alternatives](https://geotoolbox.ai/blog/scrunch-ai-review): An honest Scrunch AI review: what the tool does, its 2026 pricing and Sitecore acquisition, who it's worth it for, and the best Scrunch AI alternatives.
- [What Is Peec AI? Features, Pricing, and Alternatives (2026)](https://geotoolbox.ai/blog/what-is-peec-ai): What Peec AI does, its 2026 pricing and funding, who it's for, its real limits, and the best Peec AI alternatives, reviewed by a competing tool's makers.
- [Agentic Commerce: Will AI Agents Recommend Your Brand?](https://geotoolbox.ai/blog/agentic-commerce): Agentic commerce in 2026: how AI agents find, judge, and recommend brands, what's live after the ChatGPT Instant Checkout pullback, and how to check yours.
- [E-E-A-T for AI Search: What Actually Makes Content Citable](https://geotoolbox.ai/blog/eeat-ai-search): E-E-A-T is not a ranking factor or a score. But the trust signals behind it decide whether ChatGPT, Perplexity, and AI Overviews cite you. Here is what works.
- [Grok 5: Release Date, Specs & What's Confirmed (August 2026)](https://geotoolbox.ai/blog/grok-5): Grok 5 isn't out yet. A dated look at xAI's next model: the slipping release date, confirmed-vs-rumored specs, the AGI claim, and what it means for AI search.
- [Grok vs ChatGPT: Which Is Better? Honest Comparison (August 2026)](https://geotoolbox.ai/blog/grok-vs-chatgpt): 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.
- [What Is x402? Coinbase's Payment Protocol for AI Agents](https://geotoolbox.ai/blog/what-is-x402): x402 lets AI agents pay in stablecoins over HTTP. What it is, how the 402 handshake works, whether it's a token, and how it compares to ACP, AP2 and MCP.
- [Grok vs Claude: Which Is Better? An Honest Comparison (August 2026)](https://geotoolbox.ai/blog/grok-vs-claude): 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 DeepSeek? China's Open-Weight AI, Explained](https://geotoolbox.ai/blog/what-is-deepseek): What is DeepSeek? The Chinese open-weight AI explained: R1, V3, and V4, the $6M myth, is it safe, the China and bans question, and what it means for you.
- [What Is Google Gemini? Models, Pricing & Features (2026)](https://geotoolbox.ai/blog/what-is-gemini): What is Google Gemini? A current guide to Google's AI: the models, pricing, how to use it, privacy, Gemini vs ChatGPT, and why it matters for your brand.
- [What Is GLM 5.2? China's Open-Weight AI, and Your Visibility](https://geotoolbox.ai/blog/what-is-glm-5-2): What is GLM 5.2? Zhipu's open-weight AI explained: the specs, honest benchmarks, the China question, pricing, and what it means for your AI visibility.
- [What Is Grok? Elon Musk's xAI Chatbot, Explained](https://geotoolbox.ai/blog/what-is-grok): 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.
- [What Is Kimi AI? Moonshot AI's Open-Weight Model, Explained](https://geotoolbox.ai/blog/what-is-kimi-ai): What is Kimi AI? Moonshot AI's Kimi K2 and K3 models explained: pricing, is it safe, the China question, open weights vs open source, and what it means.
- [What Is Qwen? Alibaba's Open-Weight AI Family, Explained](https://geotoolbox.ai/blog/what-is-qwen): 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.
- [What Is Temperature in AI? Why You Get Different Answers](https://geotoolbox.ai/blog/ai-temperature): 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.
- [Claude Fable 5 Is Back: The US Ban and Why It Was Lifted (2026)](https://geotoolbox.ai/blog/fable-5-ban): 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.
- [Claude vs ChatGPT: Which Is Better? An Honest Look Under the Hood](https://geotoolbox.ai/blog/claude-vs-chatgpt): 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.
- [How Does Claude Work? An Honest Look Under the Hood](https://geotoolbox.ai/blog/how-does-claude-work): How does Claude work? The honest mechanism: the transformer, Constitutional AI, what interpretability found, and why even its self-explanation is a guess.
- [How Does ChatGPT Actually Work? The Transformer, in Plain English](https://geotoolbox.ai/blog/how-does-chatgpt-work): How does ChatGPT work? The honest mechanism: tokens, embeddings, attention, and next-token prediction, and what each step means for your AI visibility.
- [What Are Tokens in AI? Why ChatGPT Miscounts Strawberry](https://geotoolbox.ai/blog/what-are-tokens-in-ai): 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.
- [What Is RAG (Retrieval-Augmented Generation)?](https://geotoolbox.ai/blog/what-is-rag): 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.
- [Content Chunking: What It Means and What Google Says to Skip](https://geotoolbox.ai/blog/content-chunking): 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.
- [Schema Markup for AI Search: What It Does and Doesn't Do](https://geotoolbox.ai/blog/schema-markup-for-ai): 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.
- [What Are Vector Embeddings? How They Shape What AI Search Cites](https://geotoolbox.ai/blog/vector-embeddings): Vector embeddings explained for SEOs: how AI search engines turn content into vectors, retrieve passages by similarity, and what you can actually optimize.
- [How ChatGPT Cites Sources (and Why It Gets Them Wrong)](https://geotoolbox.ai/blog/chatgpt-citations): 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.
- [ChatGPT vs Perplexity: How Each Finds and Cites Sources](https://geotoolbox.ai/blog/chatgpt-vs-perplexity): ChatGPT vs Perplexity, compared on what matters for visibility: how each retrieves, ranks, and cites sources, and how to get your brand into both answers.
- [Profound Pricing: What It Costs in 2026 (and Is It Worth It)](https://geotoolbox.ai/blog/profound-pricing): 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.
- [Answer Engine Optimization Best Practices: A 2026 Checklist](https://geotoolbox.ai/blog/aeo-best-practices): Answer engine optimization best practices for 2026, as a checklist you can audit a page against. Each practice marked tested or claimed, reachability first.
- [Agentic Browsers Are Here: Is Your Site Agent-Ready?](https://geotoolbox.ai/blog/agent-ready-website): Comet, ChatGPT Atlas, and Gemini now navigate and buy on your site for users. Here's what breaks, how to make your website agent-ready, and how to check.
- [AI Share of Voice: How to Measure Your Slice of AI Answers](https://geotoolbox.ai/blog/ai-share-of-voice): AI share of voice is your slice of brand mentions in AI answers vs competitors. How to calculate it, what counts as good, and why the denominator is the catch.
- [What Is an AI Visibility Score (and How It's Calculated)](https://geotoolbox.ai/blog/ai-visibility-score): An AI visibility score rates how often AI engines mention your brand, 0-100. What it measures, how it's calculated, what counts as good, and why tools disagree.
- [GEO Services vs Software: Hire an Agency or Use a Tool?](https://geotoolbox.ai/blog/geo-services-vs-software): 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.
- [GPTBot: What It Crawls and How to Allow or Block It](https://geotoolbox.ai/blog/gptbot): GPTBot is OpenAI's training crawler. What it crawls, how to allow or block it in robots.txt, and why blocking GPTBot does not remove you from ChatGPT search.
- [llms.txt: What It Is and Whether It's Actually Worth It](https://geotoolbox.ai/blog/llms-txt): llms.txt is suddenly everywhere. The honest, evidence-backed answer to what it is, what Google actually says about it, and whether your site needs one.
- [AI Crawlers: The List of AI Bots & How to Control Them](https://geotoolbox.ai/blog/ai-crawlers): AI crawlers fetch your pages for ChatGPT, Claude, Perplexity, and Google. The list of every major AI bot, what each does, and how to control it in robots.txt.
- [AI Content Optimization: Writing Pages LLMs Cite (2026)](https://geotoolbox.ai/blog/ai-content-optimization): AI content optimization, the writing-craft version: structure sentences, frame data, and add the originality that gets a page cited by ChatGPT and Perplexity.
- [AI Overview Tracker: Tools, Free Methods, and What They Miss](https://geotoolbox.ai/blog/ai-overview-tracker): Track Google's AI Overviews in 2026: the metrics that matter, free methods, the best AI Overview trackers compared, plus AI Mode and the check most tools miss.
- [AI Rank Tracker: How to Track Your Brand Across AI Engines](https://geotoolbox.ai/blog/ai-rank-tracker): An AI rank tracker monitors your brand across ChatGPT, Perplexity, Gemini, and AI Overviews. Why a single AI rank is a myth and what to track instead.
- [AI Visibility Audit: How to Run One (Step-by-Step Checklist)](https://geotoolbox.ai/blog/ai-visibility-audit): An AI visibility audit checks whether AI engines can reach, read, and cite your site. A step-by-step process, a free checker, and how to avoid vanity scores.
- [Best AEO Tools (August 2026): An Honest, Job-Based Guide](https://geotoolbox.ai/blog/best-aeo-tools): 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)](https://geotoolbox.ai/blog/profound-alternatives): 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.
- [Claude SEO: How to Get Cited in Claude](https://geotoolbox.ai/blog/claude-seo): Claude SEO means getting cited in Claude's answers. How Claude's web search and the three Anthropic crawlers work, what gets cited, and whether it's worth it.
- [GEO vs AEO vs SEO: What's the Difference?](https://geotoolbox.ai/blog/geo-vs-aeo-vs-seo): GEO vs SEO, AEO vs SEO, and GEO vs AEO compared: what each one optimizes for, how much of the work overlaps, which to prioritize, and whether SEO is dead.
- [How to Measure Your AI Visibility](https://geotoolbox.ai/blog/how-to-track-ai-visibility): How to measure your AI visibility: the metrics that matter, a free way to track brand mentions in ChatGPT and Perplexity, and when a paid tool is worth it.
- [What Is AEO? Answer Engine Optimization, Explained](https://geotoolbox.ai/blog/what-is-answer-engine-optimization): AEO (answer engine optimization) means getting cited in AI answers from ChatGPT, Perplexity, and Google AI Overviews. What it stands for and what's hype.
- [What Is LLMO (LLM Optimization)?](https://geotoolbox.ai/blog/what-is-llmo): LLMO (large language model optimization) means getting cited by ChatGPT, Claude, and Gemini. What it is, what's genuinely new about it, and how it relates to GEO and SEO.
- [AI Hallucinations: Why AI Gets Your Brand Wrong & How to Fix It](https://geotoolbox.ai/blog/ai-hallucinations): AI tools confidently state false facts about brands. Here's why AI hallucinates about your company, how to find it, and how to reduce and correct it fast.
- [Best Generative Engine Optimization (GEO) Tools in 2026](https://geotoolbox.ai/blog/best-generative-engine-optimization-tools): The best generative engine optimization (GEO) tools in 2026, grouped by job: AI visibility tracking, suite add-ons, free graders, content optimizers, and reachability.
- [Entity SEO & the Knowledge Graph: How AI Engines Understand Your Brand](https://geotoolbox.ai/blog/entity-seo): Entity SEO makes search and AI engines resolve your brand to one clear entity in the knowledge graph, so they recognize and cite you correctly. Here's how.
- [How to Get Cited in Google AI Overviews](https://geotoolbox.ai/blog/google-ai-overviews-seo): How to get your pages cited in Google AI Overviews: why ranking #1 isn't enough, what Google officially says, the citability checklist, and how to measure it.
- [How to Optimize for AI Search: A Step-by-Step Playbook](https://geotoolbox.ai/blog/how-to-optimize-for-ai-search): How to optimize for AI search, step by step: confirm AI bots can reach your pages, restructure for extraction, add citable substance, and measure citations.
- [Perplexity SEO: How to Get Cited in Perplexity](https://geotoolbox.ai/blog/perplexity-seo): Perplexity SEO means getting cited in an answer engine that shows its sources. How Perplexity picks sources, allowing PerplexityBot, and the Publishers Program.
- [SEO for ChatGPT: How to Get Cited in ChatGPT Search](https://geotoolbox.ai/blog/seo-for-chatgpt): SEO for ChatGPT means getting cited in ChatGPT's search answers. How it picks sources, which crawlers to allow, and how to appear, per OpenAI's own docs.
- [What Is Generative Engine Optimization (GEO)?](https://geotoolbox.ai/blog/what-is-geo): Generative engine optimization (GEO), also called AI search engine optimization, gets your brand cited in ChatGPT, Perplexity, and Google AI Overviews.
- [How Does AI Search Work? A Plain-English Breakdown](https://geotoolbox.ai/blog/how-does-ai-search-work): ChatGPT, Perplexity, Gemini, and Google AI Overviews all run the same four-step loop: read the question, search, pick sources, write a cited answer.

## Français (60 articles)

- [Blog index](https://geotoolbox.ai/fr/blog)
- [Alternatives à Ahrefs (2026) : le comparatif par métier](https://geotoolbox.ai/fr/blog/alternatives-ahrefs): Les meilleures alternatives à Ahrefs en 2026, classées par métier : suite la plus large, mots-clés, backlinks, contenu, audits, visibilité IA. Prix vérifiés.
- [Meilleures agences GEO (2026) : le guide d'achat honnête](https://geotoolbox.ai/fr/blog/agence-geo): Les meilleures agences GEO et SEO IA en France, classées par métier, avec les tarifs en euros HT et la méthode pour vérifier leurs promesses de citation.
- [Meilleurs outils AEO (août 2026) : le guide par besoin](https://geotoolbox.ai/fr/blog/outils-aeo): Les meilleurs outils AEO en 2026, classés par besoin : suivre vos mentions et citations, être cité par l'IA, ou vérifier que les moteurs vous lisent.
- [Meilleurs outils GEO (2026) : le comparatif par métier](https://geotoolbox.ai/fr/blog/outils-geo): Les meilleurs outils GEO en 2026, classés par métier : suivi de visibilité IA, suites SEO, diagnostics gratuits, optimiseurs de contenu. Prix vérifiés.
- [Alternatives à Semrush (2026) : le comparatif par métier](https://geotoolbox.ai/fr/blog/alternatives-semrush): Les meilleures alternatives à Semrush en 2026, classées par métier : suite moins chère, mots-clés, backlinks, PPC, local, visibilité IA. Prix vérifiés.
- [Faire tourner Kimi K3 en local : ce que ça exige vraiment](https://geotoolbox.ai/fr/blog/faire-tourner-kimi-k3-en-local): Faire tourner Kimi K3 en local : le vrai matériel pour un modèle de 1,56 To, cinq routes par coût et vitesse, et un verdict honnête sur l'auto-hébergement.
- [Grok 4.6 : specs, benchmarks et prix réel (2026)](https://geotoolbox.ai/fr/blog/grok-4-6): Grok 4.6, le modèle pour agents de xAI (12 août 2026) : fiche technique, benchmarks, le prix qui double à 200K tokens et son impact sur la recherche IA.
- [Avis Semrush (2026) : notre test sur trois sites réels](https://geotoolbox.ai/fr/blog/avis-semrush): Avis Semrush depuis un compte payant : chiffres recoupés avec la Search Console, tarifs 2026 décodés, et ce que paie vraiment un acheteur français.
- [Semrush vs Ahrefs (2026) : ce que disent les vrais chiffres](https://geotoolbox.ai/fr/blog/semrush-vs-ahrefs): Nous avons comparé Semrush et Ahrefs sur trois sites réels, puis confronté leurs chiffres à Google Search Console. Voici où ils divergent, et lequel croire.
- [Aperçus IA de Google (AI Overviews) : définition et fonctionnement](https://geotoolbox.ai/fr/blog/apercus-ia-google): Ce que sont les Aperçus IA de Google, comment Gemini les fabrique, quand ils s'affichent, comment les sources sont citées, et ce qu'ils changent pour votre trafic.
- [Claude Opus 5 : prix en euros, benchmarks et ce qui change vraiment](https://geotoolbox.ai/fr/blog/claude-opus-5): Le vrai prix de Claude Opus 5 en euros, les cinq niveaux d'effort qui peuvent doubler la facture, et ce qui casse quand vous migrez depuis Opus 4.8.
- [C'est quoi Qwen ? L'IA d'Alibaba cachée dans vos outils](https://geotoolbox.ai/fr/blog/cest-quoi-qwen): L'IA ouverte la plus téléchargée au monde est chinoise et vous ne la connaissez pas : Qwen d'Alibaba. Modèles open weights, licences, fiabilité et visibilité IA.
- [Commerce agentique : un agent IA recommandera-t-il votre marque ?](https://geotoolbox.ai/fr/blog/commerce-agentique): Commerce agentique en 2026 : comment les agents IA trouvent et recommandent les marques, ce qui est déjà actif en France, et comment vérifier la vôtre.
- [Prix de Perplexity 2026 : Pro, Max et le vrai coût en euros](https://geotoolbox.ai/fr/blog/prix-perplexity): Tous les tarifs de Perplexity en 2026 : Gratuit, Pro (environ 21 € TTC), Max, étudiant à 10 $, le système de crédits et l'avis honnête sur la formule à choisir.
- [C'est quoi Inkling ? Le 1er modèle de Thinking Machines Lab](https://geotoolbox.ai/fr/blog/cest-quoi-inkling): Inkling, le premier modèle de Thinking Machines Lab (Mira Murati) : IA à poids ouverts de 975 milliards de paramètres. Caractéristiques, benchmarks et accès.
- [Qu'est-ce que Perplexity ? Le moteur de réponses IA expliqué](https://geotoolbox.ai/fr/blog/cest-quoi-perplexity): Perplexity, c'est quoi ? Guide à jour : qui le possède, prix en dollars, Comet, Perplexity face à ChatGPT, fiabilité, RGPD et visibilité de votre marque.
- [IA chinoise : DeepSeek, Qwen, GLM, Kimi comparés (2026)](https://geotoolbox.ai/fr/blog/ia-chinoise): Comparatif complet des modèles d'IA chinois en 2026 : DeepSeek, Qwen, GLM, Kimi et les autres. Prix, licences, sécurité, RGPD et visibilité IA, passés au crible.
- [Prix de Kimi en 2026 : formules, offre gratuite et coût réel](https://geotoolbox.ai/fr/blog/prix-kimi): Prix de Kimi en août 2026 : l'offre gratuite Adagio, les cinq formules, le système de crédits, et pourquoi les payantes sont affichées « Sold out ».
- [Kimi K3 : le modèle ouvert 2,8T de Moonshot AI expliqué](https://geotoolbox.ai/fr/blog/kimi-k3): Qu'est-ce que Kimi K3 ? Le modèle à poids ouverts de Moonshot AI : specs réelles, benchmarks fiables, tarifs, faisabilité locale et comparatif K2/DeepSeek.
- [Qu'est-ce que Claude Code ? L'outil de codage IA d'Anthropic](https://geotoolbox.ai/fr/blog/quest-ce-que-claude-code): Claude Code, l'outil de codage agentique d'Anthropic : il lit votre code, modifie des fichiers et exécute des commandes. Prix en euros, fonctionnement en 2026.
- [Qu'est-ce que Mistral AI ? Modèles, assistant Vibe et prix](https://geotoolbox.ai/fr/blog/cest-quoi-mistral): Entreprise française, modèles Large 3 et Codestral, assistant Vibe (ex-Le Chat), offre gratuite, prix et souveraineté : Mistral AI expliqué clairement.
- [Claude ou Gemini : lequel choisir en août 2026 ?](https://geotoolbox.ai/fr/blog/claude-ou-gemini): Claude ou Gemini ? En France, la parité affichée à 20 $ disparaît : Claude Pro revient à environ 21 € TTC, Google AI Pro à 21,99 €. Comparatif vérifié en juillet 2026.
- [Prix de Claude en 2026 : formules, tarifs en euros et API](https://geotoolbox.ai/fr/blog/prix-claude): Tous les prix de Claude en août 2026 : Free, Pro (environ 21 € TTC), Max, Team et API. Le vrai tarif en euros, TVA comprise, et la formule à choisir.
- [Qu'est-ce que Kimi AI ? Le modèle chinois à poids ouverts](https://geotoolbox.ai/fr/blog/cest-quoi-kimi): Qu'est-ce que Kimi AI ? Kimi K2 et K3 de Moonshot AI : modèles, prix en euros, sécurité, question chinoise, poids ouverts vs open source et RGPD.
- [Grok ou Gemini : lequel choisir en août 2026 ?](https://geotoolbox.ai/fr/blog/grok-ou-gemini): Grok vs Gemini en août 2026 : modèles, prix en euros, temps réel, sécurité, RGPD et surtout quel moteur cite votre marque. Le comparatif honnête, à jour.
- [Copilot Studio : c'est quoi ? Le guide clair (2026)](https://geotoolbox.ai/fr/blog/cest-quoi-copilot-studio): Copilot Studio, c'est quoi ? Guide clair de la plateforme d'agents IA de Microsoft : ce qu'elle fait, son prix en crédits Copilot, sa différence avec Copilot.
- [Copilot ou ChatGPT : lequel choisir en août 2026 ?](https://geotoolbox.ai/fr/blog/copilot-ou-chatgpt): Copilot ou ChatGPT, le comparatif 2026 sans détour : même cerveau GPT, corps différents. Modèles, tarifs en euros, Office, RGPD, et qui cite votre marque.
- [GPT-5.6 : Sol, Terra, Luna et visibilité IA expliqués](https://geotoolbox.ai/fr/blog/gpt-5-6): GPT-5.6 d'OpenAI, c'est trois modèles : Sol, Terra et Luna. Tarifs API après la baisse du 30 juillet, quel modèle selon la formule et le produit, prix en euros et impact sur votre visibilité IA.
- [Combien coûte ChatGPT en août 2026 ? Tous les tarifs en euros](https://geotoolbox.ai/fr/blog/prix-chatgpt): Tous les prix ChatGPT 2026 en euros : Free, Go, Plus, les deux formules Pro, Business, Enterprise et l'API. TVA et RGPD compris, le vrai coût pour la France.
- [Grok 4.5 : prix, benchmarks et avis honnête (2026)](https://geotoolbox.ai/fr/blog/grok-4-5): Grok 4.5, le modèle de codage « classe Opus » de xAI : prix réels en euros, benchmarks, accès UE (ouvert le 16 juillet 2026) et impact sur votre visibilité IA.
- [Abonnement Grok en 2026 : prix, gratuit, ça vaut le coup ?](https://geotoolbox.ai/fr/blog/abonnement-grok): Le prix de l'abonnement Grok, à jour en août 2026 : formule gratuite, SuperGrok (10 à 30 $), Heavy, X Premium en euros, tarifs API grok-4.6. Vaut-il le coup ?
- [Qu'est-ce que Microsoft Copilot ? Versions, prix et modèles](https://geotoolbox.ai/fr/blog/cest-quoi-copilot): Qu'est-ce que Microsoft Copilot ? Guide clair : les sept produits, les prix en euros, Copilot face à ChatGPT, le RGPD et la souveraineté des données.
- [Gemini 3.5 Pro : date de sortie, prix et ce qui est confirmé](https://geotoolbox.ai/fr/blog/gemini-3-5-pro): Gemini 3.5 Pro n'est pas encore sorti. Ce que Google confirme, ce qui reste rumeur (2 M de tokens, Deep Think, prix) et l'impact sur votre visibilité IA.
- [Perplexity Comet : le navigateur IA gratuit, mais sûr ? (2026)](https://geotoolbox.ai/fr/blog/perplexity-comet): Gratuit, excellent pour la recherche, risqué pour votre boîte de réception : ce que vaut Perplexity Comet, ce qu'il coûte vraiment et ce qu'il change pour votre site.
- [Qu'est-ce que DeepSeek ? L'IA chinoise à poids ouverts (2026)](https://geotoolbox.ai/fr/blog/cest-quoi-deepseek): Qu'est-ce que DeepSeek ? Le laboratoire chinois derrière R1, V3 et V4 : le mythe des 6 millions, poids ouverts vs open source, CNIL et prix, à jour août 2026.
- [Chunking : ce que c'est, et ce que Google dit d'ignorer](https://geotoolbox.ai/fr/blog/chunking): Le chunking est un concept RAG réel, mais une tactique SEO fragile. Ce que Google dit d'éviter, et la structure qui obtient vraiment des citations IA.
- [Grok 5 : date de sortie et ce qui est confirmé (août 2026)](https://geotoolbox.ai/fr/blog/grok-5): Grok 5 n'est toujours pas sorti. Le point en août 2026 : ce qu'xAI a confirmé, ce qui relève de la rumeur, et l'impact pour votre visibilité IA.
- [Grok ou ChatGPT : comparaison honnête (août 2026)](https://geotoolbox.ai/fr/blog/grok-ou-chatgpt): Grok ou ChatGPT en 2026 : temps réel, code, sécurité, tarifs en euros, RGPD et visibilité de marque. Le comparatif honnête, mis à jour et sans parti pris.
- [Prix de Microsoft Copilot 2026 : formules et coûts cachés](https://geotoolbox.ai/fr/blog/prix-copilot): Le prix de Microsoft Copilot en France en 2026 : gratuit, Premium à 22 €, formules pro à 15,60/18,20/26 € HT, le piège de la licence de base, Studio et Cowork.
- [Comment fonctionne Claude ? Le mécanisme réel, sans filtre](https://geotoolbox.ai/fr/blog/comment-fonctionne-claude): Comment fonctionne Claude : le mécanisme réel (Transformer, IA constitutionnelle, interprétabilité) et ce que même Claude ne peut pas expliquer sur lui-même.
- [GEO vs AEO vs SEO : quelle est la différence ?](https://geotoolbox.ai/fr/blog/geo-vs-seo): GEO vs AEO vs SEO expliqués : ce que chacun optimise, leur recoupement réel (80 %), lequel prioriser selon votre activité, et si le SEO est vraiment mort.
- [Référencement IA : la méthode en 7 étapes](https://geotoolbox.ai/fr/blog/referencement-ia): Comment faire du référencement IA, dans l'ordre : accessibilité aux robots IA, restructuration en réponse en premier, preuves citables, puis mesure de vos citations.
- [Comment fonctionne la recherche IA ? ChatGPT, Perplexity, Gemini](https://geotoolbox.ai/fr/blog/comment-fonctionne-la-recherche-ia): ChatGPT, Perplexity, Gemini et les moteurs de recherche IA suivent la même boucle en 4 étapes : comprendre, chercher, évaluer les sources, puis citer.
- [Prix de Gemini en 2026 : forfaits, API et version gratuite](https://geotoolbox.ai/fr/blog/prix-gemini): Prix de Gemini en 2026 : Google AI Plus à 4,99 €, Pro à 21,99 €, Ultra jusqu'à 219,99 €, et le tarif complet de l'API Gemini par token, modèle par modèle.
- [Qu'est-ce que Claude AI ? L'assistant d'Anthropic expliqué](https://geotoolbox.ai/fr/blog/quest-ce-que-claude): Claude AI, c'est quoi ? L'assistant d'Anthropic expliqué : modèles (Haiku, Sonnet, Opus, Fable 5), prix en euros, limites, RGPD et Claude en français.
- [Qu'est-ce que le RAG (retrieval-augmented generation) ?](https://geotoolbox.ai/fr/blog/quest-ce-que-le-rag): Le RAG (retrieval-augmented generation) est le moteur de la recherche IA : ce qu'il est, comment il marche, et comment devenir la page qu'il récupère et cite.
- [Comment mesurer sa visibilité IA : le guide gratuit](https://geotoolbox.ai/fr/blog/suivre-visibilite-ia): Comment mesurer votre visibilité IA : part de voix, mentions vs citations, trafic référent IA (GA4), et une méthode gratuite pour la suivre chaque mois.
- [C'est quoi Grok ? Le chatbot IA d'Elon Musk (xAI)](https://geotoolbox.ai/fr/blog/cest-quoi-grok): C'est quoi Grok ? Guide clair du chatbot de xAI : modèles, prix en euros, Grok vs ChatGPT, le scandale des deepfakes en France et l'impact sur votre marque.
- [Embeddings : comment l'IA choisit ce qu'elle cite](https://geotoolbox.ai/fr/blog/embeddings): Les embeddings expliqués pour le SEO : comment les moteurs IA transforment le contenu en vecteurs, choisissent quoi citer et ce qu'on peut vraiment optimiser.
- [Qu'est-ce qu'un token en IA ? Pourquoi ChatGPT compte mal](https://geotoolbox.ai/fr/blog/quest-ce-quun-token): Qu'est-ce qu'un token en IA ? Les fragments de texte que les modèles lisent à la place des mots : tokenisation, coût par token, surcoût du français et visibilité IA.
- [Qu'est-ce que Google Gemini ? Modèles, prix et usage (2026)](https://geotoolbox.ai/fr/blog/cest-quoi-gemini): Qu'est-ce que Google Gemini ? Modèles à jour, prix en euros, version gratuite, vie privée (RGPD), Gemini face à ChatGPT, et ce que ça change pour votre marque.
- [Claude Sonnet 5 : prix, benchmarks et retour d'expérience (2026)](https://geotoolbox.ai/fr/blog/claude-sonnet-5): Claude Sonnet 5 est sorti. Prix, benchmarks face à Sonnet 4.6 et Opus 4.8, et le vrai coût par tâche à effort élevé.
- [Gemini ou ChatGPT : lequel choisir en 2026 ? (comparatif)](https://geotoolbox.ai/fr/blog/gemini-ou-chatgpt): Gemini ou ChatGPT ? Comparatif honnête et à jour (août 2026) : modèles, prix en euros, RGPD, codage, vidéo et quel moteur finit par citer votre marque.
- [Qu'est-ce que l'IA agentique ? Le guide clair pour les marques](https://geotoolbox.ai/fr/blog/ia-agentique): L'IA agentique sans le battage : définition, différence avec l'IA générative, comment fonctionnent les agents IA et ce que ça change pour votre visibilité.
- [Gemini Gems : c'est quoi et comment en créer un (2026)](https://geotoolbox.ai/fr/blog/gemini-gems): Gemini Gems : assistants Gemini personnalisés. Comment en créer un, fichiers de connaissances, prix en France et comparaison avec les GPT personnalisés.
- [Claude Fable 5 est de retour : l'interdiction levée (2026)](https://geotoolbox.ai/fr/blog/fable-5-ban): Claude Fable 5 est de retour après 19 jours d'interdiction américaine. Pourquoi la suspension, pourquoi la levée, le nouveau classifieur et Mythos 5.
- [Claude ou ChatGPT : comparaison honnête (août 2026)](https://geotoolbox.ai/fr/blog/claude-ou-chatgpt): Claude ou ChatGPT comparés sans filtre : fonctionnement, fiabilité, prix en euros, RGPD, et pourquoi Fable 5 change la donne pour les utilisateurs français.
- [Comment fonctionne ChatGPT ? Le Transformer expliqué simplement](https://geotoolbox.ai/fr/blog/comment-fonctionne-chatgpt): Comment fonctionne ChatGPT : le mécanisme réel (tokens, embeddings, attention, prédiction du token suivant) et ce que ça change pour votre visibilité IA.
- [Qu'est-ce que le Generative Engine Optimization (GEO) ?](https://geotoolbox.ai/fr/blog/generative-engine-optimization): Le GEO consiste à faire citer votre marque par ChatGPT, Perplexity et le Mode IA de Google, désormais déployé en France. Par où commencer.
- [Hallucination IA : pourquoi l'IA se trompe sur votre marque](https://geotoolbox.ai/fr/blog/hallucination-ia): Hallucination IA : quand un modèle invente des faits sur votre marque avec aplomb. Pourquoi cela arrive, ce que cela coûte et comment y remédier durablement.

## Español (55 articles)

- [Blog index](https://geotoolbox.ai/es/blog)
- [¿Qué es Peec AI? Funciones, precios y alternativas (2026)](https://geotoolbox.ai/es/blog/peec-ai): Qué hace Peec AI, sus precios y financiación en 2026, para quién es, sus límites reales y las mejores alternativas, analizado por un competidor honesto.
- [Mejores agencias GEO (2026): la guía de compra honesta](https://geotoolbox.ai/es/blog/agencia-geo): Las mejores agencias GEO y de SEO para IA en España, por especialidad, con precios reales en euros y cómo verificar tú mismo sus promesas de citación.
- [DeepSeek V4: qué es, precios y las trampas (2026)](https://geotoolbox.ai/es/blog/deepseek-v4): DeepSeek V4 al día en agosto de 2026: qué cambió con la versión general, Flash frente a Pro, el precio real de la API y qué tan honestos son los benchmarks.
- [Mejores herramientas AEO (agosto de 2026): guía por trabajo](https://geotoolbox.ai/es/blog/herramientas-aeo): Las mejores herramientas AEO en 2026, por trabajo: seguir menciones y citas, lograr que la IA te cite o comprobar que los motores de respuesta te leen.
- [¿Qué es RAG (generación aumentada por recuperación)?](https://geotoolbox.ai/es/blog/que-es-rag): El RAG (generación aumentada por recuperación) es el motor de la búsqueda con IA. Qué es, cómo funciona y cómo ser la página que ChatGPT y Google citan.
- [Reseña de Scrunch AI (2026): funciones, precios y alternativas](https://geotoolbox.ai/es/blog/scrunch-ai): Una reseña honesta de Scrunch AI: qué hace, sus precios en 2026, la compra por Sitecore, para quién vale la pena y las mejores alternativas más baratas.
- [¿Qué es la visibilidad en IA? Definición y métricas](https://geotoolbox.ai/es/blog/visibilidad-en-ia): La visibilidad en IA mide con qué frecuencia ChatGPT, Gemini o las Vistas creadas con IA mencionan, citan o recomiendan tu marca. Aprende a medirla y mejorarla.
- [Cómo funciona ChatGPT de verdad: el Transformer sin tecnicismos](https://geotoolbox.ai/es/blog/como-funciona-chatgpt): ¿Cómo funciona ChatGPT? El mecanismo honesto: tokens, embeddings, atención y predicción del siguiente token, y qué significa para tu visibilidad en IA.
- [¿Qué es Microsoft Copilot Studio? Guía clara (2026)](https://geotoolbox.ai/es/blog/copilot-studio): Qué es Microsoft Copilot Studio, para qué sirve y en qué se diferencia de Copilot: cuánto cuesta de verdad con los créditos de Copilot y en qué falla.
- [Grok vs Gemini: cuál es mejor en 2026 (comparativa honesta)](https://geotoolbox.ai/es/blog/grok-vs-gemini): Grok vs Gemini comparados en agosto de 2026: modelos y precios actuales, datos en tiempo real, programación, imagen y video, y qué motor cita tu marca.
- [¿Qué es Kimi K3? El modelo abierto 2,8T de Moonshot AI](https://geotoolbox.ai/es/blog/que-es-kimi-k3): ¿Qué es Kimi K3? El modelo de pesos abiertos de Moonshot AI: especificaciones reales, qué benchmarks creer, precios y si puedes ejecutarlo, frente a DeepSeek.
- [¿Qué es Kimi AI? El modelo chino de pesos abiertos](https://geotoolbox.ai/es/blog/que-es-kimi): ¿Qué es Kimi AI? Los modelos Kimi K2 y Kimi K3 de Moonshot AI, explicados: precios, seguridad, la cuestión china y pesos abiertos frente a código abierto.
- [¿Qué es Meta AI? La guía actual: de Llama a Muse Spark](https://geotoolbox.ai/es/blog/que-es-meta-ai): ¿Qué es Meta AI? Guía actual del asistente gratis de Meta: el cambio de Llama a Muse Spark, dónde funciona, cómo desactivarlo en WhatsApp y tu privacidad.
- [IA china: DeepSeek, Qwen, GLM y Kimi comparados (2026)](https://geotoolbox.ai/es/blog/ia-china): Comparativa clara de la IA china en 2026: DeepSeek, Qwen, GLM, Kimi y más. Precios, licencias, pesos abiertos, seguridad, RGPD y visibilidad en la IA.
- [¿Qué es Claude Code? La herramienta agéntica de Anthropic](https://geotoolbox.ai/es/blog/que-es-claude-code): Qué es Claude Code, la herramienta agéntica de Anthropic: lee tu base de código, edita archivos y ejecuta comandos. Cuánto cuesta y cómo funciona en 2026.
- [¿Qué es DeepSeek? La IA china de pesos abiertos (2026)](https://geotoolbox.ai/es/blog/que-es-deepseek): Qué es DeepSeek: el laboratorio chino de R1, V3 y V4, el mito de los 6 millones, pesos abiertos vs open source, si es seguro y cuánto cuesta. Agosto de 2026.
- [¿Qué es Qwen? La familia de IA abierta de Alibaba](https://geotoolbox.ai/es/blog/que-es-qwen): Qué es Qwen, la familia de IA de pesos abiertos de Alibaba: la gama Qwen3.8, lo abierto frente a lo cerrado y qué significa para tu visibilidad en la IA.
- [Alternativas a Ahrefs (2026): la lista honesta, por trabajo](https://geotoolbox.ai/es/blog/alternativas-ahrefs): Las mejores alternativas a Ahrefs en 2026, elegidas por trabajo: suite más amplia, palabras clave, backlinks, contenido y visibilidad en IA. Precios revisados.
- [Alternativas a Semrush (2026): la lista honesta, por trabajo](https://geotoolbox.ai/es/blog/alternativas-semrush): Las mejores alternativas a Semrush en 2026, elegidas por trabajo: suite más barata, palabras clave, backlinks, PPC, local y visibilidad en IA. Precios revisados.
- [LLM SEO: cómo lograr que ChatGPT y otras IA te citen (2026)](https://geotoolbox.ai/es/blog/llm-seo): El LLM SEO, o SEO para LLM, consiste en que ChatGPT, Claude o Perplexity te citen al responder. Qué cambia frente al SEO clásico y qué puedes ignorar, sin humo.
- [Anuncios en ChatGPT: cómo funcionan, qué cuestan y quién los ve](https://geotoolbox.ai/es/blog/anuncios-chatgpt): Los anuncios en ChatGPT ya son reales. Quién los ve, cuánto cuestan, cuándo llegan a España y Latinoamérica y qué significan para tu visibilidad en la IA.
- [SEO con IA: qué es en realidad y cómo hacerlo en 2026](https://geotoolbox.ai/es/blog/seo-con-ia): «SEO con IA» significa dos cosas distintas: usar la IA para hacer SEO y optimizar para que la IA te cite. Aquí tienes la diferencia, con datos de 2026.
- [SEO semántico: optimizar por significado, no por palabras clave](https://geotoolbox.ai/es/blog/seo-semantico): El SEO semántico optimiza por temas, entidades y significado, no por palabras clave exactas. Aquí tienes el mecanismo de recuperación y cómo aplicarlo.
- [Las mejores alternativas a ChatGPT en 2026, según la tarea](https://geotoolbox.ai/es/blog/alternativas-a-chatgpt): Las mejores alternativas a ChatGPT en 2026, ordenadas por para qué las usas y con precios verificados: Claude, Gemini, Perplexity, DeepSeek, Grok y más.
- [¿Qué es Claude? La IA de Anthropic, explicada](https://geotoolbox.ai/es/blog/que-es-claude): ¿Qué es Claude? Guía clara del asistente de Anthropic: modelos (Haiku, Sonnet, Opus, Fable 5), precios, límites, privacidad y si funciona bien en español.
- [¿Qué es Grok? La IA de Elon Musk (xAI), explicada](https://geotoolbox.ai/es/blog/que-es-grok): ¿Qué es Grok? Guía clara del chatbot de xAI: quién lo hace, modelos, precio, Grok frente a ChatGPT, las polémicas de deepfakes y qué significa para tu marca.
- [¿Qué es un token en IA? Por qué ChatGPT cuenta mal](https://geotoolbox.ai/es/blog/que-es-un-token): ¿Qué es un token en IA? Los fragmentos que los modelos leen en vez de palabras: tokenización, costo por token, penalización del español y visibilidad en IA.
- [Grok 4.6: especificaciones, benchmarks y precio real (2026)](https://geotoolbox.ai/es/blog/grok-4-6): Grok 4.6 es el modelo para agentes de xAI (12 ago 2026). Ficha técnica, benchmarks, el precio que se duplica a los 200K y su efecto en la búsqueda con IA.
- [¿Qué es Microsoft Copilot? Versiones, precios y modelos](https://geotoolbox.ai/es/blog/que-es-copilot): Qué es Microsoft Copilot en 2026: los siete productos, cuánto cuesta de verdad en cada país, Copilot frente a ChatGPT, el RGPD y cómo aparecer cuando responde.
- [SEO para ChatGPT: cómo aparecer citado en su búsqueda](https://geotoolbox.ai/es/blog/seo-para-chatgpt): El SEO para ChatGPT consiste en aparecer citado en sus respuestas: qué bots permitir y cómo mejorar tus probabilidades, según la documentación de OpenAI.
- [Alucinaciones de IA: por qué se equivoca con tu marca](https://geotoolbox.ai/es/blog/alucinaciones-ia): Las herramientas de IA afirman datos falsos sobre tu marca con aplomo. Por qué la IA alucina sobre tu empresa, cómo detectarlo y cómo corregirlo rápido.
- [¿Cómo funciona la búsqueda con IA? ChatGPT, Perplexity, Gemini](https://geotoolbox.ai/es/blog/como-funciona-la-busqueda-con-ia): ChatGPT, Perplexity, Gemini y las Vistas creadas con IA de Google siguen el mismo bucle de cuatro etapas: leer, buscar, elegir fuentes y responder con citas.
- [Precio de Perplexity en agosto de 2026: planes, Pro, Max y si compensa](https://geotoolbox.ai/es/blog/precio-perplexity): Precios de Perplexity 2026 explicados: Gratis, Pro (20 US$), Max (200 US$), el plan de estudiante a 10 US$, el sistema de créditos y si Pro compensa de verdad.
- [¿Qué es Google Gemini? Modelos, precios y para qué sirve](https://geotoolbox.ai/es/blog/que-es-gemini): ¿Qué es Google Gemini? La guía clara de la IA de Google: qué modelos hay, cuánto cuesta en España, para qué sirve, privacidad y Gemini frente a ChatGPT.
- [Rastreadores de IA: la lista de bots y cómo controlarlos](https://geotoolbox.ai/es/blog/rastreadores-de-ia): Los rastreadores de IA leen tus páginas para ChatGPT, Claude, Perplexity y Google. La lista de cada bot, qué hace y cómo controlarlo en tu robots.txt.
- [Perplexity Comet: qué es, precio y si es seguro (2026)](https://geotoolbox.ai/es/blog/comet-perplexity): Perplexity Comet, el navegador con IA: gratis, muy útil para investigar y arriesgado con tu correo. Qué hace, cuánto cuesta y qué cambia para tu sitio web.
- [Precio de Gemini en agosto de 2026: planes, API y si es gratis](https://geotoolbox.ai/es/blog/precio-gemini): Precio de Gemini en agosto de 2026: el plan gratis, Google AI Plus (4,99 €), Pro (21,99 €) y Ultra, más el coste de la API por token y qué plan te compensa pagar.
- [Claude vs ChatGPT: cuál es mejor en 2026 (comparativa honesta)](https://geotoolbox.ai/es/blog/claude-vs-chatgpt): Claude vs ChatGPT con datos verificados en agosto de 2026: modelos, precios reales en España, límites de uso, privacidad y qué motor de IA cita tu marca.
- [GEO vs SEO (y AEO): en qué se diferencian](https://geotoolbox.ai/es/blog/geo-vs-seo): GEO vs SEO, AEO vs SEO y GEO vs AEO: qué optimiza cada uno, cuánto se solapan (≈80 %), cuál priorizar, cómo repartir el presupuesto y si el SEO ha muerto.
- [¿Qué es Perplexity? El buscador con IA que cita sus fuentes](https://geotoolbox.ai/es/blog/que-es-perplexity): ¿Qué es Perplexity? Guía actual del buscador con IA: quién lo creó, precios, Perplexity vs ChatGPT, Comet, fiabilidad y qué significa para tu marca en la IA.
- [Gemini vs ChatGPT: cuál es mejor en 2026 (comparativa honesta)](https://geotoolbox.ai/es/blog/gemini-vs-chatgpt): Gemini vs ChatGPT comparados con datos verificados en agosto de 2026: precios reales en España, México, Argentina y Colombia, modelos, contexto, privacidad y qué motor cita tu marca.
- [Mejores herramientas GEO en 2026: cuál necesitas de verdad](https://geotoolbox.ai/es/blog/herramientas-geo): Las mejores herramientas GEO de 2026 por función: seguimiento, complemento de suite, evaluador gratuito, optimizador de contenido y accesibilidad.
- [Precios de Semrush en 2026: análisis con datos reales](https://geotoolbox.ai/es/blog/semrush-precios): Cuánto cuesta Semrush de verdad en 2026: planes, IVA, usuarios extra y el kit de IA. Comprobamos su precisión contra Search Console en tres sitios.
- [Semrush vs Ahrefs (2026): qué dicen los datos reales](https://geotoolbox.ai/es/blog/semrush-vs-ahrefs): Pusimos Semrush y Ahrefs a prueba en los mismos tres sitios, dos veces, y los contrastamos contra Google Search Console: esto es lo que no coincide, y por qué.
- [llms.txt: qué es y si de verdad vale la pena](https://geotoolbox.ai/es/blog/llms-txt): Qué dice Google sobre llms.txt, qué muestran los estudios reales sobre si los rastreadores de IA lo leen y la regla de decisión clara sobre si te hace falta.
- [Cómo medir tu visibilidad en IA (método gratuito)](https://geotoolbox.ai/es/blog/medir-visibilidad-en-ia): Cómo medir tu visibilidad en IA: qué métricas importan, un método gratuito para seguir tus menciones en ChatGPT y Perplexity y cuándo vale la pena pagar.
- [Precio de ChatGPT en agosto de 2026: cuánto cuesta cada plan](https://geotoolbox.ai/es/blog/precio-chatgpt): Precios de ChatGPT 2026 verificados: Gratis, Go, Plus, los dos planes Pro, Business y la API, en euros y en dólares, con impuestos y qué plan compensa.
- [Precios de Claude en 2026: planes, API y cuál te conviene](https://geotoolbox.ai/es/blog/precio-claude): Todos los precios de Claude en 2026: Free, Pro, Max, Team y API. Cuánto cuesta de verdad con IVA y por qué el precio cambia según dónde lo compres.
- [Cómo conseguir que te citen en las AI Overviews de Google](https://geotoolbox.ai/es/blog/ai-overviews-seo): Por qué posicionar primero no basta para que te citen en las AI Overviews, qué exige Google, la lista de comprobación para ser citable y cómo medirlo.
- [SEO para el Modo IA de Google: cómo lograr que te cite](https://geotoolbox.ai/es/blog/google-ai-mode-seo): Cómo elige el Modo IA de Google qué páginas citar, qué cambia en tu SEO, cómo medir lo que Search Console apenas desglosa y qué puedes controlar de verdad.
- [¿Qué es la IA agéntica? Guía clara para marcas](https://geotoolbox.ai/es/blog/ia-agentica): La IA agéntica sin el bombo: qué es, en qué se diferencia de los agentes de IA y de la IA generativa, y qué implica para que la IA encuentre tu marca.
- [Modo IA de Google: qué es y cómo funciona](https://geotoolbox.ai/es/blog/modo-ia-google): El Modo IA es la búsqueda conversacional de Google con Gemini: qué es, cómo funciona la ramificación de búsquedas, cómo activarlo y si se puede desactivar.
- [¿Qué es AEO? Answer Engine Optimization, explicado](https://geotoolbox.ai/es/blog/que-es-aeo): AEO es lograr que ChatGPT, Perplexity o Google AI Overviews citen tu marca en la respuesta. Qué significan las siglas, qué es exageración y por dónde empezar.
- [SEO para IA: la guía paso a paso para que te citen](https://geotoolbox.ai/es/blog/seo-para-ia): Cómo hacer SEO para IA en el orden correcto: confirma el acceso de los rastreadores, reestructura para la extracción, añade sustancia citable y mide resultados.
- [Qué es el GEO (optimización para motores generativos) y cómo lograr que la IA te cite](https://geotoolbox.ai/es/blog/que-es-geo): Qué es el GEO (o GEO SEO): la optimización para motores generativos que hace que ChatGPT, Perplexity y Google AI Overviews citen tu marca, no solo la listen.