Archive
Everything AIOTruth has published
48 items, each with its sources, its evidence label, and the working behind its score. The value of this site is what accumulates here.
By week
Week of October 5, 2026
- What can Claude Code really do for GEO? 30 skills tested
- Agentic AutoRAG: RAG Pipeline Optimization through Reasoning-Driven Agents
- Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index
- 2 months (meme-d) research, Do People Notice the Difference Between AI Models?
- WriterGPT AI Visibility Tutorial | Track Your Brand in AI Search
- Free AI Visibility Checker: See Where Your Brand Ranks in AI Answers
- How to Get Your Brand Discovered by ChatGPT & AI Search | CitableHub
- What AEO ranking means for your visibility in AI answers
- Top 10 Lists and AI Search: What Still Works in 2026
Week of September 28, 2026
- The GEO Illusion: Why "Generative AI SEO Hacks" Don't Work (Official Google Rules)
- How to Get Cited by ChatGPT and Google AI Overviews: The AEO Guide
- A test checker rewarded AI agents for typing the right words. They typed them.
- Visibility in AI Search: What Makes ChatGPT Recommend My Brand? (DMEXCO 2026)
- Explain how an importance gate prevents noise accumulation in persistent agent memories.
- Maat: Independent Deterministic Contract-Based Governance for Multi-Agent LLM Workflows
Week of September 7, 2026
- CrunchJunkie full demo: AI visibility tracking and client reporting, on a real client
- GEO SEO Claude GitHub Tutorial: Install in Claude Code, Audit Websites and Export PDF Reports
- How to Improve AI Search Visibility: GEO Methodology, Citation Tracking & Live AI Retrieval
- Quick Ai visibility tracking of my site using Api #aitracking #airanking #aiseo
- Stop Losing B2B Leads to AI Overviews (How to Show Up in 90%+ of Google AI Searches)
- ToxicRAG: Compromising Retrieval-Augmented Generation Systems via Single-Shot Knowledge Poisoning Attacks
Week of August 3, 2026
- How to Get Cited by ChatGPT (What Actually Works in 2026)
- The Best Free GEO Tools You Should Be Using to rank on ChatGPT and AI Overview
- Generative Engine Optimization (GEO): Get ChatGPT to Recommend Your Business
- AI Visibility Gaps: Find Queries Where Competitors Get Mentioned, and Your Brand Doesn’t
- How to Rank on ChatGPT and Claude | Generative Engine Optimization (GEO) Webinar
Week of July 20, 2026
- CitedSpy track your AI visibility
- PDP Schema markup for Product Variants (ecom)
- AI Visibility Audit: Is Your Brand Getting Cited in AI Search?
- [Paper] SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD
- Claude Code Just Ran a Full AI On-Page Audit (Copy My Exact Setup)
By month
October 2026
- What can Claude Code really do for GEO? 30 skills tested
- Agentic AutoRAG: RAG Pipeline Optimization through Reasoning-Driven Agents
- Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index
- 2 months (meme-d) research, Do People Notice the Difference Between AI Models?
- WriterGPT AI Visibility Tutorial | Track Your Brand in AI Search
- Free AI Visibility Checker: See Where Your Brand Ranks in AI Answers
- How to Get Your Brand Discovered by ChatGPT & AI Search | CitableHub
- What AEO ranking means for your visibility in AI answers
- Top 10 Lists and AI Search: What Still Works in 2026
- The GEO Illusion: Why "Generative AI SEO Hacks" Don't Work (Official Google Rules)
- How to Get Cited by ChatGPT and Google AI Overviews: The AEO Guide
- A test checker rewarded AI agents for typing the right words. They typed them.
- Visibility in AI Search: What Makes ChatGPT Recommend My Brand? (DMEXCO 2026)
- Explain how an importance gate prevents noise accumulation in persistent agent memories.
- Maat: Independent Deterministic Contract-Based Governance for Multi-Agent LLM Workflows
September 2026
- How to Rank on ChatGPT in 2026: Get Your Business Recommended by AI (8-Step GEO Tutorial)
- Why Your Business Is Invisible to AI (And How to Fix It)
- Free ChatGPT Rank Tracker | Track AI Citations
- CrunchJunkie full demo: AI visibility tracking and client reporting, on a real client
- GEO SEO Claude GitHub Tutorial: Install in Claude Code, Audit Websites and Export PDF Reports
- How to Improve AI Search Visibility: GEO Methodology, Citation Tracking & Live AI Retrieval
- Quick Ai visibility tracking of my site using Api #aitracking #airanking #aiseo
- Stop Losing B2B Leads to AI Overviews (How to Show Up in 90%+ of Google AI Searches)
- ToxicRAG: Compromising Retrieval-Augmented Generation Systems via Single-Shot Knowledge Poisoning Attacks
- How to Write AI Content That Ranks in Google & AI Search
- How to Improve Your AI Visibility: The 90-Day AEO Playbook
August 2026
- Top 5 Best AI Visibility MCPs 2026 | GEO for Claude & Cursor
- Bart: A vintage llm
- What is an MCP memory server? The protocol, the tools, and the tokens
- Homo-RAG: Homology-Guided Retrieval-Augmented Generation for Cross-Species Gene Function Prediction
- How to Measure AI Visibility with Real Evidence | GEO Tracker AI
- I post-trained Qwen3.6-35B-A3B into my daily-driver local coding/agent model QwiVer3.6-35B-A3B GGUF
- The Schema Markup AI Actually Reads (We Tested 3 Types Live)
- AI Answer Tracking Across Google AI Overview, AI Mode, ChatGPT, and Gemini with API
- club-5060ti refresh: tested RTX 5060 Ti presets, a proper high-context harness, and Qwen3.8 27B
- How to Get Cited by ChatGPT (What Actually Works in 2026)
- The Best Free GEO Tools You Should Be Using to rank on ChatGPT and AI Overview
- Generative Engine Optimization (GEO): Get ChatGPT to Recommend Your Business
- AI Visibility Gaps: Find Queries Where Competitors Get Mentioned, and Your Brand Doesn’t
- How to Rank on ChatGPT and Claude | Generative Engine Optimization (GEO) Webinar
- ReddGrow AI Visibility: See How ChatGPT and Perplexity Rank Your Brand
- Website Auditor AI Review | Improve Your GEO & AI Search Visibility with Website Audits 📈 EP #531
- How AI Killed Google Search
July 2026
- CitedSpy track your AI visibility
- PDP Schema markup for Product Variants (ecom)
- AI Visibility Audit: Is Your Brand Getting Cited in AI Search?
- [Paper] SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD
- Claude Code Just Ran a Full AI On-Page Audit (Copy My Exact Setup)
By category
Models & Platforms
- What can Claude Code really do for GEO? 30 skills tested
- Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index
- 2 months (meme-d) research, Do People Notice the Difference Between AI Models?
- Free AI Visibility Checker: See Where Your Brand Ranks in AI Answers
- How to Get Your Brand Discovered by ChatGPT & AI Search | CitableHub
- Top 10 Lists and AI Search: What Still Works in 2026
- The GEO Illusion: Why "Generative AI SEO Hacks" Don't Work (Official Google Rules)
- How to Get Cited by ChatGPT and Google AI Overviews: The AEO Guide
- Visibility in AI Search: What Makes ChatGPT Recommend My Brand? (DMEXCO 2026)
- How to Rank on ChatGPT in 2026: Get Your Business Recommended by AI (8-Step GEO Tutorial)
- Why Your Business Is Invisible to AI (And How to Fix It)
- CitedSpy track your AI visibility
- AI Visibility Audit: Is Your Brand Getting Cited in AI Search?
- CrunchJunkie full demo: AI visibility tracking and client reporting, on a real client
- Quick Ai visibility tracking of my site using Api #aitracking #airanking #aiseo
- Stop Losing B2B Leads to AI Overviews (How to Show Up in 90%+ of Google AI Searches)
- How to Write AI Content That Ranks in Google & AI Search
- How to Improve Your AI Visibility: The 90-Day AEO Playbook
- Top 5 Best AI Visibility MCPs 2026 | GEO for Claude & Cursor
- What is an MCP memory server? The protocol, the tools, and the tokens
- The Schema Markup AI Actually Reads (We Tested 3 Types Live)
- AI Answer Tracking Across Google AI Overview, AI Mode, ChatGPT, and Gemini with API
- How to Get Cited by ChatGPT (What Actually Works in 2026)
- The Best Free GEO Tools You Should Be Using to rank on ChatGPT and AI Overview
- Generative Engine Optimization (GEO): Get ChatGPT to Recommend Your Business
- AI Visibility Gaps: Find Queries Where Competitors Get Mentioned, and Your Brand Doesn’t
- How to Rank on ChatGPT and Claude | Generative Engine Optimization (GEO) Webinar
- ReddGrow AI Visibility: See How ChatGPT and Perplexity Rank Your Brand
- How AI Killed Google Search
Tools & Apps
- Agentic AutoRAG: RAG Pipeline Optimization through Reasoning-Driven Agents
- Explain how an importance gate prevents noise accumulation in persistent agent memories.
- Free ChatGPT Rank Tracker | Track AI Citations
- PDP Schema markup for Product Variants (ecom)
- Claude Code Just Ran a Full AI On-Page Audit (Copy My Exact Setup)
- How to Measure AI Visibility with Real Evidence | GEO Tracker AI
- I post-trained Qwen3.6-35B-A3B into my daily-driver local coding/agent model QwiVer3.6-35B-A3B GGUF
Content & Methods
- WriterGPT AI Visibility Tutorial | Track Your Brand in AI Search
- What AEO ranking means for your visibility in AI answers
- A test checker rewarded AI agents for typing the right words. They typed them.
- Maat: Independent Deterministic Contract-Based Governance for Multi-Agent LLM Workflows
- [Paper] SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD
- GEO SEO Claude GitHub Tutorial: Install in Claude Code, Audit Websites and Export PDF Reports
- How to Improve AI Search Visibility: GEO Methodology, Citation Tracking & Live AI Retrieval
- ToxicRAG: Compromising Retrieval-Augmented Generation Systems via Single-Shot Knowledge Poisoning Attacks
- Bart: A vintage llm
- Homo-RAG: Homology-Guided Retrieval-Augmented Generation for Cross-Species Gene Function Prediction
- club-5060ti refresh: tested RTX 5060 Ti presets, a proper high-context harness, and Qwen3.8 27B
- Website Auditor AI Review | Improve Your GEO & AI Search Visibility with Website Audits 📈 EP #531
By evidence status
Supported
- What can Claude Code really do for GEO? 30 skills tested
- Agentic AutoRAG: RAG Pipeline Optimization through Reasoning-Driven Agents
- 2 months (meme-d) research, Do People Notice the Difference Between AI Models?
- WriterGPT AI Visibility Tutorial | Track Your Brand in AI Search
- Free AI Visibility Checker: See Where Your Brand Ranks in AI Answers
- How to Get Your Brand Discovered by ChatGPT & AI Search | CitableHub
- What AEO ranking means for your visibility in AI answers
- How to Get Cited by ChatGPT and Google AI Overviews: The AEO Guide
- A test checker rewarded AI agents for typing the right words. They typed them.
- Visibility in AI Search: What Makes ChatGPT Recommend My Brand? (DMEXCO 2026)
- Maat: Independent Deterministic Contract-Based Governance for Multi-Agent LLM Workflows
- Free ChatGPT Rank Tracker | Track AI Citations
- CitedSpy track your AI visibility
- AI Visibility Audit: Is Your Brand Getting Cited in AI Search?
- [Paper] SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD
- Claude Code Just Ran a Full AI On-Page Audit (Copy My Exact Setup)
- CrunchJunkie full demo: AI visibility tracking and client reporting, on a real client
- GEO SEO Claude GitHub Tutorial: Install in Claude Code, Audit Websites and Export PDF Reports
- How to Improve AI Search Visibility: GEO Methodology, Citation Tracking & Live AI Retrieval
- Quick Ai visibility tracking of my site using Api #aitracking #airanking #aiseo
- Stop Losing B2B Leads to AI Overviews (How to Show Up in 90%+ of Google AI Searches)
- ToxicRAG: Compromising Retrieval-Augmented Generation Systems via Single-Shot Knowledge Poisoning Attacks
- How to Write AI Content That Ranks in Google & AI Search
- How to Improve Your AI Visibility: The 90-Day AEO Playbook
- Homo-RAG: Homology-Guided Retrieval-Augmented Generation for Cross-Species Gene Function Prediction
- How to Measure AI Visibility with Real Evidence | GEO Tracker AI
- I post-trained Qwen3.6-35B-A3B into my daily-driver local coding/agent model QwiVer3.6-35B-A3B GGUF
- club-5060ti refresh: tested RTX 5060 Ti presets, a proper high-context harness, and Qwen3.8 27B
- The Best Free GEO Tools You Should Be Using to rank on ChatGPT and AI Overview
- Generative Engine Optimization (GEO): Get ChatGPT to Recommend Your Business
- ReddGrow AI Visibility: See How ChatGPT and Perplexity Rank Your Brand
Confirmed
- Aplomb 1: open-weights 5.3B decision model, 1M context, text/image/video/audio in one request, #1 among 4B models on the Decision Index
- Explain how an importance gate prevents noise accumulation in persistent agent memories.
- How to Rank on ChatGPT in 2026: Get Your Business Recommended by AI (8-Step GEO Tutorial)
- Why Your Business Is Invisible to AI (And How to Fix It)
- PDP Schema markup for Product Variants (ecom)
- Bart: A vintage llm
- What is an MCP memory server? The protocol, the tools, and the tokens
- The Schema Markup AI Actually Reads (We Tested 3 Types Live)
- Website Auditor AI Review | Improve Your GEO & AI Search Visibility with Website Audits 📈 EP #531
- How AI Killed Google Search
Disputed
Emerging
- Top 5 Best AI Visibility MCPs 2026 | GEO for Claude & Cursor
- AI Answer Tracking Across Google AI Overview, AI Mode, ChatGPT, and Gemini with API
- AI Visibility Gaps: Find Queries Where Competitors Get Mentioned, and Your Brand Doesn’t
- How to Rank on ChatGPT and Claude | Generative Engine Optimization (GEO) Webinar
Before the 2026 relaunch
AIOTruth began as a terminology project arguing that AIO is the right name for the discipline. That material is kept, not deleted, and it is labeled for what it was.
- Archived AIOTruth editorials, the manifesto and the case for the term.
- AIO in the wild, the record of verified outbound citations of the term collected in 2026.