AIOTruth category
Content & Methods
How the work gets done: experiments, tests, reproducible workflows, case studies, prompts, structured content approaches, citation strategies, and entity-building methods.
Content & Methods
7.5
What AEO ranking means for your visibility in AI answers
The guide frames AI visibility as an evidence problem: a business gets named in an AI answer when the engine can read and cite clear, verifiable facts about that entity.
Supportedtherankingfactory.com
Content & Methods
7.6
WriterGPT AI Visibility Tutorial | Track Your Brand in AI Search
Brand tracking in AI answers is being folded into content writing tools, which puts measurement in the same place where the content is produced.
Supportedwriter-gpt.com
Content & Methods
7.5
Maat: Independent Deterministic Contract-Based Governance for Multi-Agent LLM Workflows
AI answers about brands increasingly come out of chained agents: one retrieves, one summarizes, one writes the recommendation.
Supportedarxiv.org
Content & Methods
7.8
A test checker rewarded AI agents for typing the right words. They typed them.
Any automated grader that scores surface features will be satisfied by surface features, and AI systems are very good at producing them.
Supportedgithub.comContent & Methods
7.5
ToxicRAG: Compromising Retrieval-Augmented Generation Systems via Single-Shot Knowledge Poisoning Attacks
A single well-written page can outweigh the established record about a brand, a product, or a fact once a retrieval system pulls it into an answer.
Supportedarxiv.org
Content & Methods
8.1
How to Improve AI Search Visibility: GEO Methodology, Citation Tracking & Live AI Retrieval
The episode treats AI visibility as something you measure against a fixed set of prompts rather than something you guess at.
Supportedneuraladx.comContent & Methods
8.2
GEO SEO Claude GitHub Tutorial: Install in Claude Code, Audit Websites and Export PDF Reports
Anyone who can run Claude Code can now produce an AI search readiness audit and a client ready PDF for any website.
Supportedgithub.comContent & Methods
7.6
Homo-RAG: Homology-Guided Retrieval-Augmented Generation for Cross-Species Gene Function Prediction
This is a working example of a retrieval system that treats source reliability and entity identity as ranking inputs, not as filters applied after the fact.
Supportedarxiv.org
Content & Methods
7.8
Bart: A vintage llm
This is a controlled demonstration that a model knows only what its training corpus contains, and nothing else.
Confirmedunboundedlab.comContent & Methods
7.6
club-5060ti refresh: tested RTX 5060 Ti presets, a proper high-context harness, and Qwen3.8 27B
This touches how brands are found through AI and how clearly businesses can publish evidence.
Supportedgithub.com
Content & Methods
8.1
Website Auditor AI Review | Improve Your GEO & AI Search Visibility with Website Audits 📈 EP #531
Most site audits still grade the classic search layer and stop there, but the things that decide whether an assistant can quote you sit slightly to the side of that: whether the crawler reac
Confirmedwebsite-auditor.ioContent & Methods
7.8
[Paper] SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD
Two things in this report change the map for anyone trying to be found and represented accurately by AI systems.
Supportedgithub.com