# idea-lab.ai

> Public research lab for AI Visibility, Answer Engine Optimization (AEO),
> and Generative Engine Optimization (GEO). Live experiments, brand audits,
> and tooling to get cited by large language models.

## Pillars

- [AI Visibility Index](https://idea-lab.ai/ai-visibility-index): Public scoring system measuring how readable, retrievable, and citable a brand is to LLMs and answer engines.
- [Live Experiments](https://idea-lab.ai/live-experiments): Controlled empirical tests on how structural choices affect retrieval weight in RAG pipelines.
- [Research](https://idea-lab.ai/research): Published methodologies, datasets, and findings on AEO and GEO.
- [Methodology](https://idea-lab.ai/methodology): Protocols, scoring rubrics, and reproducibility standards.
- [LLMs.txt Generator](https://idea-lab.ai/llms-txt-generator): Tool to produce a production-ready llms.txt manifest for any website.

## Articles

- [Blog index](https://idea-lab.ai/blog): AI Visibility Intelligence — educational content, experiment documentation, and brand audits.
- [What Is an LLMs.txt File and Why Your Site Needs One](https://idea-lab.ai/blog/what-is-llms-txt)
- [Rebuilding idea-lab.ai From an F to a B — Live, in Public](https://idea-lab.ai/blog/rebuilding-idea-lab-from-f-to-b)
- [The Minimum Viable JSON-LD Graph for a Solopreneur Site](https://idea-lab.ai/blog/json-ld-graph-for-solopreneur-sites)

## About

- Organization: idea-lab.ai (ResearchOrganization)
- Topics: AI Visibility, AEO, GEO, Information Retrieval, Semantic Search, LLM Citation Engineering
- License: All content © idea-lab.ai. Cite with attribution.