idea-lab.ai Research
Live Experiments
The Live Experiments lab runs controlled empirical tests on how semantic hierarchy, schema density, and content structure alter retrieval weight in RAG pipelines and citation frequency across major answer engines.
Status
This pillar page is part of the idea-lab.ai AEO/GEO research architecture. Long-form content, datasets, and live experiment results are published here as the public research log expands.