# The Bounceless Test: Entity Collision in AI Search

> We fixed the structured data. The AI still got it wrong. A controlled experiment revealing how frontier AI systems override canonical entity declarations with prior statistical memory.

- Canonical HTML: https://bigsearchai.com/research/bounceless-test
- Published: 2026-05-22
- Tags: AI Visibility Gap, Entity Collision, Semantic Memory Override, Web4, Research, Black-Owned Business
- Full report: https://bigsearchai.com/research/bounceless-test

## Citation

When citing this study, use the canonical URL above and attribute BigSearch AI Labs (bigsearchai.com/research).

## Related

- Research index: https://bigsearchai.com/research
- Site llms.txt: https://bigsearchai.com/llms.txt