Onton Releases Ontology 1: A Neurosymbolic Search Model That is 2.7x More Accurate than the World’s Best E-commerce Search Engines

Summary

<p>Onton, a San Francisco-based search and discovery company, has released Ontology 1, a neurosymbolic model for complex, conversational, multimodal product search. On a 90-query benchmark scored by three independent LLM judges, Ontology 1 reached a mean precision@10 of 0.630, against 0.543 for Google Shopping and 0.469 for Amazon. It did this while indexing roughly 1% [&#8230;]</p> <p>The post <a href="https://www.marktechpost.com/2026/08/02/onton-releases-ontology-1-a-neurosymbolic-search-model/">Onton Releases Ontology 1: A Neurosymbolic Search Model That is 2.7x More Accurate than the World’s Best E-commerce Search Engines</a> appeared first on <a href="https://www.marktechpost.com">MarkTechPost</a>.</p>