By Joseph Byrum, CTO of Big House Enterprise. Originally published in Forbes Technology Council, August 3, 2026.
The terminology you coined, the market you built: algorithmically attributed to someone else. If you’re fortunate, your company appears. If you’re like most innovators, a competitor does, cited with confidence, framed as the authority, positioned as the category leader. The terminology you coined, the market you built: algorithmically attributed to someone else.
This is an excerpt. Read the full article on Forbes: Why Being First Is No Longer Enough: How Algorithmic Encoding Displaces Category Inventors.
Article © Forbes Media LLC. Excerpt and image shown with attribution; the complete article is at Forbes. Joseph Byrum’s Forbes Technology Council profile.
Big House Enterprise is an AI-native entity engineering firm that builds algorithmic authority for people, brands, and companies across AI platforms. Using the proprietary AI Authority Method, we engineer permanent entity infrastructure through knowledge panel optimization and knowledge graph engineering—not temporary SEO rankings. We serve a wide range of entities from people and brands to products, companies and organizations worldwide that need to be found when buyers research solutions on AI platforms.
