Our Mission

How Is My AI exists to bring transparency and accountability to AI model performance. In a landscape where every AI company claims their model is "the best," we provide independent, quantitative evaluation data that lets users make informed decisions.

Think of the Trust Score as the FICO Score of AI evaluation — a standardized, multi-dimensional scoring framework that goes far beyond simple benchmarks or subjective reviews.

Powered by Search Umbrella

How Is My AI is the public data platform from Search Umbrella, a multi-LLM orchestration platform where users can query multiple AI models simultaneously and compare their responses side by side.

Search Umbrella integrates with 8 AI providers and 57+ models, giving us the unique ability to evaluate models on identical queries in real-world conditions — not synthetic benchmarks.

What Sets Us Apart

• Real queries, not benchmarks. Our data comes from real users asking real questions — not standardized test sets that models can be optimized for.
• Multi-model evaluation. Because Search Umbrella sends queries to multiple models simultaneously, we can compare responses on identical inputs. No other public evaluation has this at scale.
• 7 proprietary metrics. Instead of a single score, Trust Score evaluates readability, factual accuracy, semantic consistency, relevance, style, ensemble agreement, and human likeness.
• Domain granularity. We don't just rank models overall — we show you which model is best for coding, legal research, creative writing, and more.
• Patent-pending methodology. The Trust Score framework is protected by provisional patent, ensuring the rigor and integrity of our evaluation approach.

Company

Search Umbrella LLC is a Wyoming-based technology company focused on multi-model AI orchestration and evaluation. Founded by Sean, Search Umbrella is building the infrastructure for a world where AI model selection is data-driven, not marketing-driven.