00. Important Disclosure
SPE Trace develops and applies proprietary analytical formulations (patent pending, US Provisional App. No. 63/930,786) to measure, quantify, and predict how AI models perceive and represent brands. Our engines process data from leading AI platforms — including ChatGPT and Gemini — through original methodologies, proprietary metrics (SA, SRI, TIM, SRG, LPP, IRI), and cross-model consensus algorithms built entirely in-house.
The strategic recommendations delivered are the result of rigorous multi-model analysis. However, they represent data-driven guidance, not guaranteed outcomes. External factors — algorithm updates, market shifts, competitor actions — can influence results independently of our analysis. Final implementation decisions remain the responsibility of the client. We recommend validating all recommendations with your domain expertise and testing changes incrementally.
Protected by proprietary formulations · Patent pending