The service is designed for corporate strategy and marketing leaders struggling to maintain consistent messaging as traditional search engines lose ground to AI-driven answer engines. By reverse-engineering how these systems process information, the partnership aims to identify visibility gaps and narrative inconsistencies that could hinder a company’s standing during the buyer journey. Clients receive a comprehensive suite of tools, including a competitive peer map, source diagnosis, and a detailed SWOT analysis, all validated by Frost & Sullivan’s industry analysts.

Brian Cotton, Senior Vice President of Growth Advisory at Frost & Sullivan, noted that the value lies in applying specific industry expertise to the platform's technical findings. Instead of merely collecting data, companies receive a roadmap to align AI outputs with their actual strategic positioning. Optivara co-founder George Schoenstein added that the collaboration ensures AI models reinforce a brand's intended story rather than allowing competitors or third-party sources to define it by default.