The platform functions as a diagnostic tool for Answer Engine Optimization, moving beyond standard SEO to address how artificial intelligence interprets entity recognition and trust. By analyzing website crawl health and content cohesion, the software identifies why specific brands are omitted from AI-generated responses. Users receive prioritized, actionable fixes designed to increase the likelihood of being cited as a credible authority.
In section Releases
Ask Hercules Targets AI Search Visibility for B2B Brands
When users ask AI assistants for recommendations, traditional link-based search results are replaced by synthesized answers, often excluding smaller firms. New York-based Muse Platforms launched Ask Hercules on August 19, 2026, to help B2B companies and independent experts audit and improve their presence within ChatGPT, Claude, Gemini, and Perplexity.
Founder Colleen Nagle describes the shift as a transition from chasing viral traffic to building verifiable expertise. The system utilizes a proprietary Crawl Readiness Index to evaluate whether AI models can accurately extract and validate organizational information. Once audits are complete, the platform provides tools for structured data and content refinement, allowing users to track their visibility performance over time rather than relying on legacy search metrics.
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