Conductor Launches AEO Product Suite

Answer engine optimization (AEO) platform provider Conductor at its C3 conference in New York unveiled its next-generation AEO platform, establishing a new metric and automation path to measure and improve share of recommendations in artificial intelligence.

"Being mentioned by AI is no longer enough. The brands that win will be the ones AI recommends when customers are ready to make a decision," said Conductor CEO Wei Zheng. "But getting recommended takes more than visibility data. Enterprises need to know what market they're competing for, how they are represented, and what to do to improve. That's the future we're building at Conductor, connecting intelligence, action, and measurable AEO impact."

Conductor's innovations include the following:

• Recommendation Share, a key performance indicator that measures how strongly AI recommends brands over competitors and surfaces actionable insights to better position the brand in AI responses.
• Custom Market Index, a standardized approach to defining brands' AEO markets, grounded in real search demand, deciding which topics and prompts to track by providing a clear framework for how to align to business strategy.
• Conductor Actions, which identifies the highest-impact opportunities, from optimizing content to improving technical foundations and building third-party citations, and tracks what actually works.
• AEO-Powered Writing Assistant, bringing expanded AEO signals directly into content creation.
• Conductor AgentStack with end-to-end MCP server and APIs that embed Conductor's intelligence across the entire AEO lifecycle, from identifying opportunities to executing optimizations and measuring their impact.