Surfaced vs. Conductor

Surfaced is an AI search visibility platform for generative engine optimization (GEO), also called answer engine optimization (AEO). It tracks how a brand shows up in AI-generated answers across 12 engines (ChatGPT, Google Gemini, Google AI Overviews, Google AI Mode, Google Search, Google News, Claude, Perplexity, DeepSeek, Grok, Mistral AI and Microsoft Copilot), shows which content gaps explain the result, and generates the content that closes them. Every paid plan comes with a dedicated AI visibility expert, so the software comes with a person attached.

Conductor is the only end-to-end, enterprise AEO platform built on the industry’s most complete data engine. Conductor is built for the new era of search—helping brands maximize visibility across AI and traditional search engines, power the full content lifecycle from insight to creation to measurement, and protect site health with 24/7 monitoring. The unified platform connects every data signal and delivers prioritized, actionable insights across AEO/SEO, content, and technical health, giving teams a single source of truth to optimize for growth in AI search surfaces.