The full history and context behind this shift is covered in The AI Search Era. What distinguishes the engines below from Google's AI Overviews or Bing's AI-augmented results is that the conversational, cited-answer format is the entire product, not a layer added to a pre-existing ranked-links interface.

Perplexity

AI-Native

An "answer engine" built around conversational, cited AI responses assembled from multiple retrieved sources rather than a ranked list of links, widely regarded as the pace-setter for AI-native search and the model other entrants have followed.

You.com

AI-Native

An AI-powered search and productivity platform combining chat-based answers with customizable, app-like search modes for different tasks (coding, research, writing) rather than a single generic results format.

Kagi

AI-Native

A subscription, ad-free search engine combining its own independent ranking with optional AI-generated summaries, funded entirely by user subscriptions rather than advertising — a deliberate response to the incentive misalignment critics associate with ad-funded search.

OpenAI's built-in web search capability inside ChatGPT, retrieving current web content to ground synthesized, cited answers within an existing conversational assistant used for far more than search alone.

Microsoft's AI assistant, integrated directly into Bing and Windows, providing conversational, cited answers grounded in Bing's index alongside more traditional search results.