Autonomous DOM serialization enables powerful automated browsing, but non-standard UI components frequently trigger redundant click cycles.
1. Agent Reasoning Architecture: How Comet Navigates the Live Web
Comet operates by intercepting the active browser tab’s DOM tree, converting visual and interactive elements into an accessibility tree representation that is streamed directly to Perplexity's cloud-hosted LLM reasoning pipeline. The model interprets user intent and emits Chrome DevTools Protocol (CDP) action primitives—including synthetic mouse clicks, smooth scrolling, text input, and tab navigation.
In our benchmark across 120 e-commerce and technical documentation websites, this architecture performed brilliantly on linear, text-dominant workflows: finding technical specifications across multiple vendor pages, extracting API parameters, and compiling comparative markdown tables.
However, when encountering non-standard web patterns—such as custom shadow DOM elements, infinite-scrolling feeds, canvas-based UI widgets, and multi-factor authentication popups—the agent frequently hesitated or executed redundant click sequences, requiring manual user intervention to resume execution.


