WebScope helps AI agents “see” the web without screenshots. Instead of sending heavy images to vision models, WebScope converts webpages into structured text layouts that LLMs can reason about directly. The result: faster agents, lower costs, and more reliable web interactions. It’s designed for developers building AI browser agents, automation workflows, and web-aware AI tools.

Tines — Build agents & automations integrated across your workspace

Build agents & automations integrated across your workspace

I’m Aditya, the creator of WebScope. While working on AI agents that interact with websites, I kept running into the same issue. Most solutions rely on screenshots and vision models to understand webpages. It works, but it’s slow, expensive, and not always reliable. So I started thinking - what if AI agents didn’t need screenshots at all? That idea led to WebScope. WebScope converts webpages into structured text layouts that LLMs can understand directly. Instead of processing heavy images, AI agents can reason about lightweight, structured representations of the web. The goal is simple: make it easier, faster, and cheaper to build browser agents, automation tools, and web-aware AI systems. If you're building AI agents or developer tools, I’d love for you to try WebScope and share your feedback. Your ideas and suggestions will really help shape where this project goes next.

Tines — Build agents & automations integrated across your workspace

Build agents & automations integrated across your workspace

WebScope

Let AI agents understand the web without screenshots

Let AI agents understand the web without screenshots