We let OpenAI’s “Agent Mode” surf the web for us—here’s what happened

23 October 2025

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From scanning emails to building fansites, Atlas can ably automate some web-based tasks.

On Tuesday, OpenAI announced Atlas, a new web browser with ChatGPT integration, to let you “chat with a page,” as the company puts it. But Atlas also goes beyond the usual LLM back-and-forth with Agent Mode, a “preview mode” feature the company says can “get work done for you” by clicking, scrolling, and reading through various tabs.

“Agentic” AI is far from new, of course; OpenAI itself rolled out a preview of the web browsing Operator agent in January and introduced the more generalized “ChatGPT agent” in July. Still, prominently featuring this capability in a major product release like this—even in “preview mode”—signals a clear push to get this kind of system in front of end users.

I wanted to put Atlas’ Agent Mode through its paces to see if it could really save me time in doing the kinds of tedious online tasks I plod through every day. In each case, I’ll outline a web-based problem, lay out the Agent Mode prompt I devised to try to solve it, and describe the results. My final evaluation will rank each task on a 10-point scale, with 10 being “did exactly what I wanted with no problems” and one being “complete failure.”

Playing web games

The problem: I want to get a high score on the popular tile-sliding game 2048 without having to play it myself.

The prompt: “Go to play2048.co and get as high a score as possible.”

The results: While there’s no real utility to this admittedly silly task, a simple, no-reflexes-needed web game seemed like a good first test of the Atlas agent’s ability to interpret what it sees on a webpage and act accordingly. After all, if frontier-model LLMs like Google Gemini can beat a complex game like Pokémon, 2048 should pose no problem for a web browser agent.

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