Research · Apps · Ideas

I’m Darwin Santos. I study how AI changes search and the web.

I do research and build tools to understand it.

Research

Exploring a changing web.

Published writing on how AI is reshaping search, discovery and the web.

Featured

Search Engine Land ·

The Great Decoupling

Darwin examines how AI answers can separate search visibility from website visits, and what that shift means for publishers, measurement, and the economics of the open web.

All research

Apps for the community

Practical tools
for real work.

Simple, useful tools to make your work easier and go further.

GSC Guardian

Algorithm-update context and annotations for Google Search Console.

Explore the apps

A resource to explore

The Great
Decoupling Timeline.

Follow the launches, rollouts and changes behind the conversation. Switch views, search events and follow the sources.

Embedded coverage · November 2022–July 2025

Explore interactive timeline

A dated record · 27 events

  1. ChatGPT research preview
  2. GPT-4o mini launches
  3. Ahrefs AI Overview study
  4. ChatGPT Agent is released

A historical snapshot with source links. Two entries corrected; not a live feed.

The connection

Research that asks.
Tools that help.

Node & Link brings published analysis and community tools into one place.

Start with the writing, explore the timeline, or take a useful tool into your working day.

About Darwin and Node & Link