The research spiral is real. You open one paper, it cites three more. You follow one thread into a YouTube rabbit hole. An hour later you have forty tabs, seven highlights in four different PDFs, and a half-formed argument you've already forgotten. The essay hasn't started.
This workflow puts a fence around that spiral. Not by doing less research — by doing it with more structure.
Step 1 — Stake a claim with Perplexity
The mistake most people make with research is starting too broad. "I want to understand AI regulation" produces forty tabs. "What did the EU AI Act actually change about how companies deploy models in production?" produces a focused synthesis you can work from.
Perplexity forces concision. It gives you a sourced summary and the key threads worth pulling. Use it to arrive at a thesis, not just a topic. The thesis is the thing you'll either confirm or revise as you dig deeper.
Step 2 — Go deep with NotebookLM
Once you have a position, gather your primary sources — the papers, reports, or PDFs that are actually authoritative on this question. Upload them to NotebookLM and start asking it questions that challenge your thesis.
NotebookLM is not a summariser. It's a reading partner. Ask it to find evidence against your argument. Ask it what the most cited objection is. Ask it to compare two sources that seem to contradict each other. The goal is to stress-test your thinking before you start writing, not after.
Step 3 — Write a structured draft with Claude
By now you have: a thesis, sourced supporting evidence, and a clear sense of where the counterarguments live. That's enough for Claude to produce a first draft that actually has structure.
Prompt it specifically: "Write an 1100-word essay arguing [thesis]. Use the following evidence. Acknowledge the following counterarguments and explain why they don't undermine the central claim." What comes back is a scaffold — solid bones, some flabby paragraphs. Your job is to make it sound like you wrote it, because the thinking was yours all along.
The rule this workflow enforces
Research ends before writing begins. That sounds obvious. It isn't — most people toggle between reading and drafting in the same session and end up doing neither well. The three tools in this workflow correspond to three distinct cognitive modes: synthesis, interrogation, expression. Run them in order. The essay at the end is better because the thinking before it was more disciplined.