Use AI to Research Faster: A Simple Workflow
Writing a deep article used to take me a full day.
Now it takes 2-3 hours. The quality is better too.
Here’s the exact workflow I use. No special skills needed.
The Old Way vs. The New Way
Old Way (8-12 hours)
- Google search → open 20 tabs
- Read everything → take notes by hand
- Find contradictions → go back and check
- Start writing → realize you missed something
- Rewrite, rewrite, rewrite
New Way (2-3 hours)
| Step | Tool | Time | What It Does |
|---|---|---|---|
| 1. Find info | Perplexity | 20 min | Searches the web, gives answers with sources |
| 2. Deep analysis | Claude | 30 min | Reads multiple articles, finds patterns and contradictions |
| 3. Organize | NotebookLM | 15 min | Combines all sources, answers follow-up questions |
| 4. Write | Claude + you | 60-90 min | Drafts the article, you edit and add your voice |
Total: under 3 hours.
Step 1: Find Info Fast (Perplexity)
What it is: An AI search engine. Not Google. Better.
Why it’s better:
- It reads multiple sources for you
- It gives a clear answer (not 10 blue links)
- Every sentence has a source link
- It suggests follow-up questions
How to use it:
- Go to perplexity.ai
- Type your question
- Use Pro Search (the better mode — wait 10 extra seconds)
- Read the answer
- Click source links to verify key facts
Example:
"How much money did humanoid robot companies raise
in 2026?"
Perplexity returns:
- A direct answer with numbers
- A list of companies and amounts
- Links to every source
- Suggested questions like “Which company raised the most?”
Export: Click “Export” to save all sources as a list.
Step 2: Deep Analysis (Claude)
What it is: An AI that can read very long texts.
Why it’s perfect for research:
- It can read 10 articles at once
- It finds patterns humans miss
- It spots contradictions between sources
- It makes tables and summaries
How to use it:
- Copy 3-5 key articles from Perplexity
- Paste into Claude
- Use this prompt:
I uploaded 5 articles about humanoid robot funding.
Please:
1. Make a table: company | amount | date | investors
2. Sort by date
3. Flag any numbers that don't match between sources
4. Summarize the 2026 funding trends in 3 sentences
Claude returns a clean table. If two articles say different numbers for the same deal, Claude highlights it.
Save time: Instead of reading 5 articles, you read Claude’s summary.
Step 3: Organize Everything (NotebookLM)
What it is: Google’s AI notebook. It reads your sources and answers questions about them.
Why it’s useful:
- You upload all your articles, notes, and data
- NotebookLM reads everything
- You can ask it questions across all sources
- It even makes a podcast-style audio summary
How to use it:
- Go to notebooklm.google.com
- Create a new notebook
- Upload: Perplexity sources + Claude’s analysis + your own notes
- Ask questions:
"Which companies are most likely to succeed?"
"What risks do all these articles mention?"
"Give me an outline for an article about this topic."
Pro tip: Generate the “Audio Overview.” It’s a 10-minute podcast that explains your research. Listen while you commute.
Step 4: Write the Article (Claude + You)
This is where YOU matter most. AI does the heavy lifting. You add the judgment.
How to do it:
- Take NotebookLM’s outline
- Give it to Claude with this prompt:
Based on this outline and these sources, write the
first section of my article.
Requirements:
- Data-driven (cite numbers)
- Objective tone
- Short paragraphs (3-4 sentences)
- One idea per paragraph
- Claude writes a draft
- You edit it:
- Check every number against the original source
- Add your own insights (AI doesn’t know what you discussed with a VC last week)
- Fix the tone (AI writing can sound too formal)
- Add a personal story or example
The mix: AI does 80% of the work. You do the 20% that makes it yours.
Real Numbers: How Much Faster?
We tested this on a real research article:
| Step | Old Way | New Way | Saved |
|---|---|---|---|
| Find info | 2 hours | 20 min | 1 hour 40 min |
| Read and organize | 3 hours | 30 min | 2 hours 30 min |
| Cross-check facts | 1.5 hours | 15 min | 1 hour 15 min |
| Write draft | 4 hours | 1.5 hours | 2 hours 30 min |
| Total | 10.5 hours | 2.75 hours | 7 hours 45 min |
Common Mistakes
| Mistake | Why It Happens | How to Fix |
|---|---|---|
| Trusting AI numbers blindly | AI sometimes makes up numbers | Always check against the original source |
| Using only one source | AI picks the first source it finds | Use Perplexity to get 5+ sources |
| AI writes too formally | AI defaults to “professional” tone | Ask it to “write like a friend explaining over coffee” |
| Missing recent news | AI training data has a cutoff date | Use Perplexity (it searches the live web) |
| Forgetting to add your voice | AI output all sounds the same | Always add a personal story or opinion |
The Tools You Need
All free to start:
| Tool | Free Tier | Paid Tier | What It Does |
|---|---|---|---|
| Perplexity | 5 Pro searches/day | $20/month for unlimited | AI search with sources |
| Claude | Limited messages | $20/month for more | Long text analysis and writing |
| NotebookLM | Unlimited (free) | Free | Organize and synthesize sources |
Total cost to start: $0.
Try It This Week
- Pick a topic you need to research
- Use Perplexity to find 5 good sources (20 min)
- Paste them into Claude and ask for a summary (15 min)
- Upload everything to NotebookLM and ask for an outline (10 min)
- Write one section with Claude’s help (30 min)
- Compare: Was it faster? Was the quality good?
One research project. One afternoon. See if it works for you.
This guide is part of our How-To series. We test every workflow ourselves.