Google Will Do a Week of Analyst Work for You Tonight
Its research agent plans the job, reads hundreds of sources, checks its own work, and hands you a cited report by morning. Here's the two-step workflow to make it sing.
Hand it a question tonight, close your laptop, and go to bed. While you sleep, it reads hundreds of sources, weighs what they say against each other, catches its own mistakes, and writes you a cited, multi-page report. In the morning it pings you: done.
That’s not a chatbot answering a question. That’s Gemini’s Deep Research — Google’s research agent — giving every business, big or small, access to the kind of analyst-grade intelligence that used to cost a team or a retainer. Most people have never once clicked the button.
The two-step workflow that actually works
Most people point Deep Research at a question cold. It works, but you’re leaving precision on the table.
Step 1 — Interview in normal chat. Paste the prompt below into a regular Gemini/ChatGPT/Claude chat. It asks you questions one at a time — why you’re researching, how deep you want to go, what you care most about. You answer. It builds a personalized research brief tailored to your exact situation.
Step 2 — Hand off to Deep Research. Copy that brief and paste it into Gemini’s Deep Research mode. Now the agent runs autonomously: browsing the web, YouTube, podcasts, documents, your own Drive files — whatever’s relevant. It weighs sources against each other, catches contradictions, and critiques its own draft twice before delivering a structured, cited, multi-page report by morning.
The magic: the interview personalizes what Deep Research focuses on. Without it, you’re asking a powerful agent a generic question. With it, you’re saying “here’s exactly what matters to me — dig there.”
The one prompt to run tonight: The Company X-Ray
Pick any company — a competitor, a vendor you’re about to sign with, an employer you’re interviewing at, or your own business, to see exactly what the world finds when they look you up.
Give it the name, website, and address. Then it goes spelunking: public records and filings, who really owns it, lawsuits and complaints, the leadership and employees on LinkedIn, what people say on Reddit and Glassdoor, the products and how the pricing has shifted, even the ads they’re running right now. Back comes one cited dossier — the names, the numbers, the red flags, and an honest list of what it couldn’t find.
It interviews you first (five or six quick questions), so you never paste anything or fill in a blank. Run it in a normal Gemini chat first — then drop the brief into Deep Research to run the whole dig autonomously:
What else Deep Research can ingest
Company X-Ray is one example. But Deep Research can point at almost anything. Here are a few more ways to let it loose:
Video + audio research:
- Drop a YouTube link of a product demo, conference talk, or recorded earnings call, and have it extract the key moments and claims
- Feed it 3–4 podcast interviews with a founder and find how their strategy shifted across time
- Point it at product review videos and pull common objections and workarounds people mention
Document deep-dives:
- Upload a 50-page earnings report and have it summarize the risk factors, then research whether those risks are actually playing out in the market
- Feed it your own Google Drive docs and have Deep Research fill in the gaps and verify your assumptions
- Take a contract you’re about to sign and ask it to research the company’s track record on similar deals
Decision research:
- Ask it to research both sides of a market pivot you’re considering, then tell you what people most regret
- Have it investigate which cities/states are best for your business, pulling data on talent, costs, tax incentives, and competitor density
- Point it at your own email archive (if you connect Gmail) and have it summarize what you’ve been worrying about
Competitive intelligence:
- Feed it a list of 5 competitors and ask for a side-by-side on pricing, features, customer reviews, and leadership changes
- Research how a competitor’s marketing message has shifted year-over-year
- Investigate what someone said in a panel or podcast and cross-reference it against their company filings
The pattern: Deep Research doesn’t care what kind of source it’s chasing. Feed it a goal and sources, and it will dig.
Once you’ve tried it on one company, the uses multiply fast. The research was always possible. What’s new is that it’s fast, it does the reading for you, and it starts for free. Pick one tonight — and find out what a week of digging actually turns up.