Bigdata.comby RavenPack
Bigdata.comby RavenPack

Howtorunanindustrydeepdiveonasectoryoudonotcover

To run an industry deep dive on a sector you have never covered, start with how money flows through it, not with the biggest companies. Then read what insiders say in earnings calls and company reports, find the smaller companies that matter, and decide early what "done" looks like.

By

Bigdata team

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KEY TAKEAWAYS

  • Start an industry deep dive with how money moves, not with the biggest names.

  • Earnings calls and annual reports teach you more than summaries do.

  • The companies that matter are often the ones big companies mention.

  • Decide what "done" looks like before you start.

  • When new sources stop changing your view, it is time to talk to experts.

Where do you start when researching a new sector with no prior coverage?

Before you start digging into company reports, work out how money moves through the industry: who pays, what they pay for, who sits in the middle, and where most of the profit ends up.

You probably will not get everything right the first time, but that is not the point. The aim is to create a rough picture that you can correct as you learn more.

Try not to begin an industry deep dive with the biggest companies in the market. They can tell you a lot about what success looks like today, but they do not always explain how the whole industry works. If you start with them, it is easy to see the market only from their side.

A better place to begin is with a simple definition of the industry and what falls within it. The US government’s NAICS codes can help you set those boundaries. Then draw a basic map showing the path from the first supplier to the final customer, including the companies involved and how each one gets paid.

Keep that map open while you research. Some sources will confirm what you already have, while others will show that part of it is wrong or missing. Just update it as you go.

It also helps to keep a list of terms you do not understand and questions you still cannot answer. Cross them off as you find the answers and whatever remains at the end gives you a useful list of things to ask someone who knows the industry firsthand.

Which sources describe how an industry actually works?

Once you have a rough money map, turn to sources created by people inside the industry. Earnings calls, annual reports, industry groups and industry magazines usually reveal more than the general summaries most sector research starts with, particularly around pricing, margins, demand and competition.

Earnings calls are especially useful because analysts can question management directly after each quarterly update. These discussions often highlight the issues that matter most, although companies may still control who gets to ask questions, as NYU’s research guide explains. Annual reports provide a clearer picture of what a company sells, who its customers are and what risks it faces. For US-listed companies, these reports are available through the SEC’s EDGAR database.

Industry magazines can help you understand day-to-day changes, while general news is useful for spotting developments that require further research. Read broader industry reports after creating your initial map so you can test their conclusions against your own. Bigdata.com’s data catalog brings news, filings and earnings transcripts together in one place. When two sources disagree, keep both and note it as an open question, because the difference is often worth investigating.

Four steps of an industry deep dive

Step

What to do

Where to look

Move on when

1. Map the money

Sketch who pays, who sits in the middle and who keeps the profit

Company reports, industry overviews

You have a rough one-page map

2. Read what insiders say

Check each part of the map against what companies say

Earnings calls, annual reports, investor days

Most of the map is confirmed or redrawn

3. Follow the names

Add every supplier, customer and rival the big companies mention

Earnings calls, annual reports

Every step on the map has named companies

4. Know when to stop

Test yourself against the finish line you set

Your notes and open questions

New sources stop changing your view

Use these four rows as your plan, and come back to them whenever you are not sure what to read next.

How do you find the companies that matter beyond the obvious names?

Let the biggest companies lead you to the ones that are easier to miss. When they mention an important supplier, a major customer or a competitor gaining ground, add that company to your list.

The best-known names rarely tell the whole story. A smaller supplier providing a critical component, or a distributor controlling access to customers, may have more influence than its size suggests. Some may also be privately owned or classified under a different industry, making them harder to find through a simple search.

On earnings calls and in annual reports, listen for three kinds of mentions:

  • A supplier they depend on.

  • A customer driving growth.

  • A rival taking business.

Note every new name and why it was mentioned. If the same company appears across several sources, it is usually worth investigating further.

Then return to your money map. Any stage where you cannot name the main players is a sign that more companies are still missing. Keep private businesses on the map too, even if their financial information is limited, so you do not mistake the stock market for the entire industry.

How do you know when an industry deep dive is finished?

You are close to finishing when new sources stop changing your understanding of the industry. By that point, you should be able to explain how the market works, how money moves through it, where profits are made and which companies matter at each stage. You should also understand the main risks, competitive pressures and questions likely to come up on the next earnings call.

Every industry research method needs a clear finish line, because there will always be another report, company or market development to examine. Early in the process, almost every source adds something new or challenges part of your original view. Later, most of what you read simply confirms what you already know. That is a useful sign that your research is reaching a natural end.

When your money map is complete, the same names keep appearing and your remaining questions cannot be answered through public information, it is time to stop reading. Take those unanswered questions to people who work in the industry, who can add the practical context that reports and transcripts often leave out.

Want to map a new sector from every earnings call, filing and news story at once? Bigdata.com brings them together in one place. Try Bigdata.com for free

Frequently asked questions

It depends on how complex the industry is and how much information is available. Most of the time goes into studying the main companies and finding the smaller players around them. Setting a clear stopping point before you start helps keep the research focused and prevents it from dragging on.

Partly. The method can still help you understand how the industry is structured, but information becomes harder to find below a certain company size. There are fewer listed businesses, earnings transcripts, and analyst reports to work with. More of the research must come from trade associations, regulators, specialist publications, and the filings of larger companies connected to the sector.

The method should reveal these information gaps early, giving you time to arrange expert conversations and set realistic expectations for the research.

Keep both views and cite the source behind each one. Trying to combine them into a single answer can hide an important difference. One management team may see demand improving while another sees it slowing, or industry figures may tell a different story from company reports. Treat the disagreement as something to investigate, not something to remove. Look for differences in timing, definitions, or market exposure that might explain the contradiction. The disagreement itself may tell you more about the industry than either source on its own.

No. Desk research can show you how an industry works on paper and where the public information starts to run out. What it cannot fully explain is how buying decisions are made, which relationships carry the most weight, or what customers really think about the leading companies. Those insights usually come from speaking with customers, suppliers, and former employees. The value of the deep dive is that it helps you identify the right people and the right questions, making those expert conversations far more focused and useful.

© 2026 Bigdata.com by RavenPack. All rights reserved.

© 2026 Bigdata.com by RavenPack. All rights reserved.