8
9 Comments

5+ years of IH interviews: a data-driven analysis of the founders & products

As someone fascinated with the opportunities that come through the democratization of development capabilities, I recently dove into the corpus of the 498 written interviews on IH to develop a better idea of the founders and their ventures. Here's what I came up with using a little bit of web scraping and data analytics 👨‍💻

Founder demographics

With Indie Hackers primarily being a English site that got inspired by stories on the Silicon Valley-affiliated tech forum Hacker News, it’s no surprise that the majority of interviewed founders have a U.S. background (111 out of the 270 founders who provided their location). Nevertheless, Indie Hackers come from a variety of places from all around the world, Europe being the second most common continent:

Country of Origin

As you can see from the age distribution below, the average interviewed founder is in his early thirties (34,5 years to be exact):

Age Distribution

With only 10% of interviewed founders being younger than 28 and only 10% of the founders above 42, Indie Hacking seems to be a venture requiring a certain level of experience as well as available time and energy. My pet theory is that especially in the American Indie Hacking scene, it is common to first get a job out of college for a few years to pay back students loan before taking the plunge into entrepreneurship.
I also tried to reverse-engineer gender stats from first names, but came to no reliable conclusion due to a large amount of not classifiable names 🤷‍♂️

Founder background & employees

Looking into the average team size, about 37% of interviewed founders have no employees at all and 82% of founders have less than 10 overall employees. This can be traced back by the indie concept mentioned above: valuing their independence, Indie Hackers often decide to operate entirely bootstrapped (with no outside funding/ venture capital), and with salaries usually being the primary cost factor in early-stage software ventures, many of the interviewed founders rely on contractors but not full-time employees.
Furthermore, a slight majority of founders founded their venture solo, while 45% of ventures where founded by a founding team. Three out of four founders claim that they code for their business, which is no surprise given the software-centric nature of Indie Hacking. Nevertheless, one quarter of the interviewed founders don’t code at all, oftentimes leveraging modern tools like platforms and no-code tools for their products and services.

Business fields and revenue numbers

Tags

The above query analyzes the tags for the businesses of interviewed founders (with multiple tags being an option): Aside from pure software offerings in the form of Software-as-a-Service models, content products like newsletters, Youtube channels, etc. as well as e-commerce solutions are a favorite among Indie Hackers.
Following the Open Startup philosophy, one key pillar of the IH community is transparent milestone-sharing, often breaking down their user numbers and monthly revenues. Popular among online businesses is the concept of monthly recurring revenue, short MRR, which you can see broken down into quantiles in the following query:

Revenue Distribution

The bottom 10% of interviewed founders earn 150$ or less with their products or services, which isn’t even close to being ramen profitable in most countries. This is a side effect of interviews being held while founders are within their entrepreneurial journey, not years later in hindsight, making things much more approachable for aspiring founders. The average venture nevertheless brings in 15000$ dollar a month, which is past the quit-your-job milestone for most western developers. On the top end, the top 10% of ventures have a revenue of 112 000$+ with some ventures growing to 50+ employees.
In part two of this analysis, we’ll take a closer look at Indie Hackers stories and the insights provided by the interviews itself. Follow me here or on Twitter to stay tuned!

A word of caution

The above analysis is based on self-reported facts and figures by the interviewed founders. Revenue numbers may not necessarily equal the revenue at the time of the interview since interviews where held in the span of 2016–2021. Out of the 498 interviews held, only 480 could be accessed using web scrapers for this analysis. Data has been manually cleaned by me, all interpretations are up for debate (let me know what you think in the comments!). If there are other things you’d like to know about the data-set or about how I did the analysis, feel free to shoot.

on January 9, 2022
  1. 2

    This is awesome. @zerotousers I'm sure would be really interested in this, as I believe he went through the IH interviews manually and didn't scrape the data? But I could be wrong.

    @FabioMai - there are other interviews posted on the forum that aren't in the interviews section. Are you considering analyzing those too? I think there are between 35-50 of those that could also be interesting to add to your database.

    1. 1

      Great, looking forward to see what other people got out of the interviews, manually or automated! Feel free to get in touch here or on Twitter (@f_maienschein)

      Good hint with the interviews on the forum, thanks for that! I started off with the interviews in the official section for convenience reasons, but adding the others from the forum shouldn't take much more than adding the URL's to my list. Will do so 👍

  2. 2

    As a part of analysing profitable Micro SaaS products for my weekly newsletter for developers and marketers, I have gathered huge data of about 1000+ products. I am trying to build a report around the same. But planning to use simply Airtable or Notion.

    May be its better to port your data to Airtable and share it here. Notion should work too. That will help a few users.

    1. 2

      Just subscribed, would be interested to have a chat with you once you'll build your report. I'm in it for my university research so no commercial background, but I can totally but my dataset up on Kaggle or something for others to take a look!

      1. 1

        Sure. Thankyou.

        The usual Kaggle datasets are huge. Not sure if that would be of any benefit to the folks on Kaggle. But yeah, post us the Kaggle link and IH would love it.

        1. 2

          Alright will take a look, the CSVs were too big for free Airtable so I think Kaggle it is. Will add a link once it's available!

  3. 2

    Good analysis - why were like 18 out of 498 interviews un-scrapable?

    1. 1

      That's a good question, at first I thought it was my scraper but it appears to be that some interviews that show up on the interview overview (https://indiehackers.com/interviews/) have broken links or are unavailable by now. E.g. Dealer Video Showroom on page 23, Checkers on page 25 or Sneez on page 17.

      Will post a list of the broken ones to the Meta group if I find the time so that Courtland or Channing can take a look :)

Trending on Indie Hackers
This Week in AI: The Gap Is Getting Clearer User Avatar 45 comments 1 small portfolio change got me 10x more impressions User Avatar 28 comments AI Is Destroying the Traditional Music Business and Here’s Why. User Avatar 22 comments Fixing my sleep using public humiliation and giving away a Kindle User Avatar 16 comments A Tiny Side Project That Just Crossed 100 Users — And Somehow Feels Even More Real Now User Avatar 13 comments From 1k to 12k visits: all it took was one move. User Avatar 11 comments