◉ GrowthRadarCommercial Casebook

THE BUSINESS CASEBOOK

Understand the business,
then find your opportunity.

Who pays for it? How does it acquire customers? Starting from real products, understand demand, pricing models, and growth signals.

Start reading cases ↓

EXPLORE CASES

Find a business worth studying

567 business cases

Prioritizing entries with research dossiers. Rankings are based on historical signals and do not represent opportunity quality; one product may have multiple metric records.

COMPARE THE BUSINESSES

Compare Businesses Side by Side

Top 3 cases on this page · MRR / USD

Only compares historical metrics on this page, not the entire market. Revenue does not equal profit.

CASE / 565Gaming

20-0

A free browser game: spin the wheel to draw a historical team and era, pick a player for each position, then simulate the season to see if you can go a perfect 20-0. It has a daily challenge, online ranked play, friend head-to-head matches, and sister games for several other sports, plus an iOS app.

Audience
Sports fans in the US (NFL, NBA, MLB and more) who love arguing about the greatest all-time lineups and playing roster-building games and daily challenges
Pricing
subscription
Channel
Traffic estimate: direct traffic ranks first at 72.41%, followed by organic search (about 21%) and organic social (about 4%); about 1.2 million visits last month, US rank around 10K, 7.41 pages per visit, 8 minutes per visit. Search terms are almost all brand keywords (20-0, 20-0 game, nfl 20-0); the only non-brand keyword is 162-0. Social channels are X, YouTube, and Facebook; half of the referral sources are sports sites. The website FAQ and the Revenue record page say it was featured on Barstool Sports' Pardon My Take podcast and was played and shared by NFL players (self-reported; date and episode not verified). The product has result sharing, same-puzzle friend matches, and a daily leaderboard, and returning users come back for the daily challenge and win streaks. The website self-reports 23M+ plays.
Snapshot MRR · USD · 2026-10-24928
CASE / 566Software

1418 Technologies LLC

Describes itself as a tech lab and software development company that takes on custom development and technical consulting, including full-stack apps and machine learning and NLP pipelines. The website has only an introduction and a contact form; it is not a self-serve product.

Audience
Business clients who need custom AI or software development (the website lists no specific clients)
Pricing
Pricing model unknown
Channel
The website has almost no traffic: Traffic estimate shows only one keyword, the brand keyword 1418, with visits from South Africa, too small to be statistically meaningful. The website has only a contact form, an email address, and Instagram. Revenue comes as a few large payments: two project payments of $1,750 and $1,550 in 2023, then a steady monthly $2,055 from 2026-02 (speculation: a fixed monthly fee from one client). So clients did not come from website traffic; they more likely came from personal contacts and project referrals (speculation). The founder did not fill in a channel.
Snapshot MRR · USD · 2026-10-2463
CASE / 567Software

3dplotter

A browser-based web app that turns a home 3D printer into a pen plotter. It offers a library of STL pen holders, a G-code generator (text, images, and SVG converted to paths), Hershey fonts, calibration tools, and a gallery of user designs, so a 3D printer can draw and write without modification.

Audience
Makers with 3D printers such as Bambu Lab who want to make pen-drawn and line-art work, plus Etsy sellers who sell pen-drawn pieces and educators
Pricing
one-time
Channel
Traffic estimate 2026-09: the top channel is direct at 39.7%, organic search is estimated at about 45%, and paid is 0%. There are only 23 keywords; the brand keyword 3dplotter accounts for about 60%, and the non-brand keywords are tool-type long-tail terms such as 'convert 3mf to svg' and 'line art generator for plotter'; the only social source detected is YouTube. The site links to a user design gallery, Discord, Instagram, Facebook, and YouTube, and in 2026-02 it published three comparison/review blog posts (versus AxiDraw, whether it is worth buying) to claim search positions. It is a one-time purchase with no subscription, so there is no repeat-purchase data from existing users, and the founder did not fill in a channel on Revenue record.
Snapshot MRR · USD · 2026-10-240