Cases
Short cited accounts of what a company ran and what happened.
- 99designs spins SitePoint's design contest habit out into its own product
99designs moved informal design contests off SitePoint into a separate brand in 2008 and later reported $15 million in annual revenue.
2008 Worked - Airbnb paid for professional photos of New York host listings
Airbnb's founders shot New York listings with a rented $5,000 camera, and the city's revenue reportedly doubled by the end of that month.
2010-2012 Worked - Algolia gives DocSearch free to documentation sites in exchange for a search link
Algolia offers DocSearch free to eligible documentation sites that keep a Search by Algolia link, and its homepage says more than 9,000 projects use it.
Mixed result - Avvo built a rated profile for nearly every US lawyer plus a free Q&A forum
Avvo published rated profiles for 97% of US lawyers and a free Q&A forum of 11 million entries, and drew over 100 million annual visits by its 2018 sale.
2018 Mixed result - Baremetrics skipped the pre-launch and made setup one click
Baremetrics launched with no list, beta or free plan and one-click setup, then reached its first 100 paying customers in about 4 months, mostly via Twitter.
2014 Worked - Baremetrics made its revenue public and launched Open Startups
Baremetrics published all its revenue, then launched Open Startups with seven companies, citing over 125,000 entrepreneurs following along by launch day.
2015 Mixed result - Bingo Card Creator: search drove most traffic, A/B tests drove 2012 sales
Patrick McKenzie got most Bingo Card Creator traffic from Google and AdWords in 2012, when sales rose 55% to 2,254 and net revenue reached $64,791.81.
2012 Mixed result - Candy Japan launched on Hacker News and reached 300 subscribers in four months
Candy Japan's founder posted his new candy subscription on Hacker News, blogs covered it unprompted, and he had 300 paying subscribers within four months.
2011 Worked - Codecademy delays signup until after the first lessons; cofounder reports 200,000 users in three days
Codecademy put signup after the first few lessons so visitors wrote code in seconds, and its cofounder reported 200,000 unique users in three days.
2011 Mixed result - ConvertKit migrated switchers by hand while MRR grew from $1,337 to $30,000
ConvertKit sold to a niche through direct outreach and moved customers' lists for them, and MRR rose from $1,337 in September 2014 to over $30,000 a month.
2014-2015 Worked - DigitalOcean pays outside writers for open-source setup tutorials
DigitalOcean paid Community authors about $300 per tutorial, and an outside analysis credits its 6,000+ tutorials with over 5 million monthly visits.
2018 Mixed result - Encharge pre-sold lifetime access to its 500-person email list before building
Encharge emailed about 500 leads a mock prototype and an $89 lifetime pre-order, and took 50 pre-orders and about $4,000 before building the product.
2019 Worked - Eraser built DiagramGPT, a free AI sidecar tool that drives 30% of sign-ups
Eraser launched DiagramGPT, an ungated AI diagram generator with its own brand, and the founder says it now brings in 30% of new sign-ups.
2023 Worked - Etsy sent a team to craft shows nearly every weekend to recruit makers
Etsy sent a team to art and craft shows nearly every weekend to sign up influential makers, and had about 9,000 sellers by the end of its first year.
2005 Mixed result - Evernote's freemium conversion rose with user tenure, from 0.5% in month one to 5.5% after two years
Evernote kept its main app free and tracked conversion by cohort age: 0.5% of signups paid in month one, rising to 5.5% after two years.
2008-2010 Worked - Granola seeded its AI notepad with venture capitalists first
Granola spread its bot-free AI notepad through VC firms first, and a newsletter reports 10% week-over-week growth, which it ties to the no-bot design.
2024-2025 Mixed result - Graza seeds 300 packages to food creators before its 2022 launch
Graza sent 300 packages to Instagram food creators as its whole early ad budget, then sold out its launch inventory in a day and passed $4 million in first-year sales.
2021-2022 Mixed result - GreyNoise Intelligence pairs a free Community tier with paid automated access
GreyNoise gave analysts a free Community tier and sold automated access to enterprises, then reported over 100% growth in commercial customers and ARR in a year.
2021 Mixed result - Groove published its monthly revenue updates on the company blog
Groove posted its monthly revenue in public on its blog, from a first update of $30,155 to a later $106,131, though no post ties the growth to publishing.
2014 Mixed result - Gumroad lets creators sell straight to their Twitter and Facebook followers
Gumroad let creators sell directly to social followers, and weeks after launch some artists had made thousands while traffic matched Pinterest's January 2011 level.
2011-2012 Mixed result - Gymshark seeds free stringers to YouTube lifters ahead of its Luxe launch
Gymshark sent free stringers to lifters it admired in 2012 and signed them as athletes. It says sales went from £300 a day to £30,000 in 30 minutes after the Luxe launch at BodyPower 2013.
2012-2013 Mixed result - Importify lists its dropshipping app in the Shopify App Store
Importify listed its dropshipping app in the Shopify App Store in December 2016 and later reported over 7,500 paying clients and over $60,000 in monthly recurring revenue.
2016-2021 Worked - Laravel built Forge, a paid server tool for its free framework's users
Taylor Otwell turned his server chores into Laravel Forge, a paid tool for Laravel users, and WorkOS reports thousands of paying customers within a month.
2013-2014 Worked - New Relic traded a free Data Nerd shirt for product installs
New Relic offered a free Data Nerd shirt to anyone who created an account and deployed its agent, and Printfection says qualified leads rose 30%.
2023 Worked - Pipedrive let its support team convert trial users instead of sales reps
Pipedrive's support team onboarded trial users and did the selling, and the two co-founders reached about 100 small customers in five to six months.
2010 Mixed result - PostHog launched its open-source MVP on Hacker News four weeks into coding
PostHog put its open-source analytics MVP on Hacker News and GitHub in 2020 and had hundreds of users within a month, without heavy outreach.
2020 Worked - ProfitWell gives away subscription metrics free to feed paid products
ProfitWell offered its Metrics reporting tool free and built paid churn and pricing products on the data. The founder says about 35,000 companies use it.
2022 Mixed result - Refactoring UI makes its complete package the visual default on pricing
Refactoring UI gave its higher tier more space, a bigger font and the primary button, and 78% of purchases went to that tier by January 2019.
2019 Worked - Rows lets people use its AI spreadsheet before they sign up
Rows removed its sign-up wall so visitors could try the AI spreadsheet first, and a newsletter reports sign-up conversions rose 72% after the change.
2025 Mixed result - Sentry open-sourced its error tool, then sold a hosted cloud version
Sentry's founder put Stripe billing on a hosted version of the open-source tool and had a paying customer on day one and ten within a few days.
2015 Worked - SimpleLogin open-sources every component of its email forwarding service
SimpleLogin made its server, browser extension and mobile apps open source from day one, and says it has helped over 50,000 people since its 2020 launch.
2019-2020 Mixed result - Snappr turns self-serve photo bookings into enterprise accounts
Snappr let anyone book a shoot on its self-serve marketplace, and 48% of its Workflows enterprise customers had booked that way before signing up.
2017 Worked - Square gives away its card reader and charges 2.75 percent per swipe
Square handed out its card reader free and earned a flat 2.75 percent per transaction, reporting 1 million users and $4 million a day by August 2011.
2010-2012 Mixed result - Standuply gets featured on the Slack App Directory main page
Standuply was featured on the Slack App Directory main page in March 2017 and, within two weeks, gained 750 signups and reached 1,000 teams.
2017 Worked - Tailwind Labs sells Tailwind UI to users of its free Tailwind CSS framework
Tailwind Labs built Tailwind UI, a paid product for users of free Tailwind CSS, and was about to pass $2 million in revenue about 5 months after launch.
2020 Worked - Testimonial.to buys its typo domain to catch visitors who mistype it
Testimonial.to founder Damon Chen paid $35,000 for testimonial.io, the address visitors kept typing by mistake, and says it brought in $80K in lifetime revenue.
2020-2026 Worked - Thumbtack emailed local pros by hand; co-founder credits email marketing for first 1,000 users
Thumbtack's founders found local service pros' emails by hand and messaged them directly, which co-founder Sander Daniels says brought in the first 1,000 users.
2008 Worked - Urban Tastebud built an affiliate site on buying-guide listicles
Urban Tastebud wrote all its content as list articles with affiliate links, and the founder said in a 2021 interview that the site makes $51,000 a month at a 72% average net profit.
2021 Worked - Wave gave away accounting software and charged for payments and payroll
Wave offered free accounting and invoicing software, then charged for bank transfers, loans and payroll; when H&R Block bought it in 2019 it had 400,000+ customers and over $50 million in yearly revenue.
2014-2019 Worked - Wistia tests video-style thumbnails in marketing emails and lifts clicks
Wistia added a play button and time stamp to email images across seven A/B tests and saw clicks rise 21.52% on average, with a 40.83% lift in the first test.
2017 Worked - WP Engine booked customer interviews through LinkedIn before building a product
Jason Cohen asked WordPress developers on LinkedIn for an hour to discuss his idea before WP Engine existed: 40 of 50 agreed and 30 later became customers.
2010 Worked - Yammer turns free employee signups into companywide accounts
Yammer let employees join a private network for free, then turned that use into company accounts, and it reported more than 5 million corporate users at its sale.
2008-2012 Mixed result - Zapier answered integration questions in other SaaS products' forums
Zapier's founder answered integration questions in other SaaS forums before mentioning the product, and each link brought roughly 10 to 20 visitors.
2011 Worked
Elsewhere on Race to Scale
- Guides
How the mechanics work, with the evidence and the arithmetic.
5 pages - Tactics
Every tactic with the hours it takes, the days until a signal, and how strong the evidence is.
31 pages - Benchmarks
Split times for growth metrics, each with its source and its sample.
5 pages - Teardowns
Real pages redrawn as their structure, with what each part does.
3 pages - Tools
Calculators and templates, with the formula and a worked example on the page.
7 pages - Playbooks
Several tactics in order, with the timings between them.
7 pages - Digests
Public reports read for you, with their key numbers.
1 page - Glossary
Growth terms defined in a sentence or two, with where they apply.
12 pages - Agencies
Growth agencies for startups and small companies, A to Z, with facts checked on each agency's own pages.
- Voices
Posts from people who run growth that teach something specific, with our label and our take.
How these pages are made
Every factual sentence on a Race to Scale page is checked against a passage on a source page that was read for that page, and numbers are computed in code from those sources, not typed from memory. Each page lists its sources and links them where they are used.
Every page shows the day it was first published and, when a fact changes, the day it was updated; no date is set earlier than the day a page went up. The full method is on How we work.