Case Distillery Blog

Free preview cuts of every Case Distillery issue. The full operator analysis is in the paid edition.

• #064Oct 01, 2026 · Indie Operator Case
  He shipped a launch checklist. 1,057 builders showed up.
• #063Sep 29, 2026 · Indie Operator Case
  How an AI Job Search Engine Hit 7,500 Users and $2.7K MRR
  An AI job search engine case study: 7,500 users, ~90 paying, ~$2.7K MRR from a layoff story. The real asset wasn't the AI — it was the submit button.
• #062Sep 23, 2026 · Pricing Iteration
  How a 3D Rose Greeting Card App Made $1,186 in Month One
• #061Sep 21, 2026 · AI Product
  How He Scaled Traffic 6.6x in 60 Days with an AI Interior Design Tool
  A solo operator built an AI room design tool, hit 9 customers in 60 days, then automated content to reach 2,000 daily visitors. The playbook—and the moat he's missing.
• #060Sep 14, 2026 · Indie Operator Case
  How an eSIM Reseller Hit $5,600/mo Without Owning a Tower
  An eSIM reseller business hit $5,600/mo in 6 months on resold wholesale data. The margin isn't the story. The thing he deleted is.
• #059Sep 11, 2026 · Indie Operator Case
  How a 3-Day Wordle Clone Hit $4K/mo with 10K Daily Users
  A Hungarian dev built Actorle in 3 days, posted to Reddit, and scaled to $4K/mo. The hard lesson: launching new games in 2026 is worthless.
• #058Sep 10, 2026 · Launch Story
  Amazon FBA Case Study: $10K to $95,988 in 5 Months
• #057Sep 09, 2026 · Indie Operator Case
  How a Solo Founder Hit $1,247 MRR With an AI X Growth Tool
  An AI X growth tool at $1,247 MRR in four months: 43 paying users, one platform, and the feature he almost cut is the one collecting the money.
• #056Sep 08, 2026 · Distribution
  How a 3-Person API Startup Hit $26K/mo in Three Months
  A data API startup went from $300 to $26K/mo with 3 people. The twist: the self-serve tier ran a free 90-day enterprise sales cycle.
• #055Sep 07, 2026 · Indie Operator Case
  How a UK Operator Hit £231K Year 1 Selling Wholesale on Amazon FBA
  A first-time Amazon UK seller made £231K in year 1 working <20 hrs/week. No private label. Just wholesale arbitrage from his garage. Here's the real mechanism.
• #054Sep 04, 2026 · Distribution
  How One Amazon Seller Hit $345K Net Profit With a Single Custom Product
  A private-label FBA operator scaled from $112K to $345K net profit by treating Amazon like a brand platform. The real unlock: ads became optional, not permanent.
• #053Sep 03, 2026 · Pricing Iteration
  How a Mobile Studio Hit $1K MRR in 90 Days With 8 TikTok Accounts
  A study app reached $1K MRR in 3 months posting 4 hours daily to 8 TikTok accounts. The revenue is real. The lesson most founders take is wrong.
• #052Sep 02, 2026 · Launch Story
  How a Solo Founder Hit £35K in 10 Months With a £2.8K Amazon UK Launch
  A kids brand on Amazon UK did £35K revenue in 10 months from a £2,864 launch. The secret: he spent more on trademark than inventory.
• #051Sep 01, 2026 · Pricing Iteration
  How One Seller Hit $1M on Amazon FBA With 1,500 SKUs, No Ads
• #050Aug 31, 2026 · Pricing Iteration
  How He Hit $50K/mo Amazon FBA in Canada on a $10K Credit Card
  He scaled to $50K/mo on Amazon FBA in Canada with a $10K credit card and zero warehouse. The real moat wasn't sourcing, it was a 5-month ungating queue.
• #049Aug 26, 2026 · Pricing Iteration
  AI Search Visibility Tool: $1,150 Profit on Attempt Five
  Four failed businesses, $1,200 burned, 20 months gone. Then an AI search visibility tool cleared $1,150. The failures were the real R&D. Here's why.
• #048Aug 25, 2026 · Pricing Iteration
  ️ $2K in month one: he moved the automation onto the customer's laptop
• #047Aug 27, 2026 · Indie Operator Case
  $5K Month, $170 MRR: A Mac AI File Renaming App Case Study
• #046Aug 24, 2026 · Indie Operator Case
  Reddit Lead Gen Case Study: 213 Comments From One Free Offer
  One 70-word free-audit offer in r/microsaas pulled 213 comments and 9 pre-qualified founders. The Reddit lead gen play, and the $149 offer he missed.
• #045Aug 24, 2026 · Pricing Iteration
  How 8 Comparison Posts Took a $29 SaaS to $22K MRR, $0 Ads
  His Product Hunt launch converted zero. Eight comparison posts and 21 days of no-link Reddit answers took a $29 SaaS to $22K MRR on $0 ads.
• #044Aug 24, 2026 · Indie Operator Case
  SEO Agency Case Study: $763K After 29 Months Stalled
  An SEO and Google Ads agency case study: $13,479 in month 4, then 29 flat months to $15K. Growth came from deleting services, not adding them.
• #043Aug 18, 2026 · Indie Operator Case
  How a Solo Founder Pulled 10,965 LinkedIn Leads in 6 Months With $0 Ad Spend
  French indie operator posted once weekly, analyzed 170 posts, built one-word CTA system averaging 310 comments. Turned LinkedIn DM bottleneck into $800/mo SaaS.
• #042Aug 13, 2026 · Pricing Iteration
  How a 6-Hour Chrome Extension Hit 12K Users and $400/mo (Math Doesn't Add Up)
• #041Aug 24, 2026 · Indie Operator Case
  How a 6-Hour Chrome Extension Hit 12K Users and $400/mo
  A joke Chrome extension got 12,000 users and $400/mo from a 6-hour build. The 10% conversion rate is exactly why the business stalled at beer money.
• #040Aug 12, 2026 · AI Case
  How a Solo Founder Hit $1,297 MRR With a 30% Cold DM Reply Rate
  One Reddit DM rule — no product name in the first message — turned 2,683 signups into $1,297 MRR and 84 customers in 7 months. Zero ad spend.
• #039Aug 11, 2026 · AI Case
  How a Solo Dev Hit $3K/mo Running 5 API Products Nights and Weekends
• #038Aug 11, 2026 · Pricing Iteration
  How a Solo Dev Hit $1K Revenue in 60 Days by Doing Less Than Every Competitor
  One developer launched a manual subscription tracker into Rocket Money's market — and tripled prices 3× with zero customer loss. Here's the mechanism.
• #037Aug 10, 2026 · Pricing Iteration
  How a Solo Founder Hit $2K MRR Selling $19/Month Lead Search in 8 Months
  One founder turned Reddit complaints into a $2K MRR lead search tool. No ads, no funding, 90 paying customers. The playbook nobody talks about.
• #036Aug 07, 2026 · Launch Story
  How a Solo Operator Hit $200K/mo Running 18 Startup Launches
  He killed every launch that didn't earn in 60 days. 18 reps later, his portfolio prints $200K/mo. The mechanism isn't grit, it's a distribution filter.
• #035Aug 05, 2026 · Distribution
  How a Solo Dev Hit $14K MRR With an Open-Source Scheduler
• #034Aug 04, 2026 · Pricing Iteration
  How 340 AppSumo LTDs at $149 Traded $50K for a Lifetime Job
• #033Aug 03, 2026 · Launch Story
  $500 MRR in 3 Days: A Vibe-Coded AI SEO SaaS Case Study
• #032Jul 31, 2026 · Pricing Iteration
  How a Solo Builder Hit $2K MRR With a Lead Gen SaaS in 8 Months
• #031Jul 29, 2026 · Pricing Iteration
  How a Solo Dev Built $10K MRR on $12 AI Interview Coach Passes
  Solo founder hit $10K MRR in 7 months selling $12 one-time AI interview coach passes. Why panic pricing beats subscriptions in AI micro SaaS.
• #030Jul 28, 2026 · Indie Operator Case
  How an AI Wrapper Hit $150 MRR in 21 Days by Rewriting One Line
• #029Jul 27, 2026 · Indie Operator Case
  How a Solo Dev Turns $100 Meta Ads Into 2-3 Website Clients
• #028Jul 24, 2026 · Pricing Iteration
  How a Solo Founder Hit $2.7K MRR Selling an AI Lead Scraper
• #027Jul 23, 2026 · Pricing Iteration
  How Tally Hit $5M ARR With a 2% Conversion (Branded Freemium)
• #026Aug 24, 2026 · Indie Operator Case
  How a No-Code App Builder Hit $500 MRR After 2 Lost Hackathons
  A no-code iOS app builder that lost two hackathons now earns $500 MRR in 4 months. The product isn't the builder. It's what the buyer has a deadline for.
• #025Jul 21, 2026 · Indie Operator Case
  How a Solo Operator Built a $72K/yr Mobile Detailing Business
  How a 26-year-old built a $72K/yr mobile car detailing business solo, with $5K MRR locked in before season starts. The most AI-proof case study of 2026.
• #024Aug 24, 2026 · Indie Operator Case
  How a Pixel Desktop Pet App Earned $150 on Day One
  A designer's reading app made $1,000 in a year. His pixel desktop pet app made $150 on day one. The lesson isn't cuteness, it's what a product demands of you.
• #023Jul 20, 2026 · Indie Operator Case
  How a Solo Founder Hit 1.54M Impressions With Programmatic SEO
  A non-technical operator turned 13 daily impressions into 1.54M in 90 days using programmatic SEO and schema. 30% of traffic now comes from AI assistants.
• #022Jul 18, 2026 · Pricing Iteration
  How a Mobile IV Therapy Business Hit $250K/mo in 90 Days
• #021Jul 17, 2026 · Pricing Iteration
  How a Solo Dev Made $5K in 72 Hours With a $5 Mac Novelty App
  A 15-year Swift engineer sold 1,000 copies of a $5 Mac novelty app in 72 hours using one Instagram reel. The real product isn't the app. Full case inside.
• #020Jul 16, 2026 · Pricing Iteration
  How a $5 Mac App Pulled $5K in 72 Hours From One Viral Reel
• #019Jul 14, 2026 · Pricing Iteration
  How a Solo Dev Hit $5K MRR with 2 Developer APIs via LLM SEO
• #018Aug 24, 2026 · Indie Operator Case
  SaaS Changelog Tool Case Study: 8 Months, $0, Then $70
  A solo founder built a SaaS changelog tool for 8 months and earned $0. One direct question to one user closed $70. The product was never the changelog.
• #017Jul 10, 2026 · Indie Operator Case
  How a Solo Dev Hit $16K With a Reddit Lead-Gen SaaS
• #016Jul 09, 2026 · Distribution
  45K Devs, 127K FIFA Cards, $0 Revenue: A Viral GitHub Case Study
  A solo dev built a FIFA card generator for GitHub, got 45K visitors and 127K renders in 48 hours, captured zero emails. Why the traffic wasn't the point.
• #015Jul 08, 2026 · Distribution
  How a Solo Founder Hit $2.5K MRR With a 90% Demo Close Rate
  A French solo founder hit $2.5K MRR in 4 months at a 90% B2B SaaS demo close rate. The move: kill the pricing page, ship every CTA to Cal.com.
• #014Jul 07, 2026 · Distribution
  How Gitfut Hit 45K Visitors in 48h With $0 Captured
• #013Jul 06, 2026 · Distribution
  How a Solo Student Hit $2K MRR Selling LinkedIn Lead-Gen SaaS
• #012Jul 03, 2026 · Pricing Iteration
  How Project 21 Hit $6K MRR in 30 Days After 20 SaaS Failures
  A solo builder shipped project #21 in 72 hours and cleared $6,092 MRR. Not smarter AI. A longer failure ledger. Full AI SaaS case study inside.
• #011Jul 02, 2026 · Indie Operator Case
  How MCP Turned a $12/mo X Scheduler Into $4.2K MRR
• #010Jul 01, 2026 · AI Product
  How a Twitter MCP Server Took a Solo Dev From $12 to $3.4K MRR
  A solo DevOps engineer priced his Twitter MCP server at 0.25% of X's $5K API tier. Result: $12 to $3.4K MRR in 7 months. Here's what he really sold.
• #009Jun 30, 2026 · Pricing Iteration
  How a Solo Dev Hit $6K/Mo Selling a $79 Mac Screen Recorder
• #008Jun 26, 2026 · Solo Mobile / Global Pricing
  How a Solo Dev Hit $1K MRR Selling a $1.99 Pixel Habit Tracker
  A Mauritius solo dev grew Habit Pixel to $1,007 MRR in 8 months with PPP pricing, zero ads. The moat isn't the app — it's the grid users build inside it.
• #007Jun 25, 2026 · Pricing Iteration
  How One Google Workspace Marketplace Slot Prints $10K MRR (Peak $17K)
  MagicSlides sits at $10K MRR steady with 2M users and $0 paid ads. The product is a weekend. The moat is a marketplace listing two years older than yours.
• #006Jun 24, 2026 · Open-Source Distribution
  How Postiz Hit $113K MRR as Open-Source AI Social Plumbing
• #005Jun 23, 2026 · Pricing Iteration
  A DM Asking for a Pitch Deck Turned Into $17K MRR Across 136 Languages
  MagicSlides hit $17K MRR and 10M+ generated decks, solo. Tome raised $43M chasing the same room. The bet was the boring .pptx format and unsexy languages.
• #004Jun 22, 2026 · Pricing Iteration
  He Cut SaaS Pricing 51% on Day 4 After Watching 4 DMs and 2 Replays
  $68 MRR in 72 hours, then a 51% price cut. The persona was wrong before the pricing was — and grandfathering 2 customers is now the control group.
• #003Jun 20, 2026 · Health Vertical SaaS
  $602 MRR in 60 Days: A Diabetic Meal Planner With a Hidden Data Moat
  86 paid users at $7/mo, $89 cost, 80 build hours. One banner change lifted conversion 5 points — but the real asset isn't the SaaS, it's the data.
• #002Jun 20, 2026 · Shopify CRO
  How a Solo Operator Hit $4.2K MRR Selling $97 Shopify CRO Audits
  Inside the $4.2K MRR Shopify CRO audit business one founder built in 5 months. The product isn't the audit. It's a 24-hour clock.
• #001Jun 19, 2026 · AI Agency
  How a Solo Operator Hit $20K/mo Wiring n8n Into Local SMBs
  $3,500 setup + $300/mo retainer, 22 clients, 95% margin. The arbitrage isn't AI — it's the hour spent across the desk from a dental office manager.