SaaS •Entrepreneurship

I Spent 24 Hours With A SaaS Millionaire

Starter Story • • 16 min • #151
I Spent 24 Hours With A SaaS Millionaire

I traveled to Los Angeles, CA to spend 24 hours with Jeremy Redman and dive deep into his $3M SaaS business.

Summary

  • Jeremy Redman

    • Background and Origins
      • Started as a non-technical founder dabbling in no-code tools, hacking on an original product called V1 in 2019
      • Monetized V1 early, used the revenue to hire a CTO, rebuilt the product, and launched the updated version in 2020
    • Pivot and Growth
      • Took a step back in 2021 after customer sentiment kept pushing toward automation; refocused the business on solving messy browser automation instead of app building
      • Launched Taskmagic, a tool that mimics human browser behavior and clicks buttons to connect apps without relying solely on APIs
      • Grew Taskmagic from a few hundred thousand dollars in revenue to roughly $3 million annually within three years, with some months generating north of $400,000
      • Landed the company on the Inc. 500 list as a two-person team—Jeremy and his CTO
    • The Exit
      • Set a personal goal to sell before turning 38 and listed the business on the acquire.com marketplace, attracting over a hundred inquiries
      • Bought out investors early in the process, draining both personal and business bank accounts
      • Took on $50,000 in credit-card debt and another $200,000 in personal debt to pay bills during the six-to-seven-month sale process
      • Endured severe emotional lows and found calm only by spending time with his daughter before ultimately closing a mid-upper seven-figure cash sale

  • Products and Offerings

    • Taskmagic: The core tentpole product; a browser-based automation platform monetized through subscriptions, lifetime deals, and usage-based pricing
    • Mail Lead: A simple, standalone outbound email platform built as the next logical tool for Taskmagic’s customer base; generated almost seven figures on its own and naturally fed users into Taskmagic when they needed deeper automation
    • LeadQuest.ai: An AI-powered lead-search satellite product that supplied prospects to Mail Lead and Taskmagic, completing the ecosystem loop
    • V1: The original no-code app builder that predated the automation pivot; Jeremy monetized it beginning in 2019, rebuilt and relaunched in 2020, then transitioned away in 2021 to chase the larger automation opportunity

  • Metrics and Financials

    • Scaled Taskmagic to over 60,000 total users and about 8,000 paying customers
    • Drove approximately $3 million in annual revenue at peak, with some months exceeding $400,000
    • Grew Mail Lead to almost seven figures in standalone revenue
    • Sold the business for a mid-upper seven-figure cash sum
    • Maintained a lean operation with only two people total when it made the Inc. 500 list

  • Strategy and Growth

    • Deployed the tentpole strategy by treating Taskmagic as the central tentpole and surrounding it with small, cheap, functional satellite products
    • Marketed functionality over information, using no-code tools to spin up mini-products that could rank and sell on their own
    • Built for the customer’s next problem; for example, after solving browser automation, he attacked cold outreach with Mail Lead and lead sourcing with LeadQuest.ai
    • Optimized for simplicity and specificity to win organic SEO faster; narrow tools outrank broad platforms because search rewards specificity
    • Created natural upgrade paths between products so a user starting in LeadQuest.ai would flow into Mail Lead, then click the automation tab to unlock Taskmagic
    • Stacked an integrated ecosystem rather than running separate side hustles, letting each product cross-sell and reinforce the others
    • Unlocked early cash flow by offering lifetime deals and usage-based pricing after realizing customers resisted pure subscription models

  • Lessons and Advice

    • Cumulative success is still success; founders can reach seven figures across an ecosystem even if individual products take time to hit stride, and it might be the fifth product that tips the scale
    • The exit process can be brutal; behind the celebration, Jeremy burned through savings and accumulated significant personal debt while waiting for the deal to close
    • Resist toxic positivity; online founder culture pressures people to hide their struggles and only broadcast wins, which makes failure feel isolating when peers quietly give up
    • Share the dark days; he urged founders to be honest about bad days, real problems, and emotional lows rather than performing constant gratitude
    • Find an anchor; during the darkest moments of the sale, the only clarity came from walking into his daughter’s room and simply being present
Back to Starter Story