How I Build AI Apps That PRINT ($80k/month SaaS)

    Sep 28, 2025

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    9 min read

    SUMMARY

    Steven Cravotta, a SaaS entrepreneur, live-builds a viral ad library web app without coding, sharing his blueprint for turning ideas into $80k/month passive income products using design contests, AI tools, and developers.

    STATEMENTS

    • SaaS represents the most lucrative business model because it requires building a product once and selling it endlessly for recurring revenue and financial freedom.
    • The speaker has personally achieved success with this model, scaling his first mobile app, PuffCount, to $44,000 per month before selling it.
    • His current company, Posted, has generated $80,000 in revenue over the last four weeks and nearly $800,000 total.
    • The four-step process for building apps includes idea and research, design, MVP building with AI, and offloading complexities to developers.
    • Additional steps involve building an A+ team and handling marketing, scaling, and revenue generation.
    • Products should ideally solve painful problems from daily life to simplify marketing and increase willingness to pay.
    • The Viral Ad Library app centralizes viral content from competitors for marketers and business owners lacking such a resource.
    • Inspiration comes from sites like Superwall for paywalls and ScreensDesign for app onboardings, adapted to viral videos.
    • The app serves as a lead magnet for Posted while functioning as a standalone SaaS product.
    • Features include filters, search, video browsing, details pages, and user interactions like saving to a personal library.
    • Using 99 Designs for UI contests provides 50-80 professional designs, paying only for the winner, at a cost-effective rate.
    • Figma allows easy edits to designs post-contest, enabling non-designers to make adjustments with developer help.
    • Builder.io converts Figma designs to code visually, speeding up MVP development without manual coding.
    • Breaking designs into smaller sections improves import accuracy in Builder.io, ensuring responsive layouts across devices.
    • Hiring developers via platforms like Upwork for backend tasks like database setup is essential for functionality, security, and cost efficiency.
    • Scraping tools like Apify collect data from platforms such as Instagram, TikTok, and Facebook Ads Library.
    • Sensor Tower helps identify top apps for content scraping by analyzing categories and charts.
    • The completed app includes a comprehensive database of viral videos, with plans for paywalls to monetize access.

    IDEAS

    • Software acts as digital real estate, generating passive income and offering high exit potential without ongoing physical maintenance.
    • Validating ideas through personal pain points ensures built-in demand, as the creator experiences the problem firsthand.
    • Design contests democratize professional UI creation, allowing access to diverse global talent at a fraction of hiring one designer.
    • Visual coding platforms like Builder.io bridge the gap for non-coders, turning static designs into interactive prototypes rapidly.
    • Integrating AI for video recognition and automated scraping transforms manual research into scalable, hands-off content curation.
    • Treating side projects as lead magnets can funnel traffic to core products, amplifying overall business growth without isolated efforts.
    • Hiring from regions like Eastern Europe optimizes for high-quality development at lower costs, enabling quick iterations.
    • Pre-built scrapers on marketplaces like Apify eliminate custom coding needs, accelerating data acquisition for MVPs.
    • Responsive design tools inherently adapt UIs for all devices, reducing post-build adjustments and broadening accessibility.
    • Founder communities and weekly calls foster idea-sharing, providing real-time feedback to refine app strategies.
    • Combining market intelligence tools like Sensor Tower with ad libraries creates a competitive edge in viral content analysis.
    • Limiting initial design scopes to key screens controls costs while allowing phased expansions based on user needs.

    INSIGHTS

    • Building without code empowers solopreneurs to prototype and launch SaaS products faster, democratizing entrepreneurship beyond technical barriers.
    • Personal problems as product origins not only validate demand but also infuse authentic passion, leading to more resilient businesses.
    • Crowdsourced design uncovers innovative UI variations that a single hire might miss, enriching the final product with diverse perspectives.
    • AI-assisted development cuts timelines dramatically, but human developers remain crucial for robust backend architecture to prevent costly errors.
    • Lead-generation tools disguised as free resources can virally drive users to premium offerings, creating symbiotic revenue streams.
    • Strategic data scraping from public sources builds valuable datasets ethically, turning public information into proprietary insights for marketers.
    • Iterative feedback loops with communities and polls ensure user-aligned designs, increasing adoption and reducing pivot risks.
    • Balancing cost-effective tools with targeted hires scales operations efficiently, allowing focus on high-value activities like marketing.
    • Comprehensive databases of viral content reveal patterns in successful ads, equipping builders with blueprints for their own campaigns.

    QUOTES

    • "Software is literally digital real estate that generates money while you sleep and the exit potential is huge."
    • "Your product ideally needs to solve a problem for people. If it solves a problem, the marketing is going to be easier."
    • "This is by far the best way to get a UI built for anything that you need."
    • "We have saved countless hours of dev time, probably thousands of dollars building the front end, building the MVP of this product with Vibe Coding."
    • "It's so nice to have a talented developer on your team. Because yes, you can write a lot of the code with AI... but at the end of the day, you want your product to be very functional."
    • "We scraped everything from Instagram, from Tik Tok, and we also scraped from the Facebook ads library."
    • "This thing works beautifully. You can scroll left and right. You can see all of the ads that these companies are running."

    HABITS

    • Regularly examine daily frustrations to identify solvable problems that inspire new product ideas.
    • Maintain a brain dump document to organize thoughts, features, and inspirations for upcoming projects.
    • Use design contests for UI needs to efficiently gather multiple options and select the best fit.
    • Break complex designs into smaller sections when importing to visual builders for accurate results.
    • Join weekly founder calls to share progress, exchange strategies, and receive live feedback on ideas.
    • Hire developers iteratively for specific tasks, starting short-term to test fit before long-term commitments.

    FACTS

    • The speaker's app PuffCount reached $44,000 monthly revenue before being sold.
    • Posted, his current SaaS, earned $80,000 in four weeks and approaches $800,000 total lifetime.
    • 99 Designs contests can yield 25-80 submissions, with payment only for the selected winner at around $749 for two pages.
    • Builder.io's Figma plugin enables code generation from designs, completing an MVP in about one hour.
    • Eastern Europe provides top development talent at competitive rates, ideal for cost-effective hires.
    • Apify offers pre-built scrapers for platforms like TikTok and Instagram, facilitating rapid data collection.

    REFERENCES

    • Superwall: Website showcasing top-performing paywalls from companies.
    • ScreensDesign.com: Platform displaying exemplary app onboarding screens.
    • 99 Designs: Service for running UI design contests with global designers.
    • Figma: Tool for editing and importing designs, including auto-layout features.
    • Builder.io: Visual platform for converting Figma to code and building responsive web apps.
    • Apify: Marketplace for pre-built scrapers to automate data collection from social platforms.
    • Sensor Tower: Analytics tool for identifying top apps by category and charts.
    • Upwork: Freelance platform for hiring full-stack developers.
    • GitHub: Repository for saving and sharing codebases with developers.
    • Facebook Ads Library and TikTok Ads Library: Public sources for scraping ad content.
    • Posted: The speaker's main SaaS product for content posting.
    • PuffCount: Speaker's previous mobile app focused on tracking.

    HOW TO APPLY

    • Idea and Research Phase: Identify a personal pain point, like lacking centralized viral ad access, then validate by checking similar tools and compile a brain dump document outlining features, inspirations, and goals.
    • Design Phase: Launch a contest on 99 Designs with your brain dump as the brief, specifying key screens like homepage and details page, to receive multiple UI proposals and select the winner after feedback rounds.
    • MVP Building with AI: Import the winning Figma design into Builder.io piece by piece, using the plugin to generate code, then visually edit elements for responsiveness and basic functionality like buttons and filters.
    • Offload Complexities: Hire a developer on Upwork for backend tasks, providing a brief on requirements like database integration and API connections, aiming for a short-term contract at $1,000 for high-quality work.
    • Data Population and Launch: Use Apify scrapers to collect videos from sources like TikTok and Facebook, informed by Sensor Tower's top app lists, then integrate into the database and deploy the site for testing and iteration.

    ONE-SENTENCE TAKEAWAY

    Build SaaS apps solving personal problems using no-code tools and targeted hires for rapid, profitable launches.

    RECOMMENDATIONS

    • Start with personal problems to ensure authentic demand and easier validation before investing time.
    • Run design contests on platforms like 99 Designs to access diverse, professional UIs cost-effectively.
    • Leverage visual builders like Builder.io to prototype MVPs quickly without coding expertise.
    • Hire specialized developers only for backend needs to maintain control and cut unnecessary expenses.
    • Use data scraping tools ethically to populate apps with real content, enhancing immediate value.
    • Integrate lead magnets into free tools to drive traffic to your premium SaaS products.
    • Join founder communities for ongoing feedback to refine ideas and avoid common pitfalls.
    • Focus initial scopes on core screens and features to launch faster and iterate based on user input.
    • Analyze competitor virality through centralized libraries to inform your own marketing strategies.

    MEMO

    In the fast-evolving world of software entrepreneurship, Steven Cravotta has mastered the art of turning fleeting ideas into revenue-generating machines. With a track record that includes scaling his mobile app PuffCount to $44,000 monthly before a lucrative sale and propelling his SaaS Posted to nearly $800,000 in total earnings, Cravotta embodies the promise of digital real estate. "Software is literally digital real estate that generates money while you sleep," he says, underscoring why SaaS remains the gold standard for passive income. In a candid video tutorial, he builds the Viral Ad Library—a centralized hub for marketers to browse competitors' viral videos—from scratch, live and without writing a single line of code, revealing a blueprint that could unlock $80,000 monthly for aspiring builders.

    The process begins with introspection: Cravotta urges creators to mine their daily frustrations for product gold. For him, the absence of a one-stop shop for viral ads from apps like fitness trackers and cosmetic analyzers was a persistent headache. Drawing inspiration from niche sites like Superwall's paywall gallery and ScreensDesign's onboarding showcase, he envisions a similar repository but for short-form video ads. A quick brain dump document captures the vision: filters for platforms like TikTok and Instagram, search functionality, video details pages, and user saves—all designed as a lead magnet funneling traffic to Posted. Market validation comes intuitively; as a business owner, Cravotta knows fellow entrepreneurs crave this edge in a crowded digital landscape.

    Design kicks off with efficiency. Cravotta launches a contest on 99 Designs, uploading his brief for two key screens: the homepage and a video details page. For $749, he receives 28 polished submissions from global talents, whittling them down via polls and feedback. The winner, a clean blue-hued interface by "Futuristic Bug," gets imported into Figma for tweaks—swapping filters from "newest" to "revenue"—proving even non-designers can iterate swiftly. This crowdsourced approach, he argues, trumps solo hires: "You get 28 different designs for this one price," yielding not just a UI but fresh presentation ideas to refine the product.

    Transitioning to development, Cravotta harnesses Builder.io's Figma plugin to "vibe code" the MVP. Breaking the design into chunks—a header here, a search bar there—avoids import glitches, yielding a responsive prototype in under an hour. Filters sort by ad type or metrics like views; clicks reveal details with calls-to-action linking to Posted. Yet, he candidly notes limitations: databases and AI video analysis demand expertise. Enter Upwork: a $1,000 gig for an Eastern European full-stack developer bolts on React backend, Firebase storage, and secure architecture, ensuring scalability without data leaks.

    Data breathes life into the app. Using Apify's pre-built scrapers, Cravotta pulls videos from Facebook's and TikTok's ad libraries, guided by Sensor Tower's top charts across categories like health and gaming. The result? A sprawling database of ads from apps like Yuka and Angry Birds, ripe for analysis. With the site live at viraladlibrary.com—free for now, paywall pending—Cravotta teases part two: marketing to monetize. His journey demystifies SaaS creation, proving that with smart tools and targeted hires, anyone can claim a slice of the digital gold rush, fostering not just apps, but true financial liberation.