Pay-per-use deep research
Sell a pay-per-use deep-research service that delivers bespoke reports on demand to professionals and SMBs.
The idea, in plain language
Sell a pay-per-use deep-research service that delivers bespoke reports on demand to professionals and SMBs. The videos frame it as one of several AI-wrapper / productised-consulting plays (AI assessments, Cloudflare pay-per-crawl, software-factory workflow, POD/Etsy automation, sub-niche SaaS, mobile-app daily-habit apps) rather than as a standalone business. Customers are SMB owners, content creators and indie founders; the friend-paid-$1,000-for-AI-help origin story is the canonical entry, and pricing shifts from flat audits toward per-task / per-report outcomes.
Where the sources agree
- Wrap a manual expert workflow with AI and bill per task - Sam Thompson's pay-as-you-go deep research, Corey Ganim's AI audit, Cloudflare's pay-per-crawl, Greg's per-task SaaS pricing all share that shape.
- The implementation/upsell is where the real money lives - Corey Ganim is explicit that the audit is the door-opener and the implementation retainer is the business.
- Sub-niche beats horizontal - Sam Thompson's dead-simple ChatGPT clone, Greg's sub-niche SaaS playbook, Lindy's vertical agents on String all argue the same point.
- Evidence-based shipping wins: Ras's software factory requires before/after evidence (video, screenshot, test diff) and Greptile scores before a PR can ship.
Where they differ
- Koerner presents it as a local one-person service (Cody's POD automation, Corey's voice-agent intake + Claude report, Sam Thompson's panic office-hours tactic), while Isenberg frames it as infrastructure (Cloudflare x402, agent-readiness audits) or a software-factory workflow (Ras's worktree-per-feature loop).
- Pricing models diverge: Corey charges $1,000 flat per audit with retainer upsell, Sam Thompson suggests pay-as-you-go per report, Greg proposes outcome-based pricing, and the iOS-app video pitches $7-40/month subscriptions with a 7-day free trial.
- MFM and Koerner's non-AI episodes are mostly distractions - Nathan's $4K/month trailer rental and Tim's $2,600/week RC-construction trailer prove the same 'small automated business' thesis but with no AI in the loop.
- Capital intensity varies from $0 (Cody Schneider's POD automation) to funded infrastructure (Cloudflare's x402 rail), with the indie-builder angle (Ras, Greg, Cody) consistently cheaper than the platform angle (Cloudflare, Lindy).
What each source says
KoernerForget Dropshipping. This Side Hustle Is 10x Easier (and Smarter)
Cody Schneider's automated print-on-demand workflow supports combining Everbee-style trend research, AI image generation, and N8N listing automation, then offering merch automation to creators or community organizations through Fourthwall-style fulfillment.
Watch on YouTubeKoernerThe Easiest Way to Actually Make Money With AI
Corey Ganim's AI assessment service supports a fixed-price AI audit offer that uses a voice agent for intake and an automated Claude-generated report, with implementation as the upsell.
Watch on YouTubeIsenbergBuilding a Software Factory that actually works (Full Course)
Ras Mic's software-factory workflow suggests using worktree-per-feature development, before-and-after evidence, screenshots or test diffs, and a Greptile score so each coder ticket ships with proof.
Watch on YouTubeIsenbergCloudflare will make 1000+ AI millionaires
Cloudflare's agent-stack episode supports an agent-readiness audit service for SMB clients, with monetization tied to public data, pay-per-crawl, and agent-facing web resources.
Watch on YouTubeKoernerWhy You’re Overthinking Your First Product (Do This Instead)
Sam Thompson's test loop supports using print-on-demand plus cheap Facebook ads to validate new designs quickly, then packaging a niche AI wrapper as a paid tool.
Watch on YouTubeIsenbergSaaS is minting millionaires again (here's how)
Greg's AI-native SaaS playbook supports moving a booking or service workflow toward per-task pricing, such as charging per booked appointment or message, alongside an organic YouTube content flywheel.
Watch on YouTubeIsenbergMaking $100K/month with iOS apps (BREAKDOWN)
Greg's mobile-app blueprint suggests applying the 60-second-first-win and Reddit-validation playbook to a booking-conversation-first mobile workflow, rather than starting with a broad new app.
Watch on YouTubeKoernerHow to Piggyback Your Way to $1M+ Business
Video covers How to Piggyback Your Way to $1M+ Business.
Watch on YouTubeKoernerThe Simple One-Man Side Hustle That Runs Itself
Video covers The Simple One-Man Side Hustle That Runs Itself.
Watch on YouTubeKoernerHe Watched This Channel and Started a $2,600/Week Side Hustle
Video covers He Watched This Channel and Started a $2,600/Week Side Hustle.
Watch on YouTubeside-hustle-school#2690 - First $1,000: Ancestral Detective Uncovers Hidden Heritages
A genealogical detective turned family-history research into a paid side business, piecing together clients' hidden heritages for a fee. The episode covers how she found clients, priced her research, and reached her first $1,000.
Listen on Side Hustle SchoolTools people use for this
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