The Claim-Testing Layer: $20K–$40K MRR From DTC Reviews
A Cornell method for isolating one language dimension at a time, cheap Prolific and PickFu panels, and Shopify brands running $300K Meta budgets off confounded headline tests.
IC: Consumer Signals
Shifts in search trends, traffic, and demand that highlight rising consumer intent.
Clip-to-Funnel: The $26K/Month Agency Hiding Inside Short-Form Video
OpusClip and Descript made content repurposing a $15-a-month commodity. The creator-economy money sits in running that machine backwards: viral clips, comment signals, and owned email funnels sold at ghostwriting-agency rates.
The Smart-Glasses Bouncer: $129 a Month to Police Ray-Ban Meta
Meta sold 7 million camera glasses in 2025. Courts, nightclubs, and casinos are banning them with no way to check. That enforcement gap is a subscription business.
The Launch Verdict: $75K MRR Hiding Inside TikTok Shop Research
Kalodata and FastMoss show what's selling on TikTok Shop. Deciding whether to spend money launching a product still eats an afternoon. A Chrome side panel could own that decision.
The $56 Matcha Latte You Spray On
Matcha beat pumpkin spice in Google's 2026 latte map, and Tatcha, Phlur, and Zara own the obvious shelf. The opening is a fragrance play that costs under $2,000 to test.
The $17.99 Submarine Game With No 3D Submarine
Silent Shark hit 98% positive on Steam, built solo in six months with Codex. The edge was what its developer cut. Every bloated simulator genre hides a loop like it.
The Ghost Paywall Lab: $50K MRR From Newsletter Experiments
Ghost hands paid newsletters every paywall knob and no way to test which one makes money. Substack's 10% fee keeps sending publishers over, blind to what their paywall costs them.
The $240 Printer That Turns Coffee Cups Into Media
Dutch Bros sells out monthly stickers in two hours. Heytea made the cup media. A Square-connected label printer lets independent coffee and boba shops run the same play.
TikTok Shop's AI-Host Ban Is a $20K MRR Wedge
TikTok Shop now bans AI hosts on promotional LIVEs while U.S. livestream retail heads for $19.8B in 2026. The AI economics agencies want have to move backstage.
The Fit Passport: Shopify Sizing That Asks Instead of Tracks
Apparel returns run 24% and fit is the top reason, yet fewer than 1% of Shopify stores run a sizing app. Zero-party fit data is the opening.
The $8.66 Quart of Dirt: A $20K/Month Houseplant Brand
Horticultural pumice costs $1.20 a quart by the cubic foot and $8.66 in hobbyist bags. Branded aroid mix holds at $5. The spread belongs to whoever owns the repotting decision.
The Split-Pay Reversal: A $1.5M ARR Wedge in Group Bookings
New Journal of Consumer Research findings suggest groups are happier when one person pays and everyone settles up afterward. Every tours and activities booking platform is engineering that away.
The Restaurant Table That Remembers, Sold as a $495 Event
Restaurant tech files everything about the guest and nothing about the night. An NFC table object flips the direction, and the first sale is an occasion, not a subscription.
The Open-Together Offer: Shopify's Mystery-Box Blind Spot
Pop Mart proved shoppers pay for sealed mystery boxes. New research shows they pay more when a friend opens one too, and no Shopify app tests it.
The Trust Handoff: Proof for AI Shopping Picks ($12K MRR)
Half of U.S. shoppers now verify AI product recommendations on Reddit before buying. Fakespot and GigaBrain died chasing that moment. The verification step is still unowned.
Stripe, GitHub, AWS: The $599 Handoff Layer for Solo Founders
Nearly four million U.S. solo businesses clear six figures with zero operational redundancy. A $199 to $599 continuity kit turns founder dependency into recurring revenue and exit readiness.
The Pre-Payment Check: Rental Scam Verification at $20K MRR
TikTok rental listings look real because the houses are. Sixty-eight percent fail a public-records check, and nobody sells rental scam verification to the renter about to wire the deposit.
Fourteen Years of Diary Entries, Searchable With Wi-Fi Off
Day One and Apple already commoditized the private AI journal. The unclaimed layer sits underneath: a local, citation-backed reader for the Obsidian vaults and diary archives people already keep.
The $349 Answer to $99-a-Month Elder Care Monitoring
Cactus Compute's Needle 2 runs a 45-million-parameter agent on a $45 Raspberry Pi. Camera-free elder care monitoring stops needing the cloud, and stops needing a $99 monthly subscription.
The Buy-Box Network: Charlotte's $40K MRR Land Play
Parcel data is commoditized. Nobody sells what homebuilders are actually buying this quarter, verified by phone and timestamped. A Charlotte-only network of builder buy-boxes runs $6K to $40K MRR.
The $0.65 Postcard That Opens a $1,500 Sale to Roofers
AI collapsed the cost of a custom web page while roofing leads climbed past $235. Direct mail is the underpriced channel sitting between them.
The Cashback Handcuff Keeping Plant Sellers on Palmstreet
Whatnot is worth $20 billion and a16z-backed Palmstreet pays top plant sellers cashback not to go live elsewhere. Exclusivity clauses mark where a customer relationship is turning portable.
The 1099 Migration Audit: $171K in One Filing Season
The IRS retires FIRE on November 19, forcing every 1099 workflow onto IRIS by January. The gap isn't filing software. It's knowing whose data survives the switch.
Shared Late-Night Delivery for the 30% Commission Refugees
Starship pulls 1,200 robots off 60-plus campuses after this school year. Five restaurants, twelve blocks, one e-bike fleet, and the late-night shift stops costing 30%.