The Dirty-Data Tollbooth in USDA's AI Crop Push
USDA is funding AI tools for crop discovery. The breeding data those models need sits in incompatible files, and an April 7 rule change erased the grace period.
Long Game
High-commitment ventures that demand time, expertise, and resources. These are complex products, regulated markets, or infrastructure plays built for founders chasing defensible, lasting impact—not quick flips.
The Recipe Clean Room: Licensed Food Data at $16K MRR
AI meal planners need clean recipe JSON. Publishers are blocking crawlers. The money sits in governed ingestion: provenance, licensing rules, and field-level confidence for content customers already own.
The Electric Bill Autopsy: A $36K MRR Micro-SaaS
U.S. households will spend $792 on electricity this summer and can't tell why. Bill parsing, Price-to-Compare data, and rate-case alerts make a $29-a-year forensic product.
The Roofing Quote Layer: $39K MRR Bolted Onto Someone Else's Website
Roofing is a $92.5 billion market split across 109,000 contractors, and almost none will show a homeowner a price before a salesperson calls. Private equity is buying anyway.
Housecall Pro Skipped Septic. That's a $96K MRR Opening
Housecall Pro just verticalized into HVAC, plumbing, and electrical. Septic pumping got skipped, leaving 7,717 operators with three-to-five-year service cycles and no software built for the paperwork.
Kalshi's $178 Billion Gold Rush Needs a Bookkeeper
Kalshi's $178 billion in volume minted millions of new prediction market traders. The exchange shows a balance; nobody turns fills, fees, and cost basis into records a CPA will sign.
Okara Sells an AI CMO for $99. Charge Lawyers $499.
Okara runs AI marketing for 120,000 businesses at $99 a month. Small law firms can't use it. Bar filing rules, disclosures, and attorney approval turn that gap into $499 software.
The Creator Bundle: 20 Niche Influencers, One Invoice ($60K Campaigns)
U.S. creator ad spend hits $44 billion in 2026, yet a third of buyers still can't find the right creators. The fragmented middle is a packaging problem.
The Ed-Tech Exit Desk: A $500K K-12 Cleanup Practice
U.S. school districts keep access to roughly 3,001 ed-tech tools while staff meaningfully use four. The ESSER cliff turned that sediment into a budget problem someone gets paid to fix.
The USPTO's Foreign-Filer Scramble: 53,000 Practitioners, Zero Matchmaking
A new USPTO rule forces foreign-domiciled patent filers to hire registered U.S. practitioners. The agency is barred from recommending one, and its 53,000-name register is not a matching layer.
Utah Made the Follower Graph Portable. The Business Is Hiding in the ZIP File.
Utah's new portability law hands creators their own follower graph for the first time, and the real business is backup, normalization, and cross-platform overlap the platforms never offered.
California's Allergen Law Just Handed You a Prospect List
California's SB 68 covers chains with 20+ locations nationwide and one California store, and most have no idea they're on the hook. The compliance play scales to $600K ARR.
The $3M Sensory Kit Business Hiding Inside the Squishy Boom
Schylling can't keep NeeDoh in stock, but schools and clinics need something no toy brand sells: documented, procurement-ready sensory kits with cleaning protocols and annual refresh contracts.
What Did Your Firm Rely On at the Time?
Federal datasets don't vanish, they go unreachable, and NOAA Atlas 15's 2027 rollout will force every sealed flood design to prove what the government said at the time.
They Ship 50 Apps a Year and Have No Ad-Sales Department
Prolific app creators are shipping dozens of tiny apps and building real attention. Nobody has built the sales layer that turns that attention into brand sponsorship revenue.
Koah and Velocity's $47 Million Blind Spot
A monetization SDK puts one labelled sponsor line beneath AI responses in Chrome extensions the funded ad networks can't be bothered to serve, using intent tags instead of raw prompts.
The Nonna Residency: $432K a Year From Restaurants' Dead Nights
Grandmacore is trending, but restaurants can't manufacture provenance. A heritage cook-in-residence model turns family recipes and elder cooks into three-night dining residencies for restaurants' dead nights.
The Tariff Margin Firewall: $35K MRR Inside Etsy's New Rule
With de minimis gone and Etsy requiring Delivered Duty Paid shipping, non-U.S. micro-sellers face a daily tariff-pricing problem, and a real opening for a margin SaaS.
The $189 Window Box Cats Can't Stop Staring Through
Purrgola, VistaGato, and GDLF already sell window catios to renters, but none have solved the install problem. A safety-first, no-drill design could own the category.
The 50-Seat Wedding: A $140K Business Hiding Inside Micro-Weddings
Couples are ditching 150-guest banquets for 50-seat dinners with budgets above $50,000. A production studio can own that gap in any luxury metro.
The Black Sesame Ritual: A $1M-to-$5M Café-to-Home Play
Black sesame search demand is up 147% and cafés like Nana's Green Tea are training buyers at seven dollars a cup. No brand owns the at-home ritual yet.
The AI Catalog Mechanic: $55K MRR Fixing Shopify's Product Data
Shopify pushed five million merchants into ChatGPT and Google shopping feeds. Most have messy product data. The catalog-repair tool that fixes it for AI agents is still wide open.
AI-Use Reconciliation: A $700K ARR Ledger for Therapists
Clients already use ChatGPT and Character.AI between therapy sessions. A HIPAA-conscious workflow tool helps therapists document that use before regulators and EHR vendors standardize it.
The Shopify Pet Ad Collective: $48K a Month at Scale
Independent Shopify pet stores sit on retail-media-grade traffic no giant will bother to package. A brokerage model turns fifty of them into one network brands can actually buy.