The $79 Crash-Test Dummy for SaaS Signup Flows
Synthetic-user startups sell predictions that research keeps disproving. The narrower play: browser agents that crash-test a SaaS signup flow before launch and return reproducible defects, not opinions.
Capital Movement
Business opportunities shaped by funding trends, grants, and venture activity. Tracks where money flows next—AI infrastructure, sustainability, biotech—and how it signals emerging markets.
Austin's Messy Permit Data Is Worth $10K a Month
Building permit records sit behind 91,438 local governments in incompatible formats. Shovels raised $6.5 million normalizing them nationally. One metro, ten jurisdictions, and provenance is the opening left.
The $55K MRR Kill Switch in Front of OpenAI
Flat-rate AI products pay variable inference bills with no ceiling. OpenAI softened its own spend cap, Portkey gates budgets to Enterprise, and LiteLLM's enforcement has open bugs.
The Bid Radar: $60K MRR in Data Center Prequalification
Data center construction is pulling trillions through electrical and mechanical trades, but most regional contractors lose the package before pricing ever starts. The gate isn't price. It's prequalification paperwork.
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.
The Permission Layer: $375K ARR Hiding Inside Youth Sports Video
The NBA turned creators into official distribution. Youth sports operators own the footage and the sponsor money, with no system for releasing clips to creators safely.
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.
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.
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.
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.
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 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.
The Local Capsule Route: $5,200 MRR From Ten Machines
Bandai and Pop Mart trained America to pay for capsule toys, but the real retail gap is venue-exclusive local collectibles nobody else can sell.
The 570-Hour Estate Job Nobody's Productized Yet
The U.S. has no equivalent to the UK's Settld. A state-focused aftercare portal for independent funeral homes and estate attorneys could reach $10–20K MRR with 20 pilot locations.
Padel's Zoning Problem ($30K MRR in the Swamp)
America's padel boom is creating a zoning and noise-risk problem nobody has productized. The play is a site-intelligence service that tells racket-sports developers which parcels can actually get approved — before the lease.
SendCutSend's $110M Problem (That No One Is Solving)
SendCutSend just raised $110M at a $1B valuation — and still loses orders to bad DXF files. The gap between a maker's sketch and a manufacturable part is a software business.
FieldReady: A $30K MRR SaaS Hiding Inside Youth Soccer's Worst Problem
Youth sports complexes manage a $40B market on clipboards and group texts. One QR-code inspection tool can replace the chaos — and build a defensible vertical SaaS in the process.
Creator-Owned Group Travel Storefronts ($249/Month SaaS)
Creators with loyal audiences are already validating group trips manually. WeRoad cleared €130M in revenue. TrovaTrip hosts 33,000 travelers. The missing layer is a white-label storefront the creator actually owns.
Sauna Wars' Missing Software Layer ($3.6M ARR)
Social bathhouses are raising tens of millions and opening fast. The booking software exists. The live operations layer — multi-zone capacity, thermal flow, session choreography — doesn't.
The Edge Colocation Brokerage: $20K MRR from AI Infrastructure Nobody Can Find
AI inference is pushing compute out of hyperscale data centers and into warehouses, factories, and metro edges — but no one has organized the supply side for small, location-specific deployments.
Dataset Scouts: Rights-Clean Physical AI Video ($25K–$100K Per License)
AI labs are paying real money for physical-world footage that can't be scraped. A specialist bureau producing rights-clean tradesperson POV video for robotics teams is a defensible, service-first business with a clear path to licensed datasets.
The $40K MRR Bid Desk: AI RFP Prep for Small Local Contractors
The SLED market is $1.5 trillion in annual procurement. Small contractors can do the work — they just can't decode a 47-page RFP before the deadline kills the opportunity.
Vertical Back-Office Agents: COI Tracking, Warranty Triage ($25K MRR)
Champ AI just raised $8.5M to automate back-office workflows. The smarter play is narrower: one vertical, one queue, one measurable SLA — and a $25K MRR floor.