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.
IC: Academic Research
Preprints and peer-reviewed research offering untapped commercial applications.
The $129 Shelf: GLP-1's Missing Medicine Cabinet
Ten million Americans store Ozempic and Zepbound pens next to the milk. Pharma made the drug, Whirlpool made the fridge, and nobody designed the six inches in between.
The Hotel Data Cleanup: $52K MRR from 150 Boutique Properties
Radisson hired Accenture to clean its property data before launching inside ChatGPT. Independent hotels face the same broken rooms, fees, and policy records with no consultant coming.
The Flare File: A $39-a-Year Journal for Long COVID
Long COVID clinics are closing, the FDA just widened its general wellness lane, and 250,000 patients already pay for condition-specific software. A solo founder can ship in six weeks.
The $5,000 JPEG: Real Estate's New Disclosure Compliance Market
New York City moved to require AI-alteration disclosure on rental listings. California's AB 723 already does. Brokerages have no system of record for listing photo provenance.
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 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 Densifying Shelf: A $14,500/Month Shampoo Brand on TikTok Shop
Dove, Redken, and Oribe are all racing to own the word densifying. Fourteen launches hit in April alone. The postpartum customer is still unclaimed on TikTok Shop.
TikTok's Human Mandate Created a $2B Live-Host Scramble
TikTok Shop now requires a live human on every shopping stream, and account health scores punish failure. Millions of live hours suddenly need staffing nobody has built.
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.
The Shadow Audit: AI's $1,500 Trust Wedge for HVAC Shops
A fixed-price shadow audit shows HVAC and plumbing owners the after-hours calls they already lost, turning AI skeptics into paying customers before any robot touches the phone.
The 863-Application Problem in Reverse Recruiting
The leading reverse-recruiting firm's own numbers show 863 applications per placement, right as new research halves what each application is worth. That gap is the opening.
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 MTurk Exodus: $1,500 Migrations, $199 Monthly Retainers
Amazon is closing Mechanical Turk to new customers on July 30, sending research labs scrambling to Prolific and CloudResearch Connect without losing a decade of study logic and quality controls.
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 Provenance Content Machine: $360K ARR Behind a Viral Photo
A viral AI farmer photo hid a real business: turning one producer interview into shelf-ready provenance content for grocers, co-ops, and distributors, worth $360K ARR at scale.
The $45K/Month Ritual Gap Astrology Apps Left Open
Astrology and tarot now rank among the ten most popular consumer AI uses. CHANI clears $405K/month, Nebula $516K. The conversational, journaling-first lane is still open.
Career-Readiness as a Service for the AI-Era Graduate
The entry-level job hasn't vanished — it's been respecced. AI is compressing the training-wheel tasks, employers want graduates who arrive ready, and 4.6 million students a year can't land an internship. The experience factory closes that gap.
Convenience Store Merchandising Micro-SaaS ($79/Month)
A May 2026 paper on shopper simulation reveals a gap no planogram vendor will touch: 95,000 independent convenience stores running on gut instinct and supplier suggestions.
The Sleep Tracker Backlash: A $600K Business in the Orthosomnia Gap
Half the country now tracks sleep. A growing subset is sleeping worse because of it. Orthosomnia is peer-reviewed, measurable, and completely unserved by every product in the sleep category. ---
The GLP-1 Complaint Feed ($38K MRR)
Millions of GLP-1 patients flood Reddit with unsolved problems. A social-signal intelligence product turns those complaint threads into product briefs — and a $38K MRR business with fewer than 80 customers.
Calm Kennel Protocol: The $10K MRR Pet Boarding Add-On
Pet boarding software handles reservations, payments, and report cards — but ignores the room itself. A thin calm-care workflow for dog daycare and boarding facilities could be worth $10K MRR.
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.