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 & Data
AI & Data tracks where intelligence meets infrastructure. From large language models to automation tools and data pipelines, every opportunity here emerges from a shift in how humans and machines collaborate.
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 Invisible Caller: AI Mystery Shoppers for Dental Groups ($30K MRR)
Multi-location dental groups track every ad dollar but can't measure how each office handles the calls those ads generate. An AI mystery shopper tests every location and scores the gap.
The Faceless Video Studio: $22,500 MRR From True Crime's Backlog
True crime podcasts sit on 13,000 backlogged archives while discovery migrates to video. A faceless production studio turns narrator audio into TikTok, Reels, and Shorts without ever showing a face.
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.
Jobber's AI Receptionist Has an Installation Problem ($2,500 to Fix It)
Home service contractors are buying AI receptionist software and never configuring it. One founder, no platform to build, can charge $2,250 per install and $249/month to keep it running.
The AI Reality-Show Studio: $5K–$20K/Month from Fictional Casts
Fruit Love Island hit 300 million views with rough AI animation and a cast of fruit. The real opportunity is using AI video as a rapid-testing engine to find fictional characters audiences won't stop arguing about. ---
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.
The AI Slop Cleanup Crew ($12K MRR)
AI made it cheap to publish — now companies are buried in content that sounds generic. The cleanup market is forming, and a fixed-price remediation service is the right offer. ---
The Artist Identity Firewall: $46K MRR Inside the AI Music Spam War
Spotify just launched Artist Profile Protection. Deezer is drowning in 75,000 AI-generated uploads a day. The indie musician still has no cross-platform watchdog — and that gap is the opportunity.
Competitor Complaint Monitoring for Founder-Led SaaS
Founder-led B2B SaaS companies are losing deals because competitor complaints on Reddit and Hacker News go unread. A focused complaint inbox catches buying signals before they go cold.
The $15K App That Turns "Just Browsing" Into a Closing Game
Shopify stores bleed 70% of carts to hesitation, not price. A negotiation app that turns hesitation into a margin-controlled closing game — and willingness-to-pay data into a moat. ---
The One-Star Review Wall: $14K/Month Framing Local Business's Worst Days
Restaurants, bars, and gyms get one-star reviews every day. The funniest ones are brand assets — and a solo operator can turn them into framed posters and merch kits at $14K/month. ---
The Local AI Switchboard: Stop Renting Cloud Intelligence for $49/Year
Every new laptop ships with a capable AI chip that sits idle while cloud subscriptions keep running. Here's the switchboard nobody built yet — and a clear path to $1M+ ARR.
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.
Boutique Hotels' AI Visibility Agency: $27K MRR
Independent hotels are invisible to ChatGPT, Gemini, and Perplexity — and they don't know it. A productized agency that audits, fixes, and monitors AI recommendation visibility reaches $27K MRR at 50 properties.
Fixed-Price AI Batch Work for Agencies That Won't Touch a GPU
Google's new Colab CLI turns GPU runtimes into programmable workers — and exposes a quiet $5K–$15K/month service business clearing ecommerce catalog backlogs agencies won't touch themselves.
The Patent Graveyard Scout: $38K/Month from Expired IP
The U.S. patent system is a graveyard of consumer inventions that never reached shelves. An AI-powered scout that mines expired patents and cross-references Amazon demand is a real, buildable business.
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.
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.
The Creator Upgrade Layer: Turning PDFs Into $5K MRR Mini-Apps
Creators already sell PDFs, worksheets, and guides. A zero-code mini-app layer — calculators, trackers, quizzes, upsell flows — turns those static files into recurring-revenue software without replacing any existing platform.
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.