The $500K Authorship Packet: Google Docs Insurance for the AI Cheating Era
Princeton ended 133 years of honor code. A Palo Alto family filed a 1,162-page federal lawsuit. The wedge isn't detection — it's the standardized dispute packet.
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.
The AI Readiness Janitor: $30K MRR Before the AI Vendor Arrives
Mid-market companies are buying AI tools their data can't support. The gap between AI curiosity and AI-ready data is a productized consulting business with real recurring revenue.
Peacock Has 4.2M Installs. The Terminal Half Is Still Wide Open.
Developers lose 23 minutes per context switch. A macOS menu-bar utility that gives every Git repo persistent visual identity across VS Code and iTerm2 could turn that invisible tax into $98K ARR.
AI Fan Cam: The $15K MRR Minor League Activation
AI fan-cam videos went No. 1 on the App Store in 42 countries. The real opportunity isn't the meme — it's the sponsored local sports activation hiding inside it.
Grammarly for 1099 Communications ($80K MRR)
Contractor-heavy local businesses create worker misclassification evidence in everyday dispatcher texts. A real-time compliance monitoring tool catches those signals before they surface in court.
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.
Claude for Small Business Left a Gap — Here's Who Fills It
Anthropic just trained Main Street to expect AI workflows. Someone still has to install them. The wedge is vertical onboarding-as-a-service for one SMB category — med spas, HVAC, or boutique services.
ADA Evidence SaaS for Agencies ($7K–$30K MRR, Solo-Buildable)
Web accessibility lawsuits topped 5,000 in 2025, and state cure-period laws are shifting the job from "avoid litigation" to "document the fix." No one built the response workflow for SMBs.
The Comment-to-Offer Tool: Micro-SaaS for the Monetization Gap
Creators on Substack, Patreon, and TikTok sit on thousands of product requests they never act on. The missing layer is upstream of every storefront — and it's wide open.
The Hyperlocal Offer Engine: POS-Agnostic, $149–$399/Month
Local SMBs lose revenue every slow Tuesday afternoon. A POS-agnostic offer engine that reads sales, weather, and daypart signals can turn dead hours into same-day campaigns automatically.
AI Authenticity Survival Kit: $4-8K MRR Inside the False-Positive Panic
Students and workers are using AI constantly while living under erratic detection, unclear policies, and a 2-5% false-positive rate — and nobody has built the calm, responsible field guide they'll actually pay for. ---
ChatGPT's Context Hints: $15K MRR Inside the New Ad Primitive
OpenAI's self-serve ChatGPT Ads Manager launched May 5, 2026 with CPC bidding and a new targeting primitive — context hints — that most advertisers don't know how to write yet.
Private AI Employee ($300–$1,500/Month) for Professional-Services Firms
Legal AI hit 79% adoption but only 14% of SMBs integrated it into operations. The gap between open tab and live workflow is the entire business opportunity.
Reorder Radar: The $99 Shopify App for the 53% Stockout Problem
Shopify's GraphQL migration opened a gap in the $49–$99 micro-brand tier. 53% of Shopify products stock out, and the credible incumbent just priced itself out of the space.
Municipal Zoning Intelligence ($50K MRR)
Cities publish zoning and permit rules, but the data is buried in PDFs, GIS maps, and outdated portals. A structured API turns that mess into machine-readable feasibility answers for proptech, lenders, and AI agents.
Receipts Mode: The $79K ARR Media-Literacy Kit for TikTok Teachers
57% of U.S. teens get news from TikTok daily. Teachers have no modern toolkit. Receipts Mode turns creator clips into structured classroom worksheets — and $79K ARR is the floor.
The $50K MRR Dental Note Layer
AI dental scribes are going upmarket. The 178,000 independent practices using Dentrix, Eaglesoft, and Open Dental are the open lane — and a $499/month documentation layer is the wedge.
The AI Nostalgia Portrait Shop ($134K Revenue Ceiling)
The "younger self" AI portrait trend is already viral. The business is packaging that raw emotion into a Father's Day gift product before the moment passes — framed prints, $24B market.
Ray-Ban Meta: Accessories Play
Ray-Ban Meta shipped 7 million AI glasses in 2025. The accessory brand built around that hardware — skins, clips, privacy kits, bundles — doesn't exist yet.
The Regulars Engine: $149/Month to Own Local Repeat Commerce
Regular customers drive 6x more revenue for local merchants — and no one has built the AI layer that lets them just say "usual." Here's the wedge.
The Empty Chair Copilot: $44K MRR in Missed Salon Appointments
Hair salons lose $2,500–$5,000 a month to no-shows and late cancellations. Booking platforms log the damage. No one texts the owner before the slot disappears.
The Ad Factory: $10K MRR Hiding Inside Shopify's Creative Fatigue Problem
SeeDance 2.0 just made product-photo-to-video production fast and cheap. Small Shopify brands still can't maintain creative velocity. That gap is the business.
Government Contract Discovery for Small Web and IT Agencies
Local governments issue 500,000+ RFPs a year, but small agencies never see them. A niche micro-SaaS for sub-$50K municipal digital contracts — website redesigns, records digitization, ADA remediation — sits wide open.