Research in progress

Find businesses
worth automating.

AutoStack researches AI-automatible business opportunities and scores them by startup cost, real profit margins, and the exact tool stack needed to run them. No affiliate links. No surface-level lists.

Sample opportunity
#1 Lead Gen Agency
AI-Powered Local Lead Gen Agency
Startup Cost $500 – $2,000
Margin 65–80%
Time to first $ 4–8 weeks
n8n Clay OpenAI Stripe
#2 Vertical SaaS
AI Content Automation for Fitness Coaches
Startup Cost $1,000 – $5,000
Margin 75–90%
#3 Automation Service
AI Workflow Build Agency
Startup Cost $0 – $500
Margin 80–90%

How it works

Three layers. Every opportunity.

No vague "business ideas." Each entry is scored across three dimensions so you can compare apples to apples and pick the right opportunity for your skills and budget.

01

The Business Model

What you're actually selling. Who pays. How recurring the revenue is. Why it's automatable now and wasn't 3 years ago.

02

The Economics

Real startup cost range — not aspirational. Real profit margins from people who actually ran these businesses. Honest time-to-first-dollar.

03

The Tool Stack

The exact workflow automation tool, AI model, hosting, and payment setup needed to run this business. No guesswork.

What's inside

Every business. Ranked and scored.

Opportunity Startup Cost Margin Time to $1 Tools
#1 AI Lead Gen Agency
$500 – $2K 65–80% 4–8 wks n8n · Clay · OpenAI
#2 AI Content Agency for Fitness Coaches
$1K – $5K 75–90% 6–10 wks Make · Claude · Shopify
#3 AI Workflow Build Agency
$0 – $500 80–90% 2–4 wks n8n · Zapier · ActivePieces
#4 AI SaaS for HVAC Field Service
$3K – $15K 70–85% 12–20 wks Next.js · Supabase · Stripe
#5 Automated Market Research Reports
$0 – $300 85–95% 2–6 wks Perplexity API · Gumloop · Stripe
#6 AI Booking Agent for Home Services
$500 – $3K 70–80% 4–8 wks Twilio · Vapi · n8n

Sample data — final database includes 30+ opportunities, updated monthly as market conditions change.

The difference

Not a list. A research layer.

Other AI business idea sites
  • 10-minute reads full of obvious ideas
  • Startup costs are vague ("~$1K to start")
  • Profit margins from generic estimates
  • Tools section is just a list of popular software
  • No ranking methodology
  • Never updated after publish
AutoStack
  • Scored and ranked by automation potential
  • Startup cost ranges from real founders
  • Profit margins from actual P&L data
  • Exact tool stack — specific platform + why it fits
  • Weighted scoring: cost, margin, time, automation ratio
  • Updated monthly as tools and markets evolve

Stop guessing. Start with the right opportunity.

AutoStack is currently building. When the first batch of researched opportunities is ready, you'll be among the first to see them — with real numbers, not estimates.

Building now — database in progress