Know if you're early or late
before you waste months finding out
Get a 0-100 saturation score, lifecycle stage, and AI disruption risk for any business opportunity in seconds. No signup required for your first analysis.
No credit card required
47,000+
Opportunities analyzed
92%
Accuracy rate
3.2s
Avg analysis time
2,400+
Operators using it
You've been flying blind. We've all been there.
Most entrepreneurs waste months and thousands of dollars entering markets that are already crowded. The data existed. They just didn't have a way to see it.
Wasted months on dead markets
You build for 3 months, launch, and discover 847 competitors already own the space. Jungle Scout covers Amazon. Ahrefs covers SEO. Nothing covers the full picture.
Research that takes weeks
You cobble together Google Trends, Reddit threads, Jungle Scout, and gut instinct. It takes 2-3 weeks per opportunity. And you still aren't confident you have the full story.
AI will eat your margins
You build a service business. Two years later, AI tools commoditize the core of it. No framework existed to assess which opportunities AI would disrupt before you committed.
From idea to verdict in 10 seconds
No spreadsheets. No 3-week research sprints. Type and know.
Describe your opportunity
Type any business idea, niche, or market in plain English. As specific or broad as you want.
AI analyzes in seconds
Claude scans market signals, competitor density, pricing compression, and AI disruption trajectory across all channels.
Make a confident decision
Get a single Saturation Score, lifecycle stage, and disruption risk. Enough data to act. No noise.
Everything you need to time your entry right
Four tools that replace weeks of manual research.
Saturation Score
A 0-100 score calibrated against real market density, barrier-to-entry data, and demand trajectory. 20 means wide open. 80 means the margin is gone.
Timing Timeline
See exactly where the opportunity sits: Emerging through Declining. With a 'You Are Here' marker so the answer is visual, not abstract.
AI Disruption Risk
Know if AI will eat your margins before you build your moat. A 0-100 score plus a plain-English breakdown of what's defensible.
Opportunity Comparison
Stack up to 3 opportunities side-by-side on every dimension. Kills analysis paralysis. Operator plan.
Saturation Alerts
Save any opportunity and get weekly alerts when the score shifts. Operator plan.
Operators who stopped guessing
“I was about to launch an Amazon FBA brand in a niche that scored 81. Saturation Signal saved me from spending $15k on inventory. Found a 34-score adjacent niche instead.”
Marcus T.
Amazon FBA seller, 6 years
“I evaluate 8-10 dropshipping niches per quarter. This replaced three tools and cut my research time from 2 weeks to 2 hours. The AI disruption score alone is worth the subscription.”
Priya N.
Dropshipping operator
“My agency does niche research for clients. Saturation Signal is now the first tool we open. The score gives us something concrete to show clients instead of vibes-based opinions.”
Jordan K.
E-commerce agency founder
“I was about to launch an Amazon FBA brand in a niche that scored 81. Saturation Signal saved me from spending $15k on inventory. Found a 34-score adjacent niche instead.”
Marcus T.
Amazon FBA seller, 6 years
“I evaluate 8-10 dropshipping niches per quarter. This replaced three tools and cut my research time from 2 weeks to 2 hours. The AI disruption score alone is worth the subscription.”
Priya N.
Dropshipping operator
“My agency does niche research for clients. Saturation Signal is now the first tool we open. The score gives us something concrete to show clients instead of vibes-based opinions.”
Jordan K.
E-commerce agency founder
“I've been burned twice entering markets that looked good on Google Trends but were already locked up. This is the tool I wish existed 3 years ago.”
Sam W.
Indie hacker, 4 products launched
“The Timing Timeline is the clearest visualization I've seen for understanding where a market is. Not just a number. A narrative.”
Leila H.
Serial founder
“Checked 12 ideas before picking my current one. The contrast between a 23-score and an 88-score on the Compare view made the decision obvious.”
Dan R.
SaaS builder
“I've been burned twice entering markets that looked good on Google Trends but were already locked up. This is the tool I wish existed 3 years ago.”
Sam W.
Indie hacker, 4 products launched
“The Timing Timeline is the clearest visualization I've seen for understanding where a market is. Not just a number. A narrative.”
Leila H.
Serial founder
“Checked 12 ideas before picking my current one. The contrast between a 23-score and an 88-score on the Compare view made the decision obvious.”
Dan R.
SaaS builder
Simple pricing
Start free. Upgrade when you need more.
Scout
For exploring your first ideas
- 3 Saturation Score checks per month
- Timing Timeline for each check
- AI Disruption Risk score
- Save last 3 results
- 1 watchlist slot
- Opportunity Comparison (up to 3)
- 25 watchlist slots with weekly alerts
- PDF export
Operator
For serious builders and operators
- Unlimited Saturation Score checks
- Timing Timeline with full historical data
- AI Disruption Risk with detailed breakdown
- Full check history
- 25 watchlist slots with weekly alerts
- Opportunity Comparison (up to 3 at once)
- PDF export
- Priority AI processing
Common questions
Stop guessing. Start with signal.
Your first analysis is free. No credit card required.