FROM DEMAND DISCOVERY AIβ„’ | Founded by Cecily Robyn Lough

Your startup doesn't need more advice. It needs an operator.

Most startups fail because they build first and ask later. AgenticLaunch flips that. Get a free AI demand report in 60 seconds β€” then prove real market interest with autonomous outreach before writing a line of code.

Minutes, not months

We answer your hardest validation questions, grounded in real behavioral signals across 20+ data sources β€” so you increase your validation velocity and build the right things fast.

Then it turns those signals into a system of continuous agentic outreach to your ideal customer profiles, so you can refine, double down, or pivot fast.

Get Your Free Report Your idea stays private by default unless you explicitly choose to publish it.
Free market research report β€” no card required
Results in 60 seconds
Real demand signals, not guesses

The problem

90% of startups fail. Most knew too late.

The #1 reason? Building something nobody wanted. Founders spend months (and six figures) building before they ever talk to a real customer. By the time they find out there's no demand, it's too late to pivot without starting over.

42%
of startups fail because there was no market need β€” the most common cause of failure
$50k
average amount spent building before the first real customer conversation
6mo
typical time before founders discover their idea lacks real demand

The Solution
1.

Vet two ideas

Generate a Market Research and Demand Discoveryβ„’ report on both. Market Research is the foundation, but the Demand Discovery report is the proof. Behavior over opinion.β„’

The end of vibes-based validation.

2.

Run AgenticLaunch on the winner

Our connectors scour the internet for current signals of real people complaining right now about the problem you're solving β€” or even building their own solution. We collect, evaluate, and rank the signals, then draft the response so you have one-click outreach on the correct platform.

3.

Turn it into a continuous system

Ongoing outreach, real-time signal tracking, and continuous refinement alongside the real people who'll be your prospects or partners. Leverage the two landing pages to collect continuous interest and purchase keywords.

Leverage these real-world signals and landing pages as door openers for VCs.

Stop guessing. Start with proof.

$49. Vet Two ideas. Two Landing Pages. Two Demand Discovery Reports showing Real Signals and your Ideal Customer Profile (ICP) in minutes. Then run One AgenticLaunch to Generate Prospects.

The fastest way to know whether the next month of your life should go into this idea β€” or a different one.

Read the full Demand Discovery framework  β†’

Start here β€” it's free
Free Demand Report β€” No Card Required

Free Market Report

Get a data-driven analysis of your startup idea's market potential, competitive landscape, and go-to-market strategy β€” no account required.

*Your idea stays private by default. Nothing you submit here β€” whether for the free Market Research analysis or the full Demand Discovery report β€” is ever made public unless you explicitly choose to publish it.

Free forever. No credit card. Takes about 60 seconds.


Don't Build Blind

Validate demand first β€” or risk building something no one wants.

FREE
$0

Understand the market before you test

  • 1 market research report
  • Competitive landscape analysis
  • Market sizing (TAM / SAM / SOM)
  • Go-to-market strategy overview
  • Opportunities & Risks
  • Growth Drivers
  • Unique Positioning Statement based on Differentiators
Get my free Market Research Report
DEMAND DISCOVERY
$49

Prove real demand exists before you build β€” 2 IDEAS

  • Two AI-generated landing page demand tests for each idea
  • AI-defined Ideal Customer Profiles (who to test and why)
  • Targeted prospect generation mapped to each hypothesis
  • Personalized, automatic, PRE-WRITTEN outreach designed to test assumptions. You just hit send or let the agent do it
  • AI analyzes replies to extract real signals (interest, objections, pain points)
  • Evidence-based Demand Score (0–100)
  • Demand Evidence Report with grounded insights (no hallucinations)
  • Clear recommendation: Build / Pivot / Kill
  • + 1 AgenticLaunch slot β€” 90 days included to test your best idea
Start Demand Discovery β€” $49
AGENTIC LAUNCH
Included

Bundled with Demand Discovery, Founder Pack, and Studio Pack

  • The real-world activation of your Market Research + Demand Discovery β€” turns your report into ongoing conversations with your ICPs
  • Sends the AI-written outreach drafted in your DD report
  • Tracks and analyzes every reply automatically
  • Detects evolving signals: interest, objections, and emerging pain points
  • Refines messaging and positioning based on real conversations
  • Builds a living dataset of market feedback over time
  • Designed for founders who already have their ICPs and hypotheses (i.e. who've done DD)
How do I get AgenticLaunch?

Stop guessing. Start validating.

Run Demand Discovery

From the Blog

Insights on startup validation and demand discovery

Guide
How to Validate Startup Demand with AI in 2026

A practical walkthrough of AI-powered demand validation β€” covering market sizing, competitor analysis, ICP discovery, and how to turn signals into decisions.

Read the guide