Know exactly what your customers
will pay for next

We are huge fans of tools like Cursor, Lovable, and Bolt—they represent a generational leap in software creation, enabling founders and engineers to write production code at 10x speed. We see them as natural, essential partners in the modern product creation stack.

While Cursor and Lovable solve how to build at lightning speed, AI~lchemy solves what to build by verifying customer willingness-to-pay in the live market before code is committed. AI~lchemy sits upstream: our autonomous agents validate demand in <48 hours and generate structured, sprint-ready specifications that founders and engineers can directly feed into Cursor or Lovable to build with complete market conviction.

If you already have paying customers and product-market fit, congratulations—you have achieved what 90% of startups fail to do! For scale founders, the biggest risk shifts from zero-to-one survival to roadmap opportunity cost and feature bloat.

Scale founders use AI~lchemy to: (1) Stress-test new v2 modules or enterprise tiers before committing 3 months of engineering, (2) Test price elasticity to see if you can raise contract values without hurting close rates, and (3) Ingest user churn drop-offs to automatically identify and validate high-impact retention features.

We do not rely on paid survey panels (where people are paid $20 to answer questions they don’t care about) or biased friend interviews. Instead, our agents deploy lightweight, unbranded test touchpoints in the real market:

• Targeted search intent ads to measure authentic click-through and solution-seeking behavior.
• Interactive diagnostic calculators (wedges) that solve a micro-problem and track completion rates.
• Reversible Stripe deposit pre-orders ($49–$149) to test real economic commitment.
• In-app feature gating to measure existing power-user upgrade intent.

Yes, 100% free ($0). All platform subscription fees and LLM computational credit caps are fully waived during our private beta. We do not ask for a credit card.

In return, we treat admitted teams as true Design Partners. We ask for: (1) A 45-minute onboarding architecture session with Nicole and Kenny, (2) Weekly async feedback or a 20-minute bi-weekly check-in to review agent telemetry, and (3) An honest testimonial / case study once we de-risk your product roadmap.

We work closely with early-stage VCs, accelerators (e.g., Startmate, Antler, Techstars), and angel syndicates through our dedicated Venture Partner Track.

Partners can sponsor 2–5 portfolio companies with guaranteed private beta passes, integrate our agents into accelerator cohort customer discovery curriculums, and receive first-look opt-in introductions to breakout founders in our cohort who demonstrate verified statistical PMF.

Our standard SLA for a full 4-pillar validation run is under 48 hours. Within 2 hours of ingesting your product hypothesis or existing repository context, our orchestration agents configure test funnels. Over the next 40 hours, agents collect quantitative metrics, filter statistical noise, and synthesize your complete Roadmap Intelligence Document and sprint backlog.

Confidentiality is paramount. All public experiments run under unbranded or generic test domains, ensuring your company name and trademark are never exposed without your explicit consent. Furthermore, all customer data and proprietary specs are encrypted at rest and in transit with strict tenant isolation, and we never train public foundation models on your inputs.