Find the Problem.Before Your Customers Do.
Most research tells you what you want to hear. Adversarial Mode assembles critics, skeptics, and price-sensitive users to tear your idea apart. So you can fix it before anyone real says a word.
No credit card required. First test in under 5 minutes.
Your Assumption
Adversarial Finding
78% of critics predict negative impact. Your free plan IS your acquisition channel. Removing it collapses top-of-funnel before paid revenue can compensate.
Confirmation Bias Ships Bad Products
Confirmation bias is not carelessness. It is structural. Internal teams are incentivized to agree. Beta users are self-selected supporters. Advisors want to be helpful. Everyone in your orbit is optimized to deliver good news. The market is where you finally hear the truth.
Internal teams are incentivized to agree. Raising concerns slows the work and signals lack of alignment.
Beta users are the people who chose you. They are not your critics. They are your loudest fans.
The first time you hear the real objection is after launch. At that point, it is a crisis, not a data point.
From Thesis to Verdict
State your thesis
Name what you believe: a pricing decision, a product bet, a positioning claim, a strategic assumption. One clear statement is all it takes.
Choose your intensity
Choose how hard they push: Inquire (Socratic questioning), Challenge (devil's advocate), or Forge (full red team assault). Dial the intensity to match the stakes.
Assemble your critics
Select who challenges you: price-sensitive users, competitors' customers, enterprise buyers, whoever would object hardest. The right critics surface the right flaws.
Get the verdict
Get vulnerabilities ranked by severity, confirmed strengths, exposed weaknesses, and a clear verdict: thesis strengthened, weakened, or refuted. Ready to act on.
Four Ways to Attack Your Own Idea
Steel-Man Test
Builds the strongest possible opposing case against your thesis, then shows you exactly where your argument breaks down. Use this when you have a strategic conviction and need to know whether it survives the best version of the counterargument.
Assumption Probe
Every strategic decision rests on a stack of assumptions. Pricing assumptions. Market size beliefs. User behavior predictions. This surfaces the ones you are taking for granted, before you commit resources to them.
Red Team Simulation
Multiple hostile critics attacking simultaneously from different angles. Use this before public launches, major announcements, or competitive moves where you need to know how the worst-case audience responds.
Blind Spot Scan
Finds the things no one on your team thought to look for: overlooked demographics, second-order effects, unintended consequences. Use this early, before you have committed to a direction.
Stress-test with your real customers
Import your customer list and run adversarial tests with their replicas as critics. The sharpest objections come from the people who already know your product.
Who Uses Adversarial Mode
Anyone who is about to make an irreversible decision and has not yet heard the worst-case argument.
Pre-Launch Teams
Run Forge mode 48 hours before the announcement. Hear every objection in a controlled environment first. Then go live with every objection already anticipated and already answered.
Strategy Teams
Stress-test your market entry thesis, M&A rationale, or competitive positioning against the strongest possible counterargument before the board meeting where someone else will make it.
Marketing Teams
Send your press release through Adversarial Mode before hitting send. Simulate what the reply thread looks like before it exists. Fix it while you still can.
Policy Teams
Simulate stakeholder backlash before announcing the policy change internally. The objections you did not see coming are always the ones that stall the initiative, or kill it entirely.
Explore Other Research Modes
Your replicas work across every mode. Switch perspectives in one click.