Validate before you build

Don't have an idea? We'll find one.
Have one? We'll stress-test it.

AI-simulated customer reactions in minutes, not months. Walk away with customer archetypes you can chat with, objections grounded in real public quotes with linked sources, and a confidence score backed by the full simulation data.

200 free credits on signupNo card required.
Sample validation reportReady
Confidence score
74/ 100Promising
Top objection

"Pricing feels steep until I see the team workflow benefits."

Likely first buyer

Solo founder, 1–3 product launches behind them, currently using a spreadsheet to track decisions.

Reverse Mode

No idea yet? Tell us about you.

Most validation tools assume you already have an idea. We don't. Describe your skills, budget, interests, and what you'd refuse to build. We generate five candidate businesses, micro-validate each one, and rank them by how well they hold up in simulation.

Pick the winner. Promote it to a full validation. Start with conviction.

Try Reverse Mode →
Candidate ideas for "Backend engineer, $5k budget, B2B SaaS, no hardware"
Async stand-up tool for distributed eng teams
Strong
81
Compliance checklist generator for early SaaS
Promising
72
Internal API documentation auto-updater
Worth testing
64
Slack-native incident retro tool
Mixed signal
58
AI changelog writer for B2B products
Crowded
49
Two things nobody else does

Chat with your customers. See the receipts.

Most validation tools hand you a score and disappear. We let you keep asking questions — and back every objection with public quotes you can click through to.

Talk to your future customersLive

After the sim, every persona stays on the line. Ask them why they pushed back, what would change their mind, who they'd recommend it to. They answer in-character, using the profile and the things they actually said during the run.

You
What would actually get you to try this?
Maya · Solo founder, 2 prior launches
Honestly? A 10-minute demo against my actual spreadsheet. If I can see it replace what I'm doing on Sunday nights, I'll pay.

Export the full transcript. Use the answers in your pitch, your landing copy, your next call with a real customer.

Grounded in real customer voicesReal evidence

Every top objection is matched back to actual public posts and to curated business literature — Paul Graham essays and CB Insights research. Real excerpts, real authors, real links you can click.

“Pricing feels steep until I see the team workflow benefits.”
Real voices · r/SaaS
“I bounced off the price page twice before I clicked the team plan and realized what I was actually buying.”
View source thread ↗
Strategic literature · Paul Graham
“Buyers don't compare your price to your competitor — they compare it to the cost of doing nothing.”

Anonymized excerpts. Attribution preserved. Judge the relevance yourself — we don't infer verdicts from quotes.

What you actually get

A report you can read in 5 minutes, share with a co-founder, and paste into a pitch deck.

Confidence score
A single number, 0–100, with the reasoning behind it. Designed to be defensible in conversation, not just a vanity metric.
Live persona interviews
Chat with any customer archetype after the run. They reply in-character using their profile and what they actually said. Export the transcript.
Bring your own personas
Build a custom persona library — describe them, or upload a doc that defines them. Drop your real CTO, your actual buyer, your toughest skeptic into any simulation.
Real quotes, linked sources
Top objections matched to actual public posts. Anonymized excerpts, real thread URLs, real communities. Click through and verify yourself.
Strategic literature citations
Each objection paired with a curated excerpt from Paul Graham essays or CB Insights research — with author, year, and source link.
Top objections, clustered
The three or four things real customers will push back on, phrased the way they'd actually say it.
Early adopter archetype
Who's most likely to buy first, what they care about, and where you can find them.
Persona autopsy timeline
For every persona that changed their mind, see the moment it happened and what flipped them. The receipts behind the confidence score.
What-if scenarios
Tweak the price, the audience, the pitch. Re-run and see the delta side-by-side. Iterate on the report before you iterate on the product.
Sentiment trajectory
How opinion shifts as customers learn more. Tells you if word-of-mouth is going to help or hurt.
Failure risks, ranked
The top reasons this could fail, ranked. So you can stop them before you spend a month building.
Pitch-deck export
One-page visual you can drop straight into a deck. Investors see real validation, not just optimism.

How it works

Three steps. No interviews, no surveys, no waiting.

01
Tell us about you or your idea
Either describe the business you want to validate, or describe yourself and let Reverse Mode generate candidates.
02
We simulate your future customers
AI customer archetypes talk, push back, and form opinions. The messy social dynamics of a launch day, compressed into minutes.
03
Get a clear go/no-go report
Confidence score, objections, archetypes, failure risks. Share it, export it, or iterate on it with what-if scenarios.
Get my go/no-go report — free

200 free credits · No card required

Pay for what you use

No subscriptions. Buy credits, use whenever. 200 free on signup. Credits never expire.

Starter
$91,000 credits

Test the waters with a few full validations.

  • ~10 micro sims
  • All features included
  • Never expire
  • $0.009 / credit
Get 1,000 credits
Most popular
Builder
$395,000 credits

For founders validating real ideas, often.

  • ~50 micro sims
  • All features included
  • Never expire
  • $0.0078 / credit
Get 5,000 credits
Studio
$12925,000 credits

Best per-credit price for heavy validators.

  • ~250 micro sims
  • All features included
  • Never expire
  • $0.0052 / credit
Get 25,000 credits
New here? Sign up free and get 200 credits to try it.

Common questions

What is startup idea validation?+

Startup idea validation is the process of testing whether real people have the problem you're solving, would pay to solve it, and would choose your solution over alternatives — before you invest months building it. The goal is a go/no-go signal backed by evidence, not gut feel.

How do you validate a startup idea with AI?+

TheQuandary runs a structured simulation: it generates customer archetypes that match your target market, walks them through learning about your idea, and surfaces the objections, hesitations, and moments of interest that emerge. The result is a confidence score, ranked objections grounded in real public quotes, and a profile of your most likely first buyer — in minutes rather than months of customer interviews.

What is AI customer simulation?+

AI customer simulation models how a realistic cross-section of potential buyers would react to a product idea — their initial skepticism, the questions they'd ask, what would change their mind, and whether they'd recommend it. Unlike surveys, simulations surface dynamics: how opinion shifts as customers learn more, who flips and why. TheQuandary's simulations stay available after the run so you can keep interviewing them.

What is Reverse Mode?+

Reverse Mode is for founders who don't yet have an idea. You describe yourself — your skills, budget, interests, and what you'd refuse to build — and TheQuandary generates five candidate business ideas, micro-validates each one, and ranks them by simulation performance. You pick the strongest, then promote it to a full validation.

How is this different from a survey or traditional market research?+

Surveys require an existing audience and tell you what people say they'd do. Traditional research is slow and expensive. TheQuandary simulates social dynamics — the messy, non-linear way opinions actually form — and grounds every objection in real public quotes from communities like Reddit, Hacker News, and founder forums, with source links you can click through and verify.

What does a confidence score mean?+

TheQuandary's confidence score (0–100) summarises how well an idea held up across the simulation: the proportion of personas who moved toward purchase, how strong their objections were, and how quickly sentiment shifted. It's designed to be defensible in conversation — the full simulation data sits behind it, and you can drill into any persona's timeline to see exactly what changed their mind.

Is TheQuandary free to try?+

Yes. You get 200 credits on signup with no card required. A micro-simulation costs 100 credits; a full validation runs 200 credits. Credits never expire, and you can buy more any time.

What kinds of ideas can TheQuandary validate?+

Most business ideas with a describable customer and a clear value proposition — SaaS, consumer apps, subscription boxes, e-commerce concepts, service businesses, and more. The simulation surfaces how real people would react to the pitch regardless of the category. Ideas with a large existing online conversation (SaaS, productivity tools, consumer tech) tend to produce richer quote evidence, but the simulation works across categories. The one limit is very niche or novel markets where there's little public discussion to draw from.

Stop guessing whether anyone wants it.

Spend twenty minutes today, save yourself three months of building the wrong thing.