Preuve AI
Validate Your Idea With Real Data, Not Opinions
About
What is the main use case for Preuve AI?
Preuve AI helps founders validate startup ideas before they spend time or money building them. It analyzes real market data to show demand signals, competitors, pricing benchmarks, key risks, and a source-backed viability score.
Who is the target audience of Preuve.ai?
Preuve AI is built for founders, indie hackers, startup teams, and agencies that want to evaluate ideas with real market data instead of assumptions. It is especially useful for people deciding what to build, what to improve, or which leads are worth pursuing.
Can a user use Preuve AI for free?
Yes. Preuve AI offers a free scan that gives users a quick overview, including a viability score and competitor preview. Paid reports unlock deeper analysis, including market demand, competitor mapping, pricing benchmarks, go-to-market guidance, and pivot recommendations.
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FounderPlaybooks.
What other founders did to grow.
2722 dispatches from hundreds of founders, pulled from the week's best podcasts.
I scroll on TikTok and I have swipe files — multiple folders. Every time I watch a video that seems like it was paid for I put it into one of my four categories.
Build a Swipe File of Competitor TikTok Ads — Consuming with a Producer Mindset Beats Any Tool
Joseph's competitive intelligence method: four category folders (talking head, skit, slideshow, product demo) where he drops every branded TikTok he spots while scrolling. Over time the swipe file reveals patterns — which hooks repeat across categories, which content formats are being AB-tested at scale, which app niches are heating up. He supplements this with TikTok's first-party ad library and Creator Marketplace filters. The mindset shift is consuming like a producer, not a passive user.
the best allocart or microtransaction products do have that scaling effect... 10 is going to be 10 times better than you know one 100 is going to be 10 times better than 10
Consumables Work When Value Scales Linearly — Skip Them If The Second Unit Is Not Meaningfully Better
A Tinder boost used 10 times gets 10x more profile impressions — value scales perfectly with spend. But if your product charges per extra scan after 10 free, the 11th scan delivers no meaningful additional outcome compared to just subscribing. Consumable products only make sense when more units reliably deliver proportionally more of the core outcome users want. Forced consumables on utility apps just frustrate users.
There's a play for whatever you're stuck on.
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