
Preuve AI
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Preuve AI
AI agents analyze your idea’s viability across 40+ sources. Identify competitors, blind spots, and get a real project verdict in under a minute.
General Information about Preuve AI
Preuve AI is an advanced business idea validation platform designed for entrepreneurs and founders looking to vet the viability of their projects before committing significant resources. Unlike other validators that rely solely on generative language models, this tool utilizes AI agents that crawl more than 40 real-time data sources, including forums like Reddit and Hacker News, directories like G2 or Product Hunt, and financial databases like Crunchbase. Its primary function is to transform an initial idea into an exhaustive and objective market report.
The application’s operation is straightforward and efficient. The user enters a description of their idea via desktop or mobile, and the system triggers a three-phase automated market analysis process. First, AI agents scan the digital landscape for direct and indirect competitors, pricing, funding rounds, and search trends. Next, the tool filters through the noise to identify real demand signals and user complaints within niche communities. Finally, it generates a viability verdict backed by empirical data, assigning a score from 0 to 100 based on actual market difficulty.
Preuve AI stands out for its skeptical and rigorous approach. While other systems often provide overly optimistic results, this tool applies a viability scoring model where only projects with solid foundations exceed 70 points. Its technical capabilities include mapping up to 15 competitors with their respective strengths and weaknesses, identifying strategic blind spots, and detecting exploitable market gaps. Additionally, it offers data-driven business pivot suggestions, helping to adjust positioning to improve the value proposition.
For those in the fundraising stage, the tool facilitates the creation of investor documentation, such as investment memos and projected financial models. Its technology is not limited to a static response; the system allows users to iterate on the original idea and observe how the score evolves after applying suggested changes.
Key benefits of using Preuve AI:
- Deep competitive intelligence: Access to funding data, estimated metrics, and competitor pricing strategies.
- Market signal detection: Identification of real user pain points extracted from forums and review sites.
- Risk analysis: Visibility into potential roadblocks and threats before starting product development.
- Time optimization: Obtain an analysis in minutes that would traditionally require weeks of manual research.
This AI tool is essential for those who need fast yet in-depth validation, ensuring the chosen path is grounded in real market demand, which serves to drastically reduce the risk of business failure.
Features and Use Cases of Preuve AI
How Preuve AI Works
Frequently Asked Questions about Preuve AI
What exactly is Preuve AI and how can it help me?
It is a platform that uses AI agents to scan more than forty real-time sources to determine if your startup idea is viable or presents critical risks.
How long does Preuve AI take to analyze my business idea?
The system processes the data and generates an initial verdict with your viability score in just sixty seconds.
Where does the tool get the data to validate my project?
Our agents scan real-world data from sources like Reddit, Product Hunt, G2, and specialized forums to provide an objective outlook based on the current market.
What is included in the free version of Preuve AI?
You will receive a viability score from zero to one hundred, a verdict on whether to move forward or pivot, the primary roadblocks detected, and a preview of two competitors.
What should I do if my viability score is low?
A low score indicates there are fixable issues; you can use the three pivots suggested in the report to adjust your business model and improve the project.
Can I request a refund if I am not satisfied with the report?
Yes, we offer a fourteen-day money-back guarantee for paid reports if the analysis does not meet your expectations.
How does Preuve AI help prepare for a funding round?
The investor-specific plan generates a custom pitch deck, an investment memo, and an eighteen-month financial model to facilitate capital raising.
Preuve AI Pricing
Quick Scan
Price: 0 $ (Free forever)
- Viability score (0-100) with a clear verdict.
- Market size analysis and preview of 2 competitors.
- Identification of key blockers and growth levers.
- Map of 15 competitors.
- Limit of 2 scans per user.
Founder Report
Price: 29 $ (One-time payment per report)
- Detailed analysis of up to 15 competitors, including pricing and weaknesses.
- Go-to-market plan with positioning, channels, and launch priorities.
- 3 pivot proposals to improve idea viability.
- Demand signal detection on Reddit, Quora, and niche forums.
- Includes 14-day money-back guarantee.
Report Bundles
Price: From 89 $ (One-time payment)
- 5-report pack: 89 $ (17.80 $ per report).
- 10-report pack: 149 $ (14.90 $ per report).
- Ideal for iterating on ideas regularly or validating multiple projects.
Founder Radar
Price: From 19 $/mo (Optional subscription)
- Automatic monthly re-scans of the competitive landscape.
- Monitoring of updated competitor and community data.
- Alerts for threats, new funding rounds, and industry pricing changes.
- Historical tracking of viability score evolution.
Investor Ready
Price: 299 $ (Launch price; regular price 499 $)
- Custom 20-slide pitch deck.
- 4-page investment memo.
- 18-month projected financial model with 3 different scenarios.
- Pitch guide with Q&A preparation for investor rounds.
- Includes over 2 hours of manual expert review.
Preuve AI Screenshots

