AI Tools · Lifetime deal
Preuve AI
Validate startup ideas before you build
Preuve AI at a glance
- Platform
- Claude Code, Cursor, Codex, Antigravity, Lovable
- Note
- Lifetime access to Preuve AI.
- Upgrades
- All future plan updates are included.
- Upgrades
- Ability to upgrade or downgrade between 4 license tiers.
- Note
- No codes, no stacking—just choose the plan that is right for you.
Which Preuve AI plan do you need?
Prices in USD, excluding tax.
| Tier 1 (AppSumo Founder) | Tier 2 (AppSumo Founder) | Tier 3 (AppSumo Founder) | Tier 4 (AppSumo Agency) | |
|---|---|---|---|---|
| One-time price | $59 | $139 | $269 | $549 |
| Regular price (AppSumo) | ||||
| You save | $89 | $259 | $726 | $2,635 |
| Includes | 3 Deep reports; 25 Starter scans; 1 Smart Pivots; 1 idea Monthly market alerts | 10 Deep reports; 100 Starter scans; 3 Smart Pivots; 2 ideas Monthly market alerts | 25 Deep reports; 200 Starter scans; 5 Smart Pivots; 3 ideas Monthly market alerts | 80 Deep reports; Unlimited Starter scans; 1 per report Smart Pivots; — Monthly market alerts; Client report export; Client share controls; White label; Commercial license; Agency workspace |
Before you buy: AppSumo's terms and extra costs
- Note. Lifetime access to Preuve AI.
- Upgrades. All future plan updates are included.
- Redeem. You must activate your license within 60 days of purchase.
- Upgrades. Ability to upgrade or downgrade between 4 license tiers.
- Note. No codes, no stacking—just choose the plan that is right for you.
What is Preuve AI?
Preuve AI validates startup ideas with live market research. Ten AI agents research demand, competitors, pricing, and risks across more than 60 sources. The report links findings to their sources, scores viability, compares Smart Pivots, and produces planning materials for coding agents.
What Preuve AI says it does
- Preuve AI uses live data rather than relying on a language model's training set.
- Ten AI agents research each idea in parallel across more than 60 live sources. (Preuve AI's figure)
- Research sources include Crunchbase, Google Trends, Reddit, Product Hunt, and G2.
- Reports can contain up to 20 sections, with a source page available behind each finding. (Preuve AI's figure)
- The report can map up to 15 competitors with funding, pricing, and threat levels. (Preuve AI's figure)
- The viability score runs from 0 to 100 and is compared with a launch-ready bar. (Preuve AI's figure)
- Reports cover market size and risks affecting similar ideas.
- The median score across more than 8,000 scanned ideas is 54. (Preuve AI's figure)
- Only 17.5% of scanned ideas clear the launch-ready bar. (Preuve AI's figure)
- Every report claim links to its source.
- Smart Pivots identify missed angles and suggest ways to raise the score.
- The score-limiting finding is presented in one sentence drawn from report evidence. (Preuve AI's figure)
Why Preuve AI
It helps people assess whether an idea is worth building before they commit to it. Source-linked research, competitor details, viability scoring, and Smart Pivots show what supports the idea, what limits its score, and which version may be stronger.
How does Preuve AI work?
Research the idea
Ten AI agents run in parallel across more than 60 live sources, including Crunchbase, Google Trends, Reddit, Product Hunt, and G2.
Review the evidence
Read a report of up to 20 sections. Open the source behind each claim, review market and risk findings, and check the viability score.
Compare sharper angles
Review what limits the score, then compare Smart Pivots by expected gain, effort, changes, retained elements, evidence, and trade-offs.
Test the revised idea
Apply a Smart Pivot to run a new deep report and rescore the revised idea.
Build or deliver the work
Download AGENTS.md, PLAN.md, and supporting documents for coding agents. Tier 4 also supports branded intake, prospect screening, controlled client links, exports, and commercial use.
Then it handles:
- Validate startup ideas
- Research market demand
- Map competitors, funding, and pricing
- Score idea viability
- Identify risks and score limits
- Compare and test Smart Pivots
- Create coding-agent project plans
- Screen client prospects
Who is Preuve AI for?
Built for
- First-time founders validating an idea
- Serial builders comparing new angles
- Consultants validating ideas for clients
- Teams offering branded validation services
Not for
- People who cannot activate their license within 60 days
- Buyers who want to combine or stack licenses
- Teams needing agency features without a Tier 4 license
What is included in Preuve AI?
Market Research
- Multi-source research Ten agents research demand across more than 60 live sources.
- Named research sources Sources include Crunchbase, Google Trends, Reddit, Product Hunt, and G2.
- Source-linked reports Reports contain up to 20 sections with links behind each finding.
- Starter scans Scan new angles before committing to a full deep report.
Competition and Viability
- Competitor map See up to 15 competitors with funding, pricing, and threat levels.
- Viability score Receive a score from 0 to 100 and a launch-ready assessment.
- Market and risks Review market size, pricing signals, and risks affecting similar ideas.
- Score limiter See what limits the score in one evidence-based sentence.
Smart Pivots
- Pivot comparison Review expected gain, effort, changes, retained elements, evidence, and trade-offs.
- Apply and rescore Test an applied pivot through a new deep report and rescore.
- Quick angle checks Run starter scans on new angles before choosing a deep report.
Build and Launch
- Research-backed kit Download AGENTS.md, PLAN.md, and documents covering buyers, scope, competitors, pricing, and risks.
- Milestone plan Work through a five-milestone PLAN.md step by step.
- Coding-agent handoff Open the kit in Claude Code, Cursor, Codex, or Antigravity.
- Lovable and MCP Start in Lovable or connect the report through MCP.
- Customer launch plan Map the first 100 customers with a report-based launch plan.
Agency Services (Tier 4)
- Branded intake Collect submissions in a dashboard with scores, fit labels, and lead priority.
- Client controls Hide report sections and keep notes and analysis off client links.
- Branded output Add your name, logo, colors, and font to links and intake forms.
- Export and license Export reports as Markdown or JSON for use under a commercial license.
- Agency workspace Manage validation work in a dedicated agency workspace.
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What does Preuve AI do?
Preuve AI validates startup ideas using ten AI agents that research 60+ live sources, including Crunchbase, Google Trends, Reddit, Product Hunt, and G2. It produces reports of up to 20 sections with linked sources, a viability score out of 100, market sizing, risks, and up to 15 competitors with funding and pricing. Smart Pivots suggest changes that may improve an idea’s score.
Who is Preuve AI for?
Preuve AI is designed for first-time founders, serial builders, and consultants who validate ideas for clients. Founders can research and refine their own concepts, while Tier 4 adds tools for agencies, including client dashboards, sharing controls, white-label branding, and a commercial license.
What usage limits are included in each tier?
Tier 1 ($59): 3 Deep reports, 25 Starter scans, 1 Smart Pivot, and monthly market alerts for 1 idea. Tier 2 ($139): 10 Deep reports, 100 Starter scans, 3 Smart Pivots, and alerts for 2 ideas. Tier 3 ($269): 25 Deep reports, 200 Starter scans, 5 Smart Pivots, and alerts for 3 ideas. Tier 4 ($549): 80 Deep reports, unlimited Starter scans, 1 Smart Pivot per report, no monthly market alerts, plus agency features.
What happens after purchase?
After purchase, the license provides lifetime access to Preuve AI and all future plan updates. The license must be activated within 60 days. There are no codes or stacking; the appropriate tier is selected directly. Buyers may upgrade or downgrade between the four license tiers.
Can I use Preuve AI for client work?
Client-facing agency tools are available in Tier 4 ($549). They include a branded intake form and dashboard with prospect scores and fit labels, report section controls, Markdown or JSON export, white-label branding, an agency workspace, and a commercial license. Internal notes and analysis remain off client links.
What can I do with the research after validation?
A downloadable kit includes AGENTS.md, a five-milestone PLAN.md, and documentation covering buyers, scope, competitors, pricing, and risks. It can be opened in Claude Code, Cursor, Codex, or Antigravity. The research can also be launched in Lovable in one click, accessed through MCP in other AI tools, and used in a first-100-customer launch plan.