The AI Evidence Engine for Early-Stage Startups

Validate your startup. Prove your claims.

ProofPilot helps you validate your startup before you build it and prove every claim before you pitch it. We turn raw vision into investor-ready evidence.

No registration required · Guest Mode active · All inputs saved locally

Live Engine
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AI Diagnostic Result

Excellent Market Signal

High defensibility and solid ICP validation mapping.

Market Validation

92%

Moat Defensibility

78%
Competitor positioningHigh Differentiation / Quadrant 1
Risks FlaggedPricing overlap detected in SaaS tier
ICP FitSeed founders & high-growth builders
GTM suggestionsPLG + community hubs
Live Playground

Try ProofPilot in 10 seconds.

Input your business concept or pitch deck statement to watch the AI evidence engine analyze, verify, and polish your narrative.

The AI Evidence Network

AMD ROCm
OpenAI Compatible
Vercel
Fireworks AI
Startup Intelligence

Analyze before you build.

AI audits your business hypothesis before you write code or pitch investors. Strengthen differentiation, map competition, and evaluate ICP alignment.

Interactive Matrix

Competitor Positioning

Quadrant 1 Focus

Hover over points on the coordinate map below to inspect product profiles and compare relative defensibility.

Optimal AdvantageCrowded MoatCommodity ZoneUnprotected Gap
High Market Gap →↑ High Defensibility
Market Validation

92%

Moat Defensibility

78%

Competition Level

Low-Med

Execution Risk

Minimal

ProofPilot

Quadrant Profile

Competitor Weakness

Requires detailed user input for max depth

Verification Speed

Instant

Moat Defensibility

Evidence verification graph

Compare profiles to construct defensible moats.Full Analysis
Startup Risks

Pricing model overlap with existing copycat platforms detected. We recommend focusing GTM strategies on integration depth.

One Workflow

From raw idea to investor evidence.

ProofPilot connects validation and audits into a unified pipeline. Observe how the data matures at each milestone.

Startup Idea

Submit your raw business model or pitch narrative. Our parser ingests abstract pitches.

Parsing 250 words...

AI Analysis

Evaluates market size, TAM, ICP alignment, and structural competitive risks.

Competitive Research

Maps positioning coordinates against mapped competitors.

Claim Generation

Deconstructs and tags every statement in your copy.

Evidence Verification

Cross-references claims against academic databases and clinical registers.

Investor Report

Compiles a clean, verifiable PDF report.

Step 1 Simulation
State: Active

narrative_input.md

“We are constructing a digital health validation assistant. It reads clinical statements, checks databases automatically, and identifies validation gaps.”

Ready for validation processing
Claim Audit

Then prove every claim you make.

ProofPilot audits your slide deck copy — deconstructing assertions, evaluating source relevance, and proposing credible, factual alternatives.

Interactive Reader Board

Hover highlights below

Hover over the highlighted segments in the pitch deck draft to view immediate risk metrics and evidentiary support.

“ProofPilot is loved by hundreds of founders. We reduces pitch preparation time by 80% and guarantees investor funding on the first presentation. Our team completed our SOC 2 audit in March 2025 and we will dominate the market by 2026.”
Red: Critical Gap Orange: Subjective Blue: Projection Green: Verifiable
Unsupported Metric
Credibility12%

reduces pitch preparation time by 80%

Precise performance claim with zero reference sample size or historical benchmarks.

Evidence search log

Double-blind pitch time logs (0 hits)
Startup Prep Study Index (no references found)

Suggested Rewrite

Founders prepared pitch drafts noticeably faster in structured test groups.

Evidence Engine

The nine ways a claim goes wrong.

ProofPilot is built to systematically identify, score, and remediate structural gaps in startup communication.

Factual Claims

Concrete items requiring independent validation databases.

Performance Claims

Speed, TAM metrics requiring controlled pilot studies.

Market Claims

Target addressable segments requiring registered reports.

Adoption Claims

Founder numbers, user reviews requiring verifiable records.

Technical Claims

Algorithm features requiring clear open-source specifications.

Comparative Claims

Competitor comparisons requiring objective feature maps.

Outcome Guarantees

Financial outcomes requiring absolute hazard disclosures.

Projections

Future performance requiring detailed milestone roadmaps.

Vague Buzzwords

Aesthetic marketing copy requiring specific proof points.

Proven Results

Same ambition. Credible language.

Eliminate hype. Let verified evidence speak for your technology. Compare standard pitch statements to validated copy.

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Key business dimensions analyzed

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Claim categories parsed

0%

Fewer marketing red flags

0%

Private guest browser mode

BEFORE AUDIT
Ambitious Draft

“Our software reduces pitch preparation time by 80%, improves investor conversion by 3x, and guarantees investor funding on the very first meeting.”

AFTER AUDIT
Credible Truth

“In pilot test groups, founders prepare pitches noticeably faster, leveraging automated checklists to clear standard investor due diligence checkpoints.”

Architecture & Infrastructure

One pipeline. AMD under the hood.

Both Startup Analysis and Claim Audit route inference workloads to AMD GPU-backed, ROCm-compatible infrastructure. Experience verified data streaming through a custom local-first adapter.

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Upload

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AI Parsing

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Classification

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Evidence Search

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Reasoning

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Rewrite Engine

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Evidence Pack

Provider AbstractionOpenAI-compatibleROCm-readyLocal Guest Mode

ProofPilot routes local computation paths using the AMD ROCm ecosystem. The platform abstracts inference providers, enabling swift local guest computations with Zero-Knowledge storage.

AMD Inference Active

ROCm core translation active

AI_PROVIDER=amd_rocm
“Evidence beats assertion.”

ProofPilot System Credo

Turn vision into investor-ready business.

Audit the narrative, find target databases, check formatting guidelines, and produce proof points that stand up to diligence checks.

Run a pre-built demo audit session