Scout. Forge. Prove.
Pay with USDC via x402

Your API Key. Your Ideas. One-Time Price.

No subscriptions. No per-report fees. Buy once, validate forever with your own LLM.

3 free runs to start — no card, no API key needed
Ecosystem:Solana·Coinbase x402·Phantom·Helius
Abstract molten metal flows converging into crystalline structures representing startup idea refinement
0

AI Pipelines

0

Pay-per-call API endpoints

0hrs

Avg. End-to-End Time

Sound familiar?

The startup idea trap

Subscription fatigue — another $29/month tool you'll cancel in 2 months

Per-report pricing adds up fast when you're exploring multiple ideas

You're already paying for AI API access — why pay again?

The pipeline

Three stages. One validated idea.

Each stage feeds the next. Raw market signals become polished, stress-tested startup concepts.

1

Scout

Scan the noise. Surface the signal.

AI agents scan 79 RSS sources + 100 community pain feeds (Reddit, HN, GitHub Issues), score the signal, and surface the market gaps nobody else sees. Output: a daily brief, 10 pain clusters, and 3 venture-grade topic cards with concrete wedges.

Abstract radar scanning pattern with teal concentric rings and data points representing market signal discovery
2

Forge

Shape raw gaps into startup ideas.

5-round multi-agent ideation — Proposer drafts, Defender coaches, plus Trend Scout, Contrarian, Gap Finder, Benchmark Hunter, and Evidence Hunter inject competitive context. A final screening pass casts kill votes + RICE scores. Output: your top 3 ideas with 20 structured fields each.

Warm abstract shapes flowing into geometric crystalline forms representing AI-powered idea generation
3

Prove

10 agents debate. Only strong ideas survive.

Adversarial debate — Proposer defends, Challenger attacks market viability, Analyst pressure-tests unit economics, Defender steelmans, Reviewer fact-checks every claim. Five sub-agents add competitive evidence. Output: a verdict — APPROVED / CONDITIONAL / PIVOT OUT / REJECTED — with reasoning.

Bright lattice with interconnected glowing nodes representing multi-agent debate and idea validation

For AI agents

AI agents pay AI agents.

Every endpoint is callable autonomously over HTTPS. No API keys, no signups — agents pay per request in USDC on Solana via the x402 protocol. Probe → 402 → sign → 200. Settles in ~3 seconds.

We run these endpoints on a cost-effective LLM (MiniMax / Claude Sonnet) so the per-call price stays low. For agents that just need fresh signal, this is the right tier.

Need top-quality output?

Done-For-You: we run it on the best model.

Hand us the brief and we run the full pipeline on a top-tier LLM (Claude Opus 4.7 / GPT-5.5 Pro) with human review on top. Premium reports for the moments where quality matters more than per-call cost.

See Done-For-You pricing →
Live endpoints
GET /api/v1/scout/gaps$0.10
GET /api/v1/scout/brief$0.10
GET /api/v1/scout/pain-clusters$0.10
GET /api/v1/scout/trends$0.10
GET /api/v1/scout/keywords$0.05
POST /api/v1/forge/ideate$15
Idempotent by tx hash · Memo-bound to the request

Pricing

Pay once. Built to last.

Bonding-curve pricing — earlier buyers pay less. Each tier comes with a 365-day usage quota. Terms apply.

See Pricing

The only startup validator that costs you nothing to run — just your API key

Full pipeline costs $6-13 per run with GPT-4.1 or Gemini

Multi-agent debate system
10 specialized AI agents
Real-time streaming output
BYOK — bring your own key
Kill/RICE scoring
Sector-specific scanning
Verdict: APPROVED / CONDITIONAL / PIVOT OUT / REJECTED
Export to Markdown + PDF
Multi-agent debate system
10 specialized AI agents
Real-time streaming output
BYOK — bring your own key
Kill/RICE scoring
Sector-specific scanning
Verdict: APPROVED / CONDITIONAL / PIVOT OUT / REJECTED
Export to Markdown + PDF
Multi-agent debate system
10 specialized AI agents
Real-time streaming output
BYOK — bring your own key
Kill/RICE scoring
Sector-specific scanning
Verdict: APPROVED / CONDITIONAL / PIVOT OUT / REJECTED
Export to Markdown + PDF
Multi-agent debate system
10 specialized AI agents
Real-time streaming output
BYOK — bring your own key
Kill/RICE scoring
Sector-specific scanning
Verdict: APPROVED / CONDITIONAL / PIVOT OUT / REJECTED
Export to Markdown + PDF
RSS + Reddit + HN + GitHub Issues
GPT-5.x · Claude 4.x · Gemini 3.x · MiniMax
Pay with USDC via x402 on Solana
Phantom wallet + agent wallets
Lifetime access · 365-day quota
MVP roadmap generation
Pain cluster identification
$0.45–$5.50 per pipeline run
RSS + Reddit + HN + GitHub Issues
GPT-5.x · Claude 4.x · Gemini 3.x · MiniMax
Pay with USDC via x402 on Solana
Phantom wallet + agent wallets
Lifetime access · 365-day quota
MVP roadmap generation
Pain cluster identification
$0.45–$5.50 per pipeline run
RSS + Reddit + HN + GitHub Issues
GPT-5.x · Claude 4.x · Gemini 3.x · MiniMax
Pay with USDC via x402 on Solana
Phantom wallet + agent wallets
Lifetime access · 365-day quota
MVP roadmap generation
Pain cluster identification
$0.45–$5.50 per pipeline run
RSS + Reddit + HN + GitHub Issues
GPT-5.x · Claude 4.x · Gemini 3.x · MiniMax
Pay with USDC via x402 on Solana
Phantom wallet + agent wallets
Lifetime access · 365-day quota
MVP roadmap generation
Pain cluster identification
$0.45–$5.50 per pipeline run
Limited

Price goes up with every purchase — early buyers get the best deal

The longer you wait to validate, the more time you invest in ideas that might not work. GapSmith gives you the answer in 2 hours, not 2 months.

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Stop guessing. Start validating.

Join founders who let AI agents argue about their ideas before spending a dime on building.

No credit card · 3 free runs · BYOK after upgrade