Scout. Forge. Prove.
Now accepting SOL via x402

From Market Signal to Validated Startup Idea in 2 Hours

AI agents scan trends, brainstorm ideas, then debate and stress-test them — so you don't waste months on bad bets.

No credit card required
Bring your own API key — your data stays yours
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Ideas Validated

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Prove Reports

0hrs

Avg. Pipeline Time

Sound familiar?

The startup idea trap

Manually scanning Reddit, HN, and news for startup ideas takes weeks

No structured way to know if an idea is worth pursuing

Existing validators give shallow, single-AI reports — not real debate

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 RSS feeds, Reddit, HN, and industry reports. They score hundreds of articles and surface the market gaps nobody else sees.

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2

Forge

Shape raw gaps into startup ideas.

5-round AI brainstorm with Proposer and Defender agents. Each round refines, challenges, and strengthens. Output: your top 3 ideas ranked by Kill/RICE scores.

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3

Prove

6 agents debate. Only strong ideas survive.

Multi-agent debate with Skeptic, Investor, Engineer, Market Analyst, Devil's Advocate, and Synthesizer. They argue, vote, and produce a verdict: PROCEED, CONDITIONAL, or REJECT.

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

Pricing

Pay once. Validate forever.

Dynamic pricing — early buyers get the best deal. No subscriptions.

See Pricing

Stop guessing. Let 6 AI agents argue about your idea before you build it.

Built on a battle-tested multi-agent debate system with 10+ validated ideas

Multi-agent debate system
6 specialized AI agents
Real-time streaming output
BYOK — bring your own key
Kill/RICE scoring
Sector-specific scanning
Verdict: PROCEED / CONDITIONAL / REJECT
Export to Markdown
Multi-agent debate system
6 specialized AI agents
Real-time streaming output
BYOK — bring your own key
Kill/RICE scoring
Sector-specific scanning
Verdict: PROCEED / CONDITIONAL / REJECT
Export to Markdown
Multi-agent debate system
6 specialized AI agents
Real-time streaming output
BYOK — bring your own key
Kill/RICE scoring
Sector-specific scanning
Verdict: PROCEED / CONDITIONAL / REJECT
Export to Markdown
Multi-agent debate system
6 specialized AI agents
Real-time streaming output
BYOK — bring your own key
Kill/RICE scoring
Sector-specific scanning
Verdict: PROCEED / CONDITIONAL / REJECT
Export to Markdown
RSS + Reddit + HN scanning
GPT-4.1 / Claude / Gemini / DeepSeek
Dynamic pricing
One-time purchase
MVP roadmap generation
ROI analysis included
Pain cluster identification
$6–13 per full pipeline run
RSS + Reddit + HN scanning
GPT-4.1 / Claude / Gemini / DeepSeek
Dynamic pricing
One-time purchase
MVP roadmap generation
ROI analysis included
Pain cluster identification
$6–13 per full pipeline run
RSS + Reddit + HN scanning
GPT-4.1 / Claude / Gemini / DeepSeek
Dynamic pricing
One-time purchase
MVP roadmap generation
ROI analysis included
Pain cluster identification
$6–13 per full pipeline run
RSS + Reddit + HN scanning
GPT-4.1 / Claude / Gemini / DeepSeek
Dynamic pricing
One-time purchase
MVP roadmap generation
ROI analysis included
Pain cluster identification
$6–13 per full pipeline run
Limited

Every day you don't validate is a day you might be building the wrong thing

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.

GapSmith logo

Stop guessing. Start validating.

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

One-time purchase · Bring your own API key