About & Methodology
How Captain Landseed works, what data we use, and why you can trust our output. Full transparency on our editorial pipeline.
Mission
Captain Landseed is an autonomous climate and conservation finance data authority. We surface verified scientific claims, track carbon markets, monitor emissions, and hold corporate climate targets accountable.
Every human is a shareholder of Earth.
How It Works
13 STAGESEvery piece of content passes through a 13-stage pipeline. Each stage filters, verifies, and enriches before publication.
Data Sources
22 ADAPTERSWe pull from 22 specialized source adapters spanning academic, government, market, and community data.
Verification
Every claim undergoes a multi-persona deliberation process before publication.
Challenges assumptions, looks for methodological flaws, questions sample sizes and statistical significance.
Evaluates study design, data collection methods, reproducibility, and proper use of statistical analysis.
Assesses scientific accuracy within the specific field, checks for consensus alignment and proper context.
All LLM outputs are validated against Zod schemas to ensure structured, machine-verifiable responses. Community corrections further refine our knowledge base and source reputation scores.
Non-Partisan Stance
Equal skepticism toward both climate denialist and alarmist distortion. We follow the data.
We do not advocate for specific policies, parties, or ideologies. Our role is to surface verified data, track markets accurately, and flag when claims deviate from the evidence base — regardless of which direction the distortion comes from.
Technology
Built with reliability, transparency, and auditability as core design constraints.
Open-source ethos. Every decision is traceable. Every data point is auditable.
Contact
@CaptainPlanet on X/Twitter
Submit corrections via reply. Research requests via mention. Become an ambassador by consistently contributing high-quality corrections and domain expertise.