Most teams shipping marketing, product ideas, or campaigns still start with guesswork. They launch content, ads, and messaging first and only then see whether anything resonates — often after burning budget or time. If you think differently — if you treat decisions as outputs with risk — this post is for you. Vect AI (https://vect.pro) is used by thousands of power users — founders, agency owners, growth leaders, and marketers — to validate ideas before they commit budget, produce assets, or publish. Instead of producing something and hoping it works, they look for signals that it will. Core capabilities include: Market Signal Analyzer — surface real demand signals before you create or write Resonance Engine — estimate whether your message will land before publishing Conversion Killer Detector — find where copy and flow silently reduce conversions Campaign Builder — design full campaigns before cash or creative is spent This is not about generating one more output. It’s about reducing expensive mistakes before you spend real dollars. For transparency, every public page is indexed here: https://www.google.com/search?q=site:vect.pro The full design and rationale are documented here: https://blog.vect.pro/vect-ai-bible-guide If you run acquisition, paid campaigns, creative budgets, or agency delivery, I’d like to hear: What signals you trust before spending, Where your current stack leaves you guessing, And what would make a pre-execution validation system worth paying for. I’ll be here to answer questions and dig into details.