siift

What is siift?

siift positions itself as a founder's intelligence platform: an AI-native strategy and operations workspace that maps ideas into an intelligent business canvas, then separates assumptions from validated evidence. Where generic chatbots cheer every idea, siift tries to score confidence and push you toward the assumptions most likely to break the business.

The journey spans ideation, validation, build planning, go-to-market and unblocking growth. Features include research loops, prioritisation, and a master context that updates as evidence arrives. Partners listed publicly include programmes such as AWS Startup and NVIDIA Inception — useful credibility signals, not a guarantee of product-market fit for your venture.

Editor rating ~4.2/5 in Business. Freemium posture: you can start and upgrade for serious builder plans (confirm on siift.ai). Best for early-stage founders who want structured clarity; skip if you only need a brainstorming chatbot or already have a strong advisor stack.

• Founders turning messy ideas into a structured business canvas
• Validating assumptions with evidence-weighted confidence scores
• Prioritising build and go-to-market work without advisor gatekeeping

• Casual brainstorming with no intent to validate
• Large enterprises with existing strategy tooling

Pricing Plans

Pros & Cons

Ratings Breakdown