Company and product
About SaaSift
SaaSift is an evidence-first SaaS market research system for founders and focused product teams evaluating what is worth building.
Last reviewed 2026-07-29
Why SaaSift exists
Product ideas are easy to generate and difficult to evaluate. SaaSift is designed to make that evaluation inspectable by separating market evidence, transparent calculations, and modeled interpretation.
The product is built for indie founders and small teams that need to decide where deeper customer discovery is justified before committing substantial build time.
What the product evaluates
- Search demand and observable market growth signals.
- Competitive search gaps and the strength of existing alternatives.
- Pricing and other public monetization signals.
- Indie-founder fit, MVP scope, and practical buildability.
- Reasons that support an opportunity and reasons to walk away.
How evidence is represented
SaaSift distinguishes observed provider or website data from derived calculations and inferred interpretation. Missing third-party data remains unknown rather than being converted to zero.
Traffic, search, and pricing figures may be estimates. They are never presented as reported company revenue, profitability, or verified product-market fit.
What a score means
Opportunity scoring is deterministic and versioned. A high score is a prompt for deeper validation—not a prediction that a business will succeed.
Every decision still requires direct customer research, problem validation, and independent assessment of willingness to pay.
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