
Software & Product Researchers
Our researchers evaluate every tool against the problem it claims to solve, including capabilities, fit, and real-world workflow impact.
- Hands-on benchmarks
- Vendor neutrality
- Use-case scoring
The idea began in 2024 and gradually developed into SoftFinders, an independent platform for organising, researching, and comparing AI software more clearly.
Born from frustration with cluttered, pay-to-play software directories and unclear product comparisons.
The idea was refined into a vendor-neutral research approach for reviewing software features, pricing, use cases, and suitability.
The research approach evolved into a live platform for discovering, categorising, and comparing AI software tools.
SoftFinders is expanding its directory, improving category coverage, and preparing review features as the platform grows.
Click a pillar to see how the work happens.

Our researchers evaluate every tool against the problem it claims to solve, including capabilities, fit, and real-world workflow impact.
Connect with high-intent buyers actively researching tools in your category, qualified, vetted, and ready to evaluate.
Skip the noise. Get a curated shortlist with real reviews, pricing clarity, and side-by-side comparisons in minutes.
We hold ourselves to a research-desk standard so you can trust the shortlist that reaches your inbox.
Independent research, no paid placements. Verdicts you can defend in a boardroom.
Decision-grade rigor in every benchmark, comparison, and review we publish.
AI-driven matching that learns from outcomes, not just keywords or category tags.
Clear methodology, open scoring criteria, and an audit trail behind every recommendation.