We build compasses for product explorers
AppsLens distils qualitative noise into prioritised, evidence-backed opportunities so founders can focus on shipping the right improvements.
Milestones
2023 · Seed research
Analysed 2M Shopify reviews to validate unmet-need clustering.
2024 · LLM playbooks
Assembled deterministic Map→Reduce prompting and evidence tracing.
2025 · AppsLens MVP
Shipped opportunity radar covering top 10 marketing apps with sub-2 minute discovery time.
Team principles
Evidence-first decisions
Every recommendation is backed by fresh review excerpts you can trace.
Speed over vanity
We favour 1-page narratives and actionable playbooks over ornate dashboards.
Transparent roadmaps
Stage plans live in public docs so customers always know what’s next.
Privacy & compliance
Our crawlers respect robots, rate limiting, and store-only public content.