The catalogue

Opportunities

A small set of demonstration opportunity reports showing the shape the platform will produce from real research. Filter, compare, and open any report to see the evidence and score behind it.

Demonstration data. These reports are hand-authored examples of the report format, not the output of a live research run. See each report's evidence section for details.
3 opportunities
63.9
On-call alerting tools assume a team that a solo SaaS founder doesn't have
Solo and two-person SaaS founders get paged by generic incident-alerting tools built for teams with rotations, and end up either ignoring alerts or burning out from always-on vigilance.
Solo technical founders and very small (1-3 person) SaaS teams running their own infrastructure.
3 signals 3 source types researched 20 Jul 2026
Developer tools / infrastructure persistent medium confidence medium complexity medium competition
57.8
Freelancers lose unbilled hours chasing their own overdue invoices
Independent freelancers and tiny agencies spend recurring, unpaid time manually tracking and chasing overdue client invoices instead of billing for new work.
Solo freelancers and agencies under ~5 people who invoice clients directly rather than through a platform that handles collections.
2 signals 2 source types researched 10 Jul 2026
Freelance / small business operations persistent medium confidence low complexity high competition
52.3
Small teams can't tell if their analytics setup is actually privacy-compliant
Indie hackers and small teams shipping to EU/UK/California users aren't confident their analytics and cookie setup meets GDPR/CCPA requirements, and lack an affordable way to check.
Indie hackers and small teams (1-10 people) without in-house legal or compliance staff, shipping consumer-facing products.
2 signals 2 source types researched 22 Jul 2026
Developer tools / compliance emerging low confidence medium complexity medium competition