A finished research run on an example topic, shown in full — the findings, the sources behind them and the product versions are all the run's own output, except that a product name may have been changed where it matched an existing brand.
Untapped Quick win
RackRunner
A narrow sizing and wiring advisor built specifically for home server racks, NAS setups, and networking gear that need graceful-shutdown runtime rather than whole-home coverage.
What to build
MVP
A calculator that takes rack wattage draw and desired shutdown buffer time, then outputs a specific small-UPS or battery-inverter bill of materials with wiring steps, targeted at r/homelab and r/selfhosted communities.
Why it can be better
No existing calculator or whole-home marketing page addresses this always-on, low-wattage, long-runtime use case; buyers currently get ignored by fridge/HVAC/EV-focused tools built by every major competitor.
Revenue model
Affiliate commission on recommended UPS/battery hardware plus a paid 'wiring guide' add-on for safe panel tie-in.
Target user
Home-lab hobbyists and remote workers running NAS or server racks who need shutdown-safe backup, not whole-home coverage.
Context
The opportunity this answers
Build a brand-agnostic backup-sizing and load-matching advisor that recommends the exact battery, inverter, and panel setup for a specific home.
Why now
Backup brands have just pivoted from single-purpose portable power stations to whole-home marketing, splitting the market into incompatible tiers right as low-upfront-cost entrants like Base Power change the economics of adoption, so buyers face more confusing choices exactly when volatile, storm-driven search spikes push them to decide fast without any neutral way to compare branded tiers against their actual home loads.