SearchCircle
A coordination platform that police departments, neighborhood associations, and volunteer groups spin up within minutes of a missing-person alert — replacing the improvised spreadsheets and group-text chaos seen in recent cases.
Police search coordinators and neighborhood volunteer organizers during missing-person incidents
- Pre-built incident templates (child, vulnerable adult, dementia patient) with role-specific guidance like 'do not approach' for non-verbal individuals
- Property-by-property task board for vacant homes, garages, sheds, and outbuildings — assigns each address to a named volunteer and logs check-in/out times
- Centralized footage intake: a public link where Ring/doorbell owners upload clips without creating accounts, automatically tagged by address and time
- Real-time map showing cleared vs. uncleared zones, with a printable hand-off packet for shift changes
The Parker Wells search specifically had realtors coordinating via a hand-built spreadsheet while police sifted through 2,000+ camera clips from 175 locations. That gap is a software problem, and it repeats in nearly every extended search.
Parker Wells is a real active search (Calgary, July 2026) with realtors and volunteers self-organizing to comb properties, confirming the improvisation problem, but the addressable market is episodic and tied to specific incidents.Calgary realtors join forces to help search for missing 11-year-old boy ↗Organize a Missing Person Search: Steps, Tools & Safety | PubSafe ↗
Multiple incumbents already serve this niche: PubSafe (GPS/volunteer coordination for SAR), Trace Labs (OSINT crowdsourcing), Reunait (AI-powered search), and Justice Compliance's Missing Persons Management System — not a wide-open market.PubSafe — Search Party App ↗Trace Labs | Crowdsourced OSINT to Find Missing People ↗Reunait | AI-Powered Missing Person Search Platform ↗Missing Persons Management System - Justice Compliance ↗
PubSafe leads with a free tier and Pro upgrade; police procurement is slow, volunteer/neighborhood groups have near-zero budget, and usage spikes per incident make stable ARR difficult.PubSafe Search Party App Features & Pricing ↗Trace Labs | Crowdsourced OSINT to Find Missing People ↗
Missing-person incidents are a persistent problem and recent coverage (Parker Wells, mental-health-of-volunteers story) keeps the pain top-of-mind, but buyer churn could be high as departments rotate coordinators.Mental health of first responders, volunteers also a priority as search for Parker enters day 8 ↗
Basic coordination (chat, map, volunteer sign-up, CCTV clip triage) is buildable, but selling into law enforcement typically requires CJIS/FedRAMP-style compliance, interop with CAD systems, and long sales cycles.Missing Persons Management System - Justice Compliance ↗PubSafe — Search Party App ↗