Backyard Bite Audit
Homeowners upload photos of their yard and get a personalized West Nile prevention checklist flagging standing water, breeding sites, and entry points they may have missed.
suburban homeowners in mosquito-prone regions during summer months
- Photo scan that flags standing water, clogged drains, and uncovered containers
- Seasonal action plan (e.g., 'empty the bird bath every 3 days in July')
- Local mosquito-control spray schedule for the user's address
- Family-friendly repellent and protective clothing recommendations
Public health agencies are repeating the same 'remove standing water' message but most homeowners don't know what to actually look for in their own yard; an audit prompt turns a vague warning into a concrete checklist.
WNV demand is real but seasonal and region-specific: CDC reports 771 cases across 39 states in 2025 with 32% more deaths than typical and the earliest season start in over two decades, yet public-facing interest is concentrated in summer months in mosquito-prone states only.US West Nile 2025 Update: 771 Cases Across 39 States ↗Early, intense West Nile season may signal a severe year for the virus ↗
No consumer-facing photo-based AI audit app exists — the competitive landscape is dominated by free static PDFs from public health agencies (Erie County, Healthy Gallatin) and academic drone/AI research (VisText-Mosquito, Stanford) not yet productized for homeowners.West Nile Virus YARD & HOME CHECKLIST - Healthy Gallatin ↗VisText-Mosquito: A Unified Multimodal Dataset for Visual Detection ↗
Mosquito control services command $99+ per spray and the global market is $7.4B growing to $13.38B (6.8% CAGR), suggesting a B2B lead-gen or affiliate handoff to local pest-control firms is viable, but direct homeowner WTP for a one-off audit app vs. a free PDF is unproven.Global Mosquito Control Service Market Size, Share, and Industry Trends Forecast 2026-2036 ↗Mosquito Control Pricing Ontario 2026 | From $99 | BuzzSkito ↗
Climate-driven expansion of mosquito range and rising WNV severity support multi-year relevance, but the product is fundamentally seasonal (3–4 summer months/year) and geographically bounded, limiting compounding usage.West Nile virus deaths up by 32% in 2025 - American Medical Association ↗
Public-domain checklists and the VisText-Mosquito multimodal dataset exist, but reliable CV detection of small standing-water containers, clogged gutters, and entry points from casual phone photos remains a meaningful engineering challenge with non-trivial false-positive rates.VisText-Mosquito: A Unified Multimodal Dataset for Mosquito Breeding Site ↗