Advance Notice
The invaders are already here. We map the front line, track the spread, and tell you what’s coming for your yard, woods, water, and wallet.
Consumer-facing invasive species intelligence — county-by-county spread trackers, quarantine-zone maps, property-risk explainers, management playbooks, seasonal alerts, and weekly data journalism that translates fragmented federal, state, and citizen-science data into genuinely useful reporting.
Niche Explored
Invasive species frontline tracker — consumer-facing county-level intelligence on invasive species spreading across the U.S. (insects, plants, aquatic species), with identification guides, property risk assessments, economic damage scorecards, and actionable “what to do” content.
Existing Competition
- EDDMapS (eddmaps.org) — University of Georgia. The closest competitor. Has massive data but terrible UX: cluttered academic interface, no editorial content, no personality, no “near me” consumer experience. Login required for data download. Not a content site.
- PestTracker (pesttracker.org) — NAPIS survey maps by species/year. Government dashboard, zero consumer appeal. No editorial layer.
- iMapInvasives (state-level, e.g., NY, PA) — State-specific, fragmented, no unified experience. Professional tool, not consumer.
- USGS Siren (siren.fort.usgs.gov) — Beta USGS tool for screening invasive/non-native data. Research-oriented.
- Eat The Invaders (eattheinvaders.org) — Fun angle but narrow focus on eating invasive species. Not a data-driven tracker.
- Mental Floss interactive map — One-off article, not a maintained product.
Key gap: There is NO consumer-grade, beautifully designed, editorially sharp site that answers: “What invasive species are spreading near me, how fast, what damage are they doing, and what should I do?” The data exists across 5+ fragmented government databases. Nobody has synthesized it.
Data Sources Found
- GBIF Occurrence API — Global Biodiversity Information Facility. Free, open, massive. Query by species, location, date. JSON/CSV. 2+ billion records. Includes iNaturalist research-grade observations.
https://techdocs.gbif.org/en/openapi/v2 - iNaturalist API — 200M+ observations. Free. Query observations by taxon, location, date, invasive status.
https://api.inaturalist.org/v1/observations - USGS Nonindigenous Aquatic Species (NAS) API — Structured JSON API for invasive aquatic species sightings by state/county/species.
https://nas.er.usgs.gov/api/v2/ - EDDMapS Query Tools — Downloadable CSV data for invasive species by state/county. Login required for large downloads but individual queries are open.
https://www.eddmaps.org/tools/query/ - USDA APHIS Pest Tracker / NAPIS — Survey data for regulated pests (spotted lanternfly, spongy moth, Asian longhorned beetle, etc.). Maps and data at
https://pesttracker.org/ - USDA APHIS Quarantine Boundary GIS — Shapefiles and ArcGIS feature services for quarantine zones (spotted lanternfly, spongy moth, box tree moth).
https://www.aphis.usda.gov/aphis-ams-geospatial-hub - iNaturalist “introduced” filter — Can query specifically for observations flagged as introduced/invasive species.
- State extension services — Penn State, Cornell, Clemson, UMD all publish invasive species guides with identification photos and management advice.
SEO Analysis
- High-demand, low-competition keywords:
- “invasive species near me” — high volume, mostly served by one-off articles not tools
- “spotted lanternfly in [state]” — seasonal spikes (April-October), growing to 20+ states
- “Japanese knotweed identification” — year-round, property damage concern
- “invasive plants [state]” — state-specific landing pages could dominate
- “what invasive species are in my county” — zero good results currently
- “spotted lanternfly quarantine map” — federal quarantine exists but no consumer-friendly version
- Seasonal SEO: Massive spring/summer spike (April-September) when invasive insects hatch and plants emerge
- Year-round base: Property concerns, home buying, gardening, native plant restoration
- Long-tail moat: 3,000+ counties × dozens of priority species = hundreds of thousands of unique rankable pages
Communities
- r/invasivespecies — Active, growing subreddit. Constant “what is this?” and “is this invasive?” posts
- r/NativePlantGardening — 200K+ members, deeply engaged with invasive removal
- r/whatsthisbug — 1M+ members, frequent invasive species IDs
- r/gardening, r/landscaping — Regular invasive species threads
- iNaturalist community — 2M+ users globally, strong citizen science engagement
- Facebook groups — Dozens of state-level invasive species removal groups
- Master Gardener networks — County extension service volunteers, natural distribution channel
- “Eat the invaders” / invasivorism movement — US Fish & Wildlife promoted eating invasive species in Feb 2025, National Geographic and Smithsonian covered it. Growing trend.
Image/Graphic Feasibility
- Excellent. Invasive species are visually dramatic:
- Species cards with identification photos (Creative Commons from iNaturalist)
- County/state heat maps of invasion spread over time (animated progression maps)
- Quarantine zone maps with current boundaries
- “Frontline” progression maps showing year-over-year spread
- Economic damage scorecards with infographic-style numbers
- Seasonal risk calendars (when to look for what)
- Before/after native habitat photos
- AI-generated editorial illustrations for mascot and feature graphics
- iNaturalist photos are CC-licensed and programmatically accessible via API
Economic Scale
- Invasive species cost the U.S. an estimated $21+ billion per year (USFWS)
- Some estimates put total cumulative costs at $120+ billion since 1960
- Spotted lanternfly alone: potential $500M/year in Pennsylvania, $8M+ over 3 years for NY grape industry
- Invasive carp: hundreds of millions in management costs
- Japanese knotweed: can reduce UK property values by 10-15%, increasingly a concern in eastern US
Sources
- https://techdocs.gbif.org/en/openapi/v2
- https://api.inaturalist.org/v1/
- https://nas.er.usgs.gov/api/v2/
- https://www.eddmaps.org/tools/query/
- https://pesttracker.org/
- https://www.aphis.usda.gov/data-visualization-tools
- https://www.aphis.usda.gov/aphis-ams-geospatial-hub
- https://www.invasivespeciesinfo.gov/subject/economic-and-social-impacts
- https://fws.gov/story/2025-02/eat-invaders
- https://link.springer.com/article/10.1007/s10530-025-03611-7
- https://news.cornell.edu/stories/2025/01/spotted-lanternflies-could-cost-nys-grape-industry-millions