swarm_api_response.json
SCANNING...
01// POST /v2/scan • 2026-02-27T20:51:17Z
02{
03"scan_id": "swm_8f3a2c91",
04"species": {
05"primary": "Blattella germanica",
06"confidence": 0.9847,
07"alt_match": "Periplaneta americana",
08"alt_confidence": 0.0142
09 },
10"threat_level": "HIGH",
11"colony_probability": 0.78,
12"treatment_radius_ft": 24,
13"gps": { "lat": 37.7749, "lng": -122.4194 },
14"dispatch": {
15"eta_minutes": 47,
16"technician_id": "tech_R4X9",
17"licensed": true,
18"status": "EN_ROUTE"
19 }
20}

Every photo triggers a full-stack identification pipeline. 98.5% species accuracy across 2,400+ pest variants.

Live Property View

Snap the pest.
Watch it vanish.

AI identifies the species, maps the colony spread, and a licensed technician is en route — all before you've left the kitchen.

2 THREAT ZONES DETECTED
37.7749° N 122.4194° W
KitchenLiving RoomMaster BedBedroom 2BathGarageHall
HIGH THREAT
MED THREAT
CLEAR
See It Work on a Demo Property
Scroll to explore
German Cockroach·Formosan Termite·Norway Rat·Carpenter Ant·Brown Recluse·Bed Bug·American Cockroach·Fire Ant·House Mouse·German Cockroach·Formosan Termite·Norway Rat·Carpenter Ant·Brown Recluse·Bed Bug·American Cockroach·Fire Ant·House Mouse·German Cockroach·Formosan Termite·Norway Rat·Carpenter Ant·Brown Recluse·Bed Bug·American Cockroach·Fire Ant·House Mouse·German Cockroach·Formosan Termite·Norway Rat·Carpenter Ant·Brown Recluse·Bed Bug·American Cockroach·Fire Ant·House Mouse·
Feature 01 / Colony Prediction Engine

Colony Spread
Mapped in Seconds.

A single photo triggers probabilistic colony modeling across your entire property. The algorithm weights structural vulnerabilities, moisture signatures, and seasonal migration patterns to predict where the infestation will be in 48 hours.

Infestation Probability Map
HIGH RISK
LOW
HIGH

Accuracy Benchmarks

Species ID Accuracy98.5%
Colony Spread Prediction94.2%
False Positive Rate1.2%
Training Data Points2.4M

2,400,000+

Verified pest sighting records used to train the colony prediction model. Sourced from 14 university entomology labs.

Species Coverage
German CockroachFormosan TermiteNorway RatCarpenter AntBrown RecluseBed Bug+2,394 more
Feature 02 / Dispatch Algorithm
Avg. Dispatch Time
77min

From photo scan to technician en route. Measured across 18,400 dispatches in 2025.

Active Techs342

Licensed. Background-checked.

Coverage48

US states served

Dispatch Timeline — Live Trace
01Scan received+0:00
02Species confirmed+0:03
03Nearest tech located+0:08
04License verified+0:12
05Tech dispatched+0:47

The Right Tech.
The Right Minute.

Swarm's dispatch engine doesn't just find the nearest available technician — it matches species expertise, chemical certification, and live traffic data to guarantee the right specialist arrives with the right treatment loaded.

📍

Proximity + Traffic

Real-time routing avoids delays. We reroute if traffic changes mid-dispatch.

🔬

Species Certification Match

Termite jobs go to termite-certified techs. Every time. No generalists.

⚗️

Chemical Inventory Check

Confirms the tech's van has the exact treatment loaded before dispatch.

Rating & Recency Score

Techs with recent 5-star reviews for your species get priority weighting.

90-minute dispatch guarantee or your treatment is free.

Feature 03 / Use Cases
Modern suburban home exterior with well-maintained lawn at dusk
Homeowner

Found droppings in the attic at 11pm.

Tech arrived by 8:42am.

< 8 sec

Time to ID

47 min

Dispatch ETA

Same day

Treatment

Case Study

Marcus Chen heard scratching behind the drywall on a Sunday night. He snapped a photo of the droppings, Swarm identified Norway Rat with 97.1% confidence, and mapped two probable entry points. By morning, a licensed rodent specialist was on-site with exclusion materials already loaded.

What Swarm Did

1
Photo analyzed in 7.2 seconds
2
Colony probability mapped across property
3
Nearest certified specialist located
4
Treatment plan pre-loaded before arrival
Feature 04 / Live Stats + Interactive Demo
LIVE

0

Pests Identified This Week

LIVE

0

Active Dispatches Right Now

LIVE

0.0%

Identification Accuracy

See It Work on a
Demo Property.

Tap any room below to trigger a simulated Swarm scan. Watch the algorithm identify, classify, and generate a treatment plan in real time.

Demo Property — Tap a Room

Tap a room to scan

Click any room on the floorplan to see Swarm's identification algorithm in action.

Ready to scan your actual property?

Free forever for first scan. No card required.