How RobotSniper Works
From raw data to confident decisions — here's how we turn the chaos of consumer robotics into clear, actionable intelligence.
Step 01
We Index
We continuously collect and aggregate data on every consumer robot — specifications, features, sensor suites, battery capacity, docking behavior, and more. Our database covers robot vacuums, mops, lawn mowers, pool cleaners, and companion robots from every major manufacturer.
Step 02
We Score
Every robot receives our patent-pending Robot Autonomy Index (RAI) score — a 0–100 rating built on four pillars:
🗺️ Navigation
How well does it map and traverse your space?
👁️ Obstacle Avoidance
Can it detect and avoid objects in real time?
🤖 Automation
How little human input does it need to operate?
🔧 Maintenance Independence
Does it clean itself, empty its bin, and self-rescue?
Step 03
We Track
We monitor price history, availability, firmware updates, and new product releases in real time. Never miss a price drop or a newly launched model. Our trending data shows you which robots are gaining or losing momentum.
Step 04
You Compare
Use our head-to-head comparison tools to pit any two robots against each other. See side-by-side specs, RAI scores, price comparisons, and real-world performance summaries so you can make the right call.