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 collect and aggregate consumer-robot specifications, features, sensor suites, battery capacity, docking behavior, pricing, and availability. Records without a complete source package are labeled Provisional.
Step 02
We Score
Every scored robot receives a versioned Robot Autonomy Index (RAI) score — a 0–100 rating built on four equally weighted 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 Compare
We compare retailer prices, availability, firmware updates, and new product releases. Our buying data shows which robots are gaining momentum and which models deserve a closer look.
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, evidence labels, and editorial summaries so you can make the right call.