Particle vs Carbon Robotics

Side-by-side comparison of AI visibility scores, market position, and capabilities

Carbon Robotics leads in AI visibility (79 vs 57)
Particle logo

Particle

ChallengerIoT & Hardware

General

IoT platform with cellular-connected hardware modules and cloud device management; complete stack from hardware to cloud for industrial connected product deployment.

AI VisibilityBeta
Overall Score
C57
Category Rank
#125 of 272
AI Consensus
80%
Trend
stable
Per Platform
ChatGPT
59
Perplexity
57
Gemini
62

About

Particle Industries is an IoT platform company providing cellular-connected hardware (microcontroller development boards and industrial-grade modules), device management software, and cloud services enabling businesses to build and deploy connected IoT products at scale. Founded in 2012 in San Francisco (originally as Spark), Particle raised over $55 million and serves thousands of businesses building everything from industrial equipment monitoring systems to agricultural sensors to smart retail displays.

Full profile
Carbon Robotics logo

Carbon Robotics

LeaderRobotics

General

Seattle precision ag laser weeding robot in 14 countries eliminating 10B+ weeds; $177M total ($70M Series D 2024 + $20M Series D-2 Giant Ventures) with LPM trained on 40M+ plants competing with Blue River Technology for herbicide-free precision we...

AI VisibilityBeta
Overall Score
B79
Category Rank
#20 of 272
AI Consensus
90%
Trend
stable
Per Platform
ChatGPT
83
Perplexity
80
Gemini
81

About

Carbon Robotics is a Seattle, Washington-based precision agriculture robotics company — backed with $177 million in total funding including a $70 million Series D in 2024 and a $20 million Series D-2 extension led by Giant Ventures — providing specialty crop farmers with the LaserWeeder: the world's first commercial AI-powered laser weeding robot that eliminates weeds using high-powered lasers guided by computer vision without chemical herbicides or manual labor. Operating in 14 countries across North America, Europe, and Australia, owned and operated by 100+ growers, with 10+ billion weeds eliminated since 2022, Carbon Robotics' Large Plant Model (LPM) — trained on 40+ million labeled plants from three continents — enables real-time identification and precision destruction of weeds growing between crop rows. Named to the 2024 CNBC Disruptor 50 and TIME's Top GreenTech Companies of 2024. Founded in 2018 by Paul Mikesell in Seattle.

Full profile

AI Visibility Head-to-Head

57
Overall Score
79
#125
Category Rank
#20
80
AI Consensus
90
stable
Trend
stable
59
ChatGPT
83
57
Perplexity
80
62
Gemini
81
53
Claude
81
58
Grok
84

Key Details

Category
General
General
Tier
Challenger
Leader
Entity Type
brand
brand

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.