AutoGrid vs Manus AI

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

Manus AI leads in AI visibility (63 vs 36)
AutoGrid logo

AutoGrid

EmergingClimate & Energy

DER Flexibility Management

Uplight-acquired DERMS and VPP platform managing 3,500 MW of flexibility for National Grid and NextEra; $160M raised at $22.9M revenue enabling utilities to orchestrate batteries, EVs, and smart loads for grid balancing.

AI VisibilityBeta
Overall Score
D36
Category Rank
#1 of 1
AI Consensus
84%
Trend
up
Per Platform
ChatGPT
30
Perplexity
34
Gemini
31

About

AutoGrid is a Redwood City, California-based energy flexibility management software company — acquired by Uplight (Boulder-based energy technology company) in 2023 after raising $160 million from investors including GE Ventures, Envision Energy, Eneco, and ENGIE — providing utilities, energy retailers, and grid operators with AI-powered distributed energy resource management (DERMS), virtual power plant (VPP) orchestration, and demand flexibility platforms that aggregate and dispatch batteries, electric vehicles, HVAC systems, and industrial loads to balance grid supply and demand in real time. AutoGrid generated $22.9 million in revenue prior to acquisition and deployed technology managing 3,500 MW of flexibility capacity and 37,000 MWh of energy storage, serving customers including National Grid, NextEra Energy, and Pacific Gas & Electric.

Full profile
Manus AI logo

Manus AI

ChallengerAI & Machine Learning

Autonomous AI Agents

General-purpose autonomous AI agent. $125M+ revenue run rate. Acquired by Meta for $2B+ (Dec 2025). Founded 2022, China/Singapore. MIT Innovators Under 35.

AI VisibilityBeta
Overall Score
B63
Category Rank
#1 of 2
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
66
Perplexity
64
Gemini
54

About

Manus AI is a general-purpose autonomous AI agent developed by Butterfly Effect Pte Ltd, founded in 2022 by Yichao "Peak" Ji and Xiao Hong. Relocated from China to Singapore (mid-2025). Launched March 6, 2025, autonomously handling complex tasks like market research, coding, data analysis, and content creation without human intervention.

Full profile

AI Visibility Head-to-Head

36
Overall Score
63
#1
Category Rank
#1
84
AI Consensus
66
up
Trend
up
30
ChatGPT
66
34
Perplexity
64
31
Gemini
54
28
Claude
69
34
Grok
64

Key Details

Category
DER Flexibility Management
Autonomous AI Agents
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only AutoGrid
DER Flexibility Management
Only Manus AI
Autonomous AI Agents

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