Waterplan vs Manus AI

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

Manus AI leads in AI visibility (63 vs 25)
Waterplan logo

Waterplan

EmergingData & Analytics

General

San Francisco AI water risk platform for multinationals quantifying financial exposure from water stress; $18.5M YC and Google-backed serving Coca-Cola and Diageo for SEC climate disclosure and TCFD water risk reporting.

AI VisibilityBeta
Overall Score
D25
Category Rank
#795 of 1158
AI Consensus
53%
Trend
up
Per Platform
ChatGPT
34
Perplexity
36
Gemini
23

About

Waterplan is a San Francisco-based climate technology company providing an AI-powered water risk intelligence platform that helps multinational corporations identify, quantify, and mitigate water-related financial risks across their industrial operations and supply chains. Founded in 2020 and backed by $18.5 million raised from Y Combinator, Google for Startups, and environmental investors including Leonardo DiCaprio's fund, Waterplan serves major corporations including Coca-Cola, Diageo, Colgate-Palmolive, and AB InBev — consumer goods companies where water access directly impacts production continuity and sustainability reporting obligations.

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

25
Overall Score
63
#795
Category Rank
#1
53
AI Consensus
66
up
Trend
up
34
ChatGPT
66
36
Perplexity
64
23
Gemini
54
18
Claude
69
23
Grok
64

Key Details

Category
General
Autonomous AI Agents
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Manus AI
Autonomous AI Agents

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