DisputeNinja vs Manus AI

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

Manus AI leads in AI visibility (63 vs 26)
DisputeNinja logo

DisputeNinja

EmergingFinance

General

San Francisco AI chargeback dispute automation for Stripe merchants recovering 2x revenue; YC-backed 2025 company with 200+ merchants competing with Chargebacks911 for e-commerce chargeback management.

AI VisibilityBeta
Overall Score
D26
Category Rank
#782 of 1158
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
27
Perplexity
28
Gemini
18

About

DisputeNinja is a San Francisco-based fintech company providing AI-powered chargeback dispute automation for e-commerce merchants on Stripe — enabling Stripe merchants to automatically respond to card payment chargebacks with AI-generated dispute packages that recover revenue lost to fraudulent or erroneous chargeback claims. Founded in 2025 and backed by Y Combinator, DisputeNinja serves 200+ Stripe merchant customers who have collectively recovered hundreds of thousands of dollars in previously lost chargeback revenue, targeting the 1% average chargeback rate that costs US e-commerce merchants an estimated $40 billion annually.

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

26
Overall Score
63
#782
Category Rank
#1
66
AI Consensus
66
up
Trend
up
27
ChatGPT
66
28
Perplexity
64
18
Gemini
54
30
Claude
69
33
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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