kapa.ai vs Manus AI

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

Manus AI leads in AI visibility (63 vs 20)
kapa.ai logo

kapa.ai

EmergingProfessional Services

General

US YC W23 AI technical support bot answering 5M+ developer questions for Docker, OpenAI, Grafana; $3.7M Initialized Capital seed Oct 2024 serving 200+ companies with documentation-trained AI competing with Mendable for developer support automation.

AI VisibilityBeta
Overall Score
D20
Category Rank
#891 of 1158
AI Consensus
74%
Trend
up
Per Platform
ChatGPT
23
Perplexity
19
Gemini
19

About

kapa.ai is a San Francisco-based AI technical support automation platform — backed by Y Combinator (W23) with $3.7 million in total funding including a $3.2 million seed in October 2024 led by Initialized Capital with Y Combinator and 12 angels — providing developer-facing companies (API vendors, SaaS platforms, open-source projects, and developer tools) with an AI assistant that automatically answers technical questions by synthesizing knowledge from documentation, tutorials, chat logs, GitHub issues, and Stack Overflow threads. Serving 200+ companies including Docker, OpenAI, Monday.com, Grafana, CircleCI, Silicon Labs, TomTom, and Mapbox, kapa.ai has answered 5 million+ developer questions, reducing the engineering time spent on repetitive support requests.

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

20
Overall Score
63
#891
Category Rank
#1
74
AI Consensus
66
up
Trend
up
23
ChatGPT
66
19
Perplexity
64
19
Gemini
54
13
Claude
69
24
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

Track AI Visibility in Real Time

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