Reworkd vs Manus AI

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

Manus AI leads in AI visibility (63 vs 20)

Reworkd

EmergingInfrastructure

Cloud Services

SF YC S23 multimodal LLM web scraping agents extracting structured data from thousands of sites; $4M total (Paul Graham/Nat Friedman/General Catalyst seed 2024) by AgentGPT team competing with Apify and Bright Data for AI-powered enterprise web data extraction.

AI VisibilityBeta
Overall Score
D20
Category Rank
#42 of 85
AI Consensus
46%
Trend
up
Per Platform
ChatGPT
12
Perplexity
15
Gemini
26

About

Reworkd is a San Francisco-based AI web data extraction company — backed by Y Combinator (S23) with $4 million in total funding including a $2.75 million seed round in 2024 from Paul Graham, Nat Friedman, Daniel Gross, SV Angel, General Catalyst, and Panache Ventures, following a $1.25 million pre-seed from YC in 2023 — providing data engineering teams, AI researchers, and enterprise data operations with multimodal LLM-powered agents that autonomously extract structured data from thousands of websites at scale. Founded in 2023, Reworkd previously built AgentGPT (a viral autonomous AI agent platform that reached 100,000+ daily users), then pivoted to enterprise web scraping as the more commercially durable application of autonomous AI agents for data extraction workflows.

Full profile

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
#42
Category Rank
#1
46
AI Consensus
66
up
Trend
up
12
ChatGPT
66
15
Perplexity
64
26
Gemini
54
31
Claude
69
11
Grok
64

Capabilities & Ecosystem

Capabilities

Only Reworkd
Cloud Services
Only Manus AI
Autonomous AI Agents

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