What Questflow does

Questflow (operating entity QF Corporation, also doing business as Questflow Labs) is a private, US-headquartered (Emeryville) AI agent orchestration platform founded in 2022 with a 1-10 employee team. The company enables users to configure, deploy, and manage multi-agent AI workflows—described by the company as "AI agent swarms"—targeted at agentic trading in stocks, crypto, and prediction markets, as well as content monetization. Its core product stack includes TARS (a conversational AI interface), Facilitator (an x402 multi-chain payment facilitator), the Developer Platform (qdp/), and the A2A Hub marketplace for agent discovery. Underlying the platform is a multi-model, multi-agent architecture supporting both Google (Gemini) and OpenAI (GPT) ecosystems, with native integration of the x402 payment protocol (HTTP 402) and a proprietary AgentUSD stablecoin for AI agent transactions.

Questflow monetizes through platform transaction fees on agent transactions, Quest trading, creator interactions (pay-to-view, subscriptions, copy trading, tips, and Ask the Clone prompts), AgentUSD minting/redemption processing fees, and pass-through blockchain gas fees. Pricing is pay-as-you-go with rates set by individual Creators and platform fees applied across all transactions; no public pricing tiers exist. Go-to-market is product-led and community-led, distributed globally (excluding a significant list of restricted jurisdictions including the US) through self-serve web access, developer tools, social channels (X, Discord, Telegram, LinkedIn, Product Hunt, TikTok), and the A2A Hub marketplace.

The company has raised approximately $8M across funding rounds (including a $6.5M round in July 2025 led by cyber•Fund with Animoca Brands, HashKey Capital, Delphi Labs, White Star Capital, Tezos, and others, and a $1.5M round in July 2024 led by MiraclePlus). Strategic partnerships with Mantle Network (Layer-2 blockchain integration, October 2025) and BitsLab (security infrastructure, November 2025) anchor its Web3 expansion, and it was named to CB Insights' Future Tech Hotshots 2025 list. Founders Bob Xu (CEO) and Carney Chu (CTO) lead the team.

Name

Questflow

Legal name

QF Corporation

Website

https://questflow.ai

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Ownership category

akta.pro rank

Product category

AI Agent Orchestration Platform

NAICS

Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518), Computer Systems Design and Related Services (54151)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)

akta.pro primary industry

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)

akta.pro secondary industries

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Model Deployment, Serving & Inference Platforms (HDAAABAF), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)

Keywords

• AI agent orchestration
• Multi-agent workflows
• Web3 payment infrastructure
• AI development platform
• Decentralized agent infrastructure

Headquarters

HQ city

Emeryville

HQ country

United States

HQ region

North America

Markets served

GTM type

B2C

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. Platform Transaction Fees: Questflow charges platform fees on all transactions made via the Platform, including AI agent transactions, Quest trading, and Creator Interactions. Fees are denominated in Supported Tokens including AgentUSD and other digital assets.
2. Creator Content Purchases: Revenue from Members purchasing Content Access Rights through Pay-to-View (one-time payments to unlock Creator content), Subscriptions (recurring fees for monthly AI Clone access), and Copy Trading payments.
3. Creator Tips and Interactions: One-time payments from Members rewarding Creators via tips, and Ask the Clone interactions where Members pay to provide prompts to AI Clones.
4. AgentUSD Minting/Redemption: Processing fees associated with minting AgentUSD stablecoins by swapping stablecoins (USDC, USDT) and redeeming AgentUSD through the Platform.
5. Gas/Third Party Fees: Collection and pass-through of blockchain gas fees and third-party fees for on-chain transactions, swaps, bridges, and interactions with Dapps like Polymarket.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels9 records

Core offering

Questflow operates an AI-enabled multi-agent orchestration platform that enables users to configure, deploy, and monetize autonomous AI agents for trading stocks and crypto, prediction markets, and content creation. The platform combines a multi-model architecture supporting Google and OpenAI ecosystems with native Web3 payment infrastructure (x402 protocol and AgentUSD stablecoin) to facilitate autonomous on-chain transactions. Creators can launch personalized AI Clones and Quests that Members can access via subscriptions, pay-to-view content, copy trading, and tipping mechanisms.

Product overview

Questflow is an AI-enabled agent orchestration platform for agentic trading, content, and community. The platform operates a multi-model, multi-agent architecture supporting AI agents for stocks, crypto, and prediction markets. The core platform includes TARS (conversational AI interface for task automation), Facilitator (x402 multi-chain payment facilitator), and the Creator system (AI Clones and Quests). Supporting infrastructure includes the Developer Platform (agent design and deployment), A2A Hub (agent discovery), GDP (real-time on-chain transaction tracking), and Feedback tools (roadmap and changelog). The platform uses x402 payment protocol with AgentUSD stablecoin for on-chain transactions and supports integration with Mantle Network and BitsLab security infrastructure. Creators deploy AI Agents and AI Clones to generate content and manage Quests, while Members pay for content access through subscriptions, pay-to-view, copy trading, tips, and Ask the Clone services.

Differentiator

Problem solved

Functional benefit

Products and services

• Questflow Platform Core AI-enabled agent orchestration platform for agentic trading across stocks, crypto, and prediction markets, with multi-chain x402 payment infrastructure and a creator-member content economy. Targets AI agent creators, individual traders, and community members.
• TARS Conversational AI chat interface that lets users automate tasks and interact with AI Agents through natural language. Available to Creators, Members, and developers on the Questflow platform.
• Facilitator x402 multi-chain payment facilitator that enables AI-driven on-chain transactions and payment flows across multiple blockchain networks for autonomous AI agent payments.
• Developer Platform Self-serve developer platform for designing and deploying custom AI agent swarms and automated workflows, supporting multi-model architecture across Google and OpenAI ecosystems.
• A2A Hub Marketplace for discovering and deploying pre-built AI agents, enabling users to find, evaluate, and integrate third-party and community-built agents.
• GDP (Global Data Platform) Real-time blockchain transaction tracking tool that lets users monitor on-chain activity, transactions, and settlement data across supported networks.
• AgentUSD Native stablecoin for AI agent transactions on the Questflow platform, mintable and redeemable by swapping supported digital assets including USDC and USDT, used for agent payments and platform settlements.

Quantifiable outcome

• 74% of enterprises using generative AI report ROI within first year
• +1 more outcomes

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability6 records

Feature5 records

Partnerships

Two partnerships are on record, tiered core.

• BitsLabcoreTechnology or Integration · 27 November 2025BitsLab partnered with Questflow to provide security infrastructure for the x402 payment ecosystem in the emerging multi-agent economy. BitsLab delivers Security APIs and BitsLab Safe Agent to protect on-chain payments and AI-Agent interactions across x402 and Questflow platforms, making security a default capability for developers building autonomous AI agent payment systems.
• Mantle NetworkcoreTechnology or Integration · 27 October 2025Questflow and Mantle Network integrated x402 Protocol into the Mantle ecosystem to bring AI-driven automation to Web3. The partnership enables Questflow's agent ecosystem to deliver x402-powered agents directly on the Mantle chain, introducing AI and efficiency across Web3 for seamless interactions between smart contracts, dApps, and users.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Virtuals Protocol: Protocol for launching and co-owning AI agents onchain with tokenized revenue. Directly competes with Questflow's AI Clone creator-economy and on-chain agent monetization, and is also a Questflow investor.
• Fetch.ai: Builds autonomous AI agents and a decentralized machine-learning network for agent-to-agent commerce. Closely overlaps with Questflow's agentic trading and agent-payment use cases on a Web3 stack.
• SingularityNET: Decentralized marketplace for AI services with on-chain payments and agent coordination. Comparable Web3 + AI services-and-payments thesis, though oriented more toward AI-service consumption than agentic trading.
• PayAI Network: x402-native payment facilitator enabling AI agents to transact across chains. Overlaps directly with Questflow's Facilitator product and x402 payment-protocol positioning.
• Autonolas (Olas): Decentralized network for autonomous AI agent coordination and co-ownership. Directly comparable to Questflow's multi-agent orchestration and on-chain agent monetization thesis, with overlapping focus on agent-to-agent services and Web3-native governance.
• Nevermined: Payments and monetization layer purpose-built for AI agents and autonomous services. Highly comparable to Questflow's x402 Facilitator and AgentUSD payment-rail strategy for the agent economy.

Broad incumbents

• CrewAI: Multi-agent orchestration framework for building collaborative AI agent crews. Competes with Questflow's Developer Platform / multi-agent architecture at the framework layer, but is Web2-centric and lacks the Web3 payment rail.
• LangChain (LangGraph): Widely adopted framework for building LLM-powered agents and multi-agent workflows. Competes with Questflow's orchestration layer as a developer platform, but without native crypto payments or agent marketplace.

Emerging players

• ElizaOS (ai16z): Open-source multi-agent framework with a tokenized agent economy. Comparable agentic-AI + Web3 thesis and also an investor in Questflow, positioning it as both adjacent and partially aligned.
• Skyfire: Payments platform enabling AI agents to autonomously pay for APIs and services using stablecoins. Closely aligned with Questflow's x402/AgentUSD agent-payment infrastructure thesis but focused on API monetization rather than trading.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/questflow
• YouTubeyoutube.com/@QuestflowLabs
• LinkedInlinkedin.com/company/questflow
• Instagraminstagram.com/questflowofficial
• TikToktiktok.com/@questflowlab

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds4 records

Investors22 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Questflow