guorn.com

What guorn.com does

Guorn.com (果仁网) is a no-code quantitative investment platform operated by Hangzhou Xunhan Technology Co., Ltd. (杭州迅涵科技有限公司), founded in 2014 and headquartered in Hangzhou, China. The company serves Chinese A-share retail investors who lack programming skills by providing a wizard-based visual strategy builder for stocks, funds, convertible bonds, and Beijing Stock Exchange securities. Its core product includes a factor library of 1,000+ system indicators covering valuation, financial, technical, macro, and analyst sentiment data, a historical backtesting engine capable of running full-market 10-year simulations in seconds, and conditional order and live trading modules.

The platform's underlying technology is a web-based quantitative toolkit with custom indicator composition (70+ functions), static/dynamic/synthetic stock pool management, multi-factor portfolio construction, and IC/IR factor analysis tools. Live trading execution is enabled through API integrations with two licensed Chinese brokerages — First Capital Securities (一创果仁) and Essence Securities (国投GRT, formerly Anxin Securities) — supporting automated order execution, position control, split-order handling, and WeChat push notifications for trade signals. Other technical components include genetic algorithm-based intelligent parameter optimization, conditional order monitoring, and a real-time intraday stock screening feature.

Guorn operates a freemium subscription model with three tiers: a free Research User tier with basic features from 2021 data, a VIP tier at 1,080 CNY/year unlocking 2007-present data, real-time WeChat push for up to 5 strategies, custom indicators, and data export, and a 至尊 (Supreme) tier at 6,998 CNY/year adding 500-stock portfolios, 20 WeChat-pushed strategies, 120 free intelligent optimizations, and AI assistant access. Secondary revenue streams include the 策略商城 (Strategy Marketplace), a two-sided platform where curated strategies are rented monthly at 200-500 CNY with a 60/40 platform/author revenue split, and a real-time screening add-on at 450-500 CNY/month. The company has raised approximately USD 2.07M across two disclosed funding rounds (China Soft Capital in 2015, Zhejiang Ningju in 2018) and monetizes a long tail of self-serve retail users acquired primarily through community forum engagement, video courses (including the 《十年十倍》 course with KOL 持有封基), WeChat official account content, and brokerage acquisition funnels that reward new account openings with 3-month strategy export trials.

Name

guorn.com

Legal name

杭州迅涵科技有限公司

Website

https://guorn.com

Company type

Private

Founded year

2014

Operating status

Operating

Headcount range

1–10 employees

Short description

Guorn.com (果仁网) is a no-code quantitative investment platform serving Chinese A-share retail investors with wizard-based strategy creation, a 1,000+ factor library, seconds-level 10-year backtesting, and automated live trading via integrated brokerages, monetized through tiered annual subscriptions, a strategy marketplace, and real-time screening add-ons.

Ownership category

akta.pro rank

Product category

Quantitative Investment Platform

NAICS

Securities and Commodity Contracts Intermediation and Brokerage (5231), Portfolio Management and Investment Advice (523940), Securities, Commodity Contracts, and Other Financial Investments and Related Activities (523), All Other Financial Investment Activities (52399)

SIC

Security Brokers, Dealers & Flotation Companies (6211), Investment Advice (6282), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Algorithmic Trading & Execution Platforms (FSAFANAN)

akta.pro secondary industries

Digital Brokerage & Self-Directed Investing Platforms (FSAGAEAC), Execution-Only / Self-Directed Investing Platforms (FSAAAAAI)

Keywords

• Quantitative investing platform
• Algorithmic trading software
• Stock backtesting tools
• A-share strategy builder
• Automated trading signals

Headquarters

HQ city

Hangzhou

HQ country

China

HQ region

Asia

Offices1 record

Markets served

GTM type

B2C

Offering type

Software

Cost components

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

Revenue model

1. VIP Membership: Tiered subscription model: Free (Research) tier with basic features; VIP tier at 1080元/year with real-time data, WeChat push for up to 5 strategies, custom indicators, and data export; 至尊 (Ultimate) tier at 6998元/year with priority computing, up to 20 WeChat-pushed strategies, 500-stock portfolios, AI assistant, and 120 free intelligent optimizations.
2. Strategy Marketplace Subscription: Authors list high-quality strategies on the marketplace for recurring subscription (rented monthly by other users). Default price 200元/month, up to 500元/month, with author receiving 40% of revenue and platform 60%.
3. Real-time Stock Screening Add-on: Real-time stock screening function package priced at 500元/month, discounted to 450元/month for VIP members. Limited to 100 uses per day within validity period.
4. Live Trading Integration: Live trading services through partnered brokerages (First Capital Securities and Essence Securities). VIP/至崇 membership required for strategy export; Ultimate membership needed for real-time live trading export. New users opening accounts via platform QR code receive 3-month strategy export trial.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels5 records

Core offering

Guorn.com is a no-code quantitative investment platform that enables Chinese retail investors to build, backtest, optimize, and live-trade stock-selection and trading strategies on A-shares without programming. The platform provides a visual strategy builder, a curated factor library, real-time stock screening, brokerage-integrated live execution via partner brokers, and a strategy marketplace where users can subscribe to strategies published by other authors.

Product overview

果仁网 (Guorn.com) is a unified no-code quantitative investment-as-a-service platform that provides Chinese A-share retail investors and quant enthusiasts with an end-to-end toolkit spanning strategy creation, backtesting, optimization, and live brokerage execution. The core offering is the visual strategy building platform (核心策略平台), which includes a stock screening and ranking engine, a factor library of 1,000+ quantitative indicators, and a multi-year backtesting engine. This core is augmented by premium membership tiers (VIP at 1,080 CNY/year and 至尊/Supreme at 6,998 CNY/year) that unlock compute quotas, WeChat push, custom indicators, AI-assisted optimization, and brokerage API integrations for automated live trading. Secondary products include the 策略商城 (Strategy Marketplace) for monetizing shared strategies, the 实时选股 (Real-Time Screening) add-on, 条件单交易 (Conditional Order Trading), a custom indicator/formula builder, and stock pool management for investment universe definition. Integration with First Financial Securities (一创果仁) and Guotai Securities (国投证券) provides live trade execution.

Differentiator

Problem solved

Functional benefit

Products and services

• Guorn Quantitative Strategy Platform (果仁网核心策略平台) The flagship SaaS platform that lets individual Chinese retail investors design, backtest, and execute quantitative stock-selection and trading strategies on A-shares through a visual, no-code interface, with support for custom indicators, factor libraries, and risk controls.
• Real-Time Stock Screening (实时选股) A separately priced add-on to the core platform that delivers real-time, intraday condition-based stock screening on A-shares, alerting users to stocks that meet their quantitative criteria during market hours.
• Live Trading Integration (实盘交易) Brokerage-integrated live execution service connecting user strategies to partner brokers (First Capital Securities, Essence Securities, among others) for automatic strategy deployment, full-position trading, and conditional order trading on A-share accounts.
• Strategy Marketplace (策略商城) A subscription marketplace embedded in the platform where third-party strategy authors list quantitative strategies that other users can discover, follow, and subscribe to on a paid basis, with the platform taking a 60% revenue share from author earnings.

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability5 records

Feature8 records

Partnerships

Three partnerships are on record, tiered core and minor.

• 第一创业证券 (First Capital Securities) - 一创果仁coreChannel Partner/ Reseller/ DistributorOfficial strategic partnership where First Capital Securities provides a dedicated '一创果仁' trading platform for Guorn users to execute strategies exported from the Guorn platform. Users opening accounts via Guorn's QR code receive a 3-month trial of strategy export functionality. Users must have ≥100,000 RMB in their account (T-1 day) to enable quantitative trading permissions.
• 国投证券/安信证券 (Essence Securities) - 国投GRTcoreChannel Partner/ Reseller/ DistributorOfficial strategic partnership with Essence Securities (formerly Anxin Securities) providing the 国投智策 (GRT) platform for Guorn strategy execution. Users opening accounts via Guorn's QR code receive a 3-month trial of strategy export functionality. Requires T-1 day account assets ≥300,000 RMB for quantitative trading permission activation.
• 持有封基 (Author/KOL)minorGTM or Marketing PartnerCollaborative course partnership with prominent quantitative investor '持有封基' (雪球/聚思录大V, original Lenovo China Service Channel Director, 06-year investor with 27% annualized return, author of 《十年十倍,散户也可以学习的量化投资方法》). Jointly launched the '十年十倍、你也可以' quantitative investing video course. Course students receive a complimentary signed copy of the book and are directed to Guorn's platform for practice.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Emerging players

• Xueqiu (雪球): Chinese investment community and social platform where Guorn maintains an official presence. Overlaps with Guorn's community-led GTM motion and investor education focus, with growing quant-related content and tools that compete for retail investor attention.

Direct peers

• Uqer (优矿): Direct competitor providing Python-based quantitative research and backtesting platform for Chinese A-share market, with live trading and factor research capabilities targeting similar retail and semi-professional quant users.
• Ricequant (米筐科技): Direct competitor in the Chinese quant platform space offering strategy development, backtesting, and live trading integration with brokerages. Targets similar retail-to-institutional quant investor segment in China.
• BigQuant: Direct competitor offering AI-powered quantitative investment platform for Chinese retail investors, with overlapping features in strategy building, backtesting, factor libraries, and live trading integration. Competes for the same no-code quant user segment.
• JoinQuant (聚宽): Direct competitor in the Chinese no-code/Python quantitative investment platform space for retail investors. JoinQuant offers similar strategy creation, backtesting, and live trading functionality over A-share data, and is referenced in Guorn's own friend links section.

Others

• Zhihu (知乎): Chinese knowledge-sharing platform where Guorn maintains a presence for educational content marketing and quant investing discussion. Functions as an ecosystem/GTM channel rather than a direct competitor, but increasingly hosts investment-related content that competes for retail investor mindshare.

Broad incumbents

• East Money (东方财富): Largest Chinese retail investing platform with integrated brokerage, fund distribution, and quantitative tools. Competes at the broad retail-investor layer and offers increasingly sophisticated quant features, posing an incumbent threat across Guorn's user segments.
• Wind Information (万得): Dominant Chinese institutional financial data and analytics provider. While primarily serving institutions, Wind increasingly extends into prosumer/retail tools and represents the upper-end competitive threat with deeper data and analytics.
• TongDaXin (通达信): Established incumbent in Chinese retail trading software, used by tens of millions of Chinese retail investors for technical analysis. Guorn explicitly targets zero-learning-curve migration from TongDaXin users, making it both a feeder source and a competitor for technical-analysis-oriented retail traders.
• Tonghuashun iFinD (同花顺): Major Chinese retail trading and information platform with extensive market data, technical analysis, and increasingly strategy/quant tools. Represents a broad incumbent with significant mobile presence that Guorn lacks.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds2 records

Investors2 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 guorn.com