# Questflow vs Surf

Questflow records 0 monthly visits with 0% month-over-month growth and Contact for Pricing pricing. Surf records 116,252 monthly visits with -18.9% growth and Free, Pro, Max, API credits pricing.

| Metric | [Questflow](https://openaitools.app/tool/questflow) | [Surf](https://openaitools.app/tool/surf) |
| :--- | :--- | :--- |
| Website URL | https://questflow.xyz | https://asksurf.ai |
| Categories | AI Agent, Blockchain, Web3, AI Workflow | AI Crypto, AI Copywriting, AI Creative Writing, AI For Finance |
| Pricing Model | Contact for Pricing | Free, Pro, Max, API credits |
| Monthly Visits | 0 | 116,252 |
| MoM Growth Rate | 0% | -18.9% |
| Primary Market | Global | South Korea |
| Direct Visits | 0 | 88,813 |
| Review Score | 4.4 | 4.2 |
| Saved Count | 4 | 0 |
| Supported Platforms | Website | Website |

## Questflow

Questflow is an AI finance agent aimed at investors who want to participate in markets with agent assistance rather than manual screen-watching. The core idea is that top-investor strategies can be packaged as AI Agents that you compare on performance, risk, deposits and capacity, then choose to follow with your own capital. Instead of a single opaque algorithm, Questflow gives you an agent environment with selectable models, skills and data plug-ins.

The platform describes itself as a persistent intelligence environment rather than a stateless trading bot: every signal, decision, risk rule and trade it processes makes the agent more useful over time. A 'financial harness' structures this into four layers — Models determine how the agent reasons, Skills define the strategy it applies, Plugins bring in the financial world's data, and Accounts let it move from analysis to execution through exchange, brokerage or wallet connections you authorise.

Risk control is a central part of the pitch. Questflow repeatedly states it is the brain and not the vault: your assets stay in your own wallet, trading scope is bounded by markets, sizes and permissions you approve, and a kill switch lets you stop the agent when the thesis no longer holds. Headquartered under QF Corporation, the product carries a vision and benchmark section on its site alongside pricing and documentation.

**Pricing & Plans:** Pricing is not published openly on the homepage — Questflow routes users through an app download and a pricing/contact section, so commercial terms are confirmed on request or inside the app.

- **Model selection per scenario:** Choose the reasoning model for your agent, switching freely between general models like GPT, Claude and Gemini according to whether you are analysing, researching or trading.
- **Trading and investing Skills:** Install official Skills or upload your own to encode trading strategies, investment systems and analytical frameworks, building a bespoke AI investment framework.
- **Financial data plugins:** Plugins connect financial data sources, news, market data, on-chain signals, deep research and social media so the agent reasons from current information.
- **Connected accounts and execution:** Link exchanges, brokerages and wallets so the agent can read balances, analyse exposure and execute natural-language or automated trades through accounts you authorise.
- **Self-custody and scoped permissions:** Your wallet stays yours, market and size limits are approved by you, and a kill switch pauses the agent when the strategy no longer fits.

**Strengths:** Combines model choice, strategy Skills, data plugins and execution in one agent environment; Comparison of AI agents by performance, risk, deposits and capacity supports informed following; Self-custody plus scoped permissions and a kill switch address a major concern with automated trading; Supports leading reasoning models such as GPT, Claude and Gemini, switchable by scenario

**Limitations:** Financial-agent investing carries market risk that no amount of AI orchestration removes; Effective use requires connecting wallets and brokerage accounts, which not every investor will want to do; Public information about pricing, supported venues and regulatory status is still thin

[Profile (Markdown)](https://openaitools.app/tool/questflow.md)

## Surf

Surf positions itself as the intelligence layer for open financial markets. The core experience is conversational: you ask a question about a token, a protocol, a company, or a market move, and the system returns an answer grounded in live market feeds, onchain events, SEC filings, and news, with the underlying sources cited so you can verify the reasoning. Around that chat experience, Surf layers a set of named products such as CryptoPulse and Cryptopedia, plus an in-browser Studio for building analysis.

What separates Surf from a generic chatbot is the data plumbing behind it. The company says its datasets are kept current, structured, and unified across fragmented sources before any model touches them, which matters because much of crypto data is scattered across exchanges, chains, and regional venues. Surf also highlights its coverage of hard-to-source markets, including multilingual Asian centralized exchange data, as a differentiator for institutional research.

For builders, Surf exposes the same intelligence through an API, an MCP server, a CLI, and reusable agent skills, so a research desk can embed crypto and equities context directly into its own agents and internal tools. Surf states it is used by more than 500,000 users across 700-plus organizations, and its developer layer is documented separately for teams that want to integrate rather than click. Surf is operated by Cybertino Inc. and is not affiliated with any exchange or broker; outputs are research assistance, not investment advice.

**Pricing & Plans:** Surf publishes a tiered pricing page covering Free, Pro, and Max plans alongside API credit packages, with annual billing options and Studio credits bundled at higher tiers. Exact figures change over time, so check the official pricing page before purchasing.

- **Cited conversational analyst:** Ask questions about tokens, protocols, or equities in plain language and receive answers backed by visible sources rather than unsupported assertions.
- **Unified multi-source data:** Market prices, onchain events, SEC filings, and news are normalized into one structured layer so the model reasons over consistent inputs.
- **Developer integration layer:** API, MCP server, CLI, and agent skills let teams wire Surf intelligence into their own agents, dashboards, and internal research workflows.
- **CryptoPulse and Cryptopedia products:** Purpose-built modules for tracking market-moving developments and for looking up structured context on projects and assets.
- **Coverage of hard-to-source markets:** Surf emphasizes structured multilingual data from Asian centralized exchanges, a category many Western data vendors handle poorly.

**Strengths:** Answers come with citations, which makes verification practical rather than a leap of faith.; Covers both onchain crypto data and US equities in a single interface, useful for cross-asset research.; Genuine developer surface area: API, MCP, CLI, and agent skills, not just a chat box.; Institutional framing and published case studies signal real deployments with funds and exchanges.

**Limitations:** It is a research and intelligence tool, not a trading or execution venue, so it will not place orders for you.; Deeper data access and higher usage tiers sit behind paid plans and API credits.; Coverage quality varies by asset and venue; niche or thinly traded markets may return thinner answers.

[Profile (Markdown)](https://openaitools.app/tool/surf.md)

## Frequently Asked Questions

### How do Questflow and Surf compare in monthly traffic?

Questflow has 0 monthly visits, while Surf has 116,252. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Questflow has a month-over-month growth rate of 0%; Surf has -18.9%.

### How does pricing compare?

Questflow: Contact for Pricing. Pricing is not published openly on the homepage — Questflow routes users through an app download and a pricing/contact section, so commercial terms are confirmed on request or inside the app. Surf: Free, Pro, Max, API credits. Surf publishes a tiered pricing page covering Free, Pro, and Max plans alongside API credit packages, with annual billing options and Studio credits bundled at higher tiers. Exact figures change over time, so check the official pricing page before purchasing.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Automate work across thousands of apps — no code required | [.md](https://openaitools.app/tool/zapier-com.md) |
| 2 | [LuxAlgo](https://openaitools.app/tool/luxalgo) | 985,376 | +9.8% | Freemium, Free Trial, Paid | AI trading indicators, real-trade orderflow and charts in one platform | [.md](https://openaitools.app/tool/luxalgo.md) |
| 3 | [MacroMicro](https://openaitools.app/tool/macromicro) | 928,258 | +22.5% | Freemium, Paid | Global macro data and AI research platform for smarter economic decisions | [.md](https://openaitools.app/tool/macromicro.md) |
| 4 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Build, share, and control AI agents that actually do the work | [.md](https://openaitools.app/tool/gumloop.md) |
| 5 | [Aime](https://openaitools.app/tool/aime) | 260,428 | +11.4% | Freemium | AI investing copilot for stock research, screening and market signals | [.md](https://openaitools.app/tool/aime.md) |
| 6 | [Composer](https://openaitools.app/tool/composer-your-ai-copilot-for-trading) | 219,564 | +11.8% | Freemium, Paid | AI-assisted, no-code automated trading strategies you can backtest and run | [.md](https://openaitools.app/tool/composer-your-ai-copilot-for-trading.md) |
| 7 | [Intellectia.Ai](https://openaitools.app/tool/intellectia-ai) | 171,347 | +18% | Free Trial, Paid | AI-driven market analysis for faster, data-backed investing decisions | [.md](https://openaitools.app/tool/intellectia-ai.md) |
| 8 | [Tradytics](https://openaitools.app/tool/tradytics-com) | 103,044 | -9.9% | Freemium, Free Trial | Options flow, dark pools and dealer gamma with an AI analyst built in | [.md](https://openaitools.app/tool/tradytics-com.md) |
| 9 | [LunarCrush](https://openaitools.app/tool/lunarcrush-com) | 69,001 | -9.1% | Paid | Real-time social sentiment and market intelligence across 40+ categories | [.md](https://openaitools.app/tool/lunarcrush-com.md) |
| 10 | [SureThing](https://openaitools.app/tool/surething) | 63,170 | +21.1% | Freemium | Autonomous AI agents that run real business workflows end to end | [.md](https://openaitools.app/tool/surething.md) |

---
Source: https://openaitools.app/compare/questflow-vs-surf

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)