About AI Trade Lab

About this site #

You want to use AI to read the market — but can't tell which AI is actually expert vs. which is just a thin wrapper? AI Trade Lab maps the capabilities and limits of 7+ AI tools (ChatGPT / Claude / Gemini / Grok and more) from their official documentation and public sources, tells you by scenario which one fits better — day trading, swing, DeFi research, on-chain analysis — and gives you comparison methods you can run yourself.

We also spell out what AI can't do, when it hallucinates, and where the real risks are. No price predictions, no signals, no auto-trading on your behalf — AI is bad at all of that.

About PromptDeck — pen-name author, crypto AI research focus. All editorial content on this site is produced by PromptDeck.

Why a pen name? When the subject is your money, working under a pen name lets the reviews stay independent of any platform's marketing position. The crypto industry takes this choice seriously — from Satoshi Nakamoto to 0xngmi, Hasu, Cobie, and punk6529, a meaningful share of the field's most influential researchers operate pseudonymously. A pen name doesn't mean we don't stand behind what we publish. Full editorial workflow in editorial standards.

Research Focus #

• AI tool selection — mapping the official capabilities and limits of ChatGPT / Claude / Gemini / Perplexity / Grok / DeepSeek / Kimi by task, with comparison methods you can check yourself
• Prompt engineering — which prompts actually help in crypto workflows, and which are hype
• Exchange-native AI features — how they work and where they fall short: Binance Auto-Invest, Grid Bot, Smart DCA, and Megadrop
• AI limitation reporting — where AI tools hallucinate, how stale the training data tends to be, and the scenarios where these tools simply fail

Research Methodology #

• Tool selection is based on official capability documentation; where we compare, we give a method you can re-run, and we don't publish scores without public records
• Key data points are cross-checked against CoinGecko / DefiLlama / Etherscan
• Source tiers are disclosed: Tier 1 = exchange official docs / regulatory filings, Tier 2 = CoinGecko / DefiLlama / Glassnode, Tier 3 = editorial assessment / illustrative examples (always labeled)
• Every concrete number (e.g. "taker 0.10%") must link to a Tier 1 or Tier 2 source

The full editorial review process is documented in our Editorial Standards.

What we don't do #

• We don't predict prices — AI can't predict markets, and we don't pretend it can
• We don't accept paid "sponsored reviews" from project teams — every review you read on this site is an independent judgment
• We don't impersonate a real name — pseudonymity is our stance, not a temporary cover
• We don't collect API keys, private keys, or seed phrases — no AI tool or section of this site ever needs them
• We don't market to residents of the U.S., U.K., mainland China, or OFAC-sanctioned regions

Business Relationships #

This site's revenue comes from affiliate referral commissions. Binance is the only referral programme we take part in.

All editorial coverage of other exchanges (OKX, Bybit, Coinbase, Kraken, etc.) is independent — we have no commission or referral relationship with any of them.

Every affiliate <a> tag carries rel="sponsored nofollow noopener noreferrer". If you sign up through one of our links, we receive a promotion service fee — at no extra cost to you, and with no effect on your trading fees. Full details in our Affiliate Disclosure.

Editorial Independence #

Affiliate relationships do not influence our selection guidance. A partner platform's limits and risks are spelled out just the same.

If you notice a suspicious pattern between an affiliate relationship and our guidance, email us. We respond within 7 business days and publish the result of the review.

Contact #

Email: [email protected]

Corrections, complaints, and content feedback are handled by email first. Response time ≤7 business days.

Page Version #

Last updated: 2026-05-15
This page is revised when there is a material change in research focus or in our business relationships. Earlier versions are available on request by email.

— PromptDeck