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 runs the same task set across 7+ AI tools (ChatGPT / Claude / Gemini / Grok and more) and tells you, by scenario, which one fits: day trading, swing, DeFi research, on-chain analysis.

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? In YMYL (Your Money or Your Life) categories like finance, 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. Google's E-E-A-T guidelines explicitly accept this: "Author can be a real name, pseudonym, or organization name." Full editorial workflow in editorial standards.

Research Focus #

• AI tool field testing — running the same set of tasks across ChatGPT / Claude / Gemini / Perplexity / Grok / DeepSeek / Kimi, with the scoring methodology published openly
• Prompt engineering — which prompts actually help in crypto workflows, and which are hype
• Exchange-native AI features — hands-on coverage and limits of 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 #

• Tools are compared head-to-head on the same task set, producing relative scores (methodology is public)
• 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. We are an Affiliate Partner of Binance only (referral code BN16188).

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 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 review scores. Scores come out of the public methodology, and partners that score poorly are still shown scoring poorly on the site.

If you notice a suspicious pattern between an affiliate relationship and a score, 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