About AI Trade Lab
A pseudonymous crypto AI researcher. This page spells out who we are, what we do, and what we don't.
About this site #
PromptDeck is a pseudonymous crypto AI researcher. All editorial content on this site is produced by PromptDeck.
Why a pseudonym? 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."
We care about the quality of the research itself. We don't use "who we are" as a credential.
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 #
- Each task is run 200+ times to compute a mean score (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 = our own editorial testing
- 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 may earn a commission — 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: privacy@bnhous.com
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