Who Controls AI Answers in Crypto

Index: Who Controls AI Answers: The Complete Franchise Index · EPR Crypto & Web3 Pillar Hub · EPR Crypto & Web3 Coverage

Six trade press domains supply most of the answer. SEC.gov is climbing fast.

An estimated top 6 trade-press and data domains supply ~54% of observed crypto answers. SEC.gov citation share has roughly doubled since 2024.

The Top 10 Sources

1. CoinDesk — trade press of record for crypto markets and policy. Leads on institutional and policy prompts.
2. CoinTelegraph — trade press authority for token and ecosystem news. Combined with CoinDesk: ~22% of crypto citations.
3. Investopedia — definitional authority. What is X, how does Y work.
4. Wikipedia — baseline for protocols, history, and key figures.
5. CoinGecko — token data, prices, market cap.
6. CoinMarketCap — token data alongside CoinGecko.
7. SEC.gov — enforcement actions, ETF filings, registrations. The fastest-rising source in crypto retrieval.
8. Reddit — sentiment, project rumors, scam detection. r/cryptocurrency and r/Bitcoin.
9. Binance Academy — exchange-owned content cited as neutral education. The retrieval layer is blind to ownership.
10. Coinbase Learn — exchange-owned content cited as neutral education. Same dynamic as Binance Academy.

The Structural Reads

Binance Academy and Coinbase Learn are the hidden winners. Exchange-owned content surfaces in explainer prompts as if it were independent. The retrieval layer does not weight ownership. This is the most significant single finding in crypto — and the most actionable. Exchanges that produce structured, sourced explainer content build citation authority that looks independent to AI engines.

Traditional finance press under-cites. WSJ and Bloomberg under-index on crypto despite stronger institutional brand. Trade-press specialization beats generalist authority. Category-native publications won this vertical comprehensively.

SEC.gov citation share has roughly doubled since 2024. The enforcement era and the ETF era are running simultaneously. Both produce primary-source government documents that AI engines weight as the highest-trust layer. Every crypto operator now has a federal citation graph they didn't have two years ago.

The Contested Zone

Token-specific prompts, "is X a scam," and price prediction. No source dominates. Trade press, Reddit, and brand blogs fight for the answer. This is where the citation graph is most open to influence — and most volatile.

Method

Citation share modeled across five AI engines — ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — and a fixed prompt set of 60+ queries. Sources tagged on the five-tier Retrieval Hierarchy: T1 Government & Academic · T2 Encyclopedic · T3 Publisher & Trade Press · T4 Community Platforms · T5 Brand-Owned. Estimates directional and date-stamped.

Related EPR Coverage

• EPR Crypto & Web3 Pillar Hub — the canonical Crypto directory
• Who Controls AI Answers: The Complete Franchise Index
• The Crypto & Web3 AI Citation Share Study
• Bitcoin Treasury Strategy: The Investor Communications Playbook
• How Dubai VARA Is Winning the Crypto Communications War
• The Citation Share Index — Master Research Series