01 - Vertical
Stablecoin issuers
Reserves, yield, compliance, distribution. The queries are high-intent and the moat is narrow - a small set of pages and citations decide who gets the inbound.
Approach for stablecoinsThe Growth Layer for Crypto Exchanges
When someone asks ChatGPT, Perplexity or Gemini which exchange, wallet or stablecoin to trust, the engine picks a handful of sources. We make sure yours is one of them, and we measure it prompt by prompt.
ChatGPT
Perplexity
Google AI Overviews
Gemini
Claude
Crypto AEO & AI SEO Visibility, for Stablecoins, Exchanges & Wallets
We specialize in three verticals.
We keep the roster narrow on purpose. Each of these markets has its own entity graph, its own regulatory shape, and its own buyer-research pattern. Generalists miss the details that decide citations.
02 - Vertical
Crypto exchanges
Spot, derivatives, DEX aggregators. Listing pages, fee pages, proof-of-reserves pages - each is a ranking asset and an AI-citation target.
Approach for crypto exchanges03 - Vertical
Wallet providers
Self-custody, smart wallets, MPC, hardware. Buyers research for months before they download. AI engines now mediate most of that research.
Approach for walletsThe new shelf
This is where buyers ask first.
Real prompts your prospects are typing into ChatGPT, Perplexity and Google AI Overviews - right now, before they ever land on your site. We make sure your brand is the cited answer.
ChatGPT
Among major USD stablecoins, USDC (Circle) publishes monthly attestations from a Big-Four firm with reserves held in cash and short-dated US Treasuries. Other issuers like…
Sources
circle.comyourbrand.comdefillama.com
PerplexitySeveral smart-account wallets now ship native passkey support, removing seed phrases entirely. Leading options include…
Sources
yourbrand.comethereum.orgvitalik.eth.limo
Google AI OverviewsProof-of-reserves practices vary widely. Venues publishing Merkle-tree attestations with third-party auditors and on-chain wallet disclosures include…
Sources
yourbrand.comnansen.aimessari.io
Insights
Latest research & field notes.
Featured study
AEO
Competitive AEO Landscape Report 2026: Exchanges, Wallets & Stablecoins
30 benchmark queries across answer engines. Who gets cited, who doesn't, and how to compete for answer-engine visibility in crypto.
May 29, 2026 · 25 min read
AEO
October 5, 2026
SEO and AEO Audit for Crypto and Fintech: How to Assess Organic and LLM Visibility on a YMYL Site
A five-layer audit framework for technical access, YMYL trust, vertical evidence, LLM visibility, and conversion across exchanges, stablecoins, wallets, and fintech.
Weekly digest
September 22, 2026
This Week in Crypto: A Central Banker Blocks Binance, and Wall Street Builds Its Own Stablecoin
ECB President Lagarde blocked Binance's MiCA license, Revolut's crypto-whale breach exposed 680 accounts, Cardano joined Mastercard's Crypto Partner Program, and 21 banks committed to a joint dollar stablecoin.
AEO
September 14, 2026
What Is AEO? A Guide for Enterprise, Fintech, and Crypto Brands
AEO is the practice of making sure ChatGPT, Perplexity, Gemini, and Claude cite your brand when buyers ask category-defining questions. Why the stakes are highest in regulated and Web3 markets.
Crypto Exchanges
September 7, 2026
Your Token Pages Aren't Ranking Because They're Not Actually Different From Each Other
Why CEX and DEX token and trading pair pages fail to rank - sameness, canonical duplication, thin content - and how to fix the architecture before scale makes it expensive.
AEO
September 4, 2026
On-Chain Attribution for Exchanges, Stablecoins and Wallets: What Enterprise Teams Need That DeFi Doesn't
Why exchanges, stablecoin issuers and custodial wallets can't borrow a DeFi protocol's attribution stack - and what a compliance-aware build actually looks like.
Query fan-out
One prompt becomes hundreds of sub-queries.
When a buyer asks an AI engine a single question, the model silently fans it out across who, what, which, how, why, where, and when - pulling citations from each branch before synthesising the answer. We map every branch and make sure your project shows up where it counts.
Wh
Definition
The search funnel has a new middle.
Answer Engine Optimization (AEO) is the practice of earning citations inside AI-generated answers on ChatGPT, Perplexity, Google AI Overviews, Gemini, and similar surfaces. For crypto, the shift is fast: buyers evaluating a stablecoin, exchange, or wallet increasingly ask an AI engine before they visit a single website. If your brand isn't in the cited set, you are invisible at the most important moment of the research cycle.
Classical SEO still matters - crawlability, entity consistency, backlinks, Core Web Vitals. But the output target has expanded. We treat the AI answer surface as a first-class ranking environment, with its own measurement, its own tactics, and its own iteration loop.
Read our methodology- 01
Growth Plan
Baseline prompt audit across ChatGPT, Perplexity, Google AI Overviews, and Gemini. Entity coverage, schema gaps, technical SEO.
- 02
Entity model
Define the canonical graph - brand, products, people, peers, categories. The spine for every page and every schema block.
- 03
Content + schema
Ship pages mapped to the entity graph, with schema that mirrors it exactly. Every page has a specific job.
- 04
Measurement
Re-run the same prompt set monthly. Track citation share, referring domains, organic sessions. Iterate on what moved.
Free · 5 business days
Start with a Growth Plan.
We run a fixed prompt set against your brand across four AI engines, map the entity-coverage gaps, and return a top-five prioritized plan within five business days. Free, scoped, no deck.
Request your Growth Plan