{
  "id": 7065486,
  "title": "Your crypto product is invisible to AI search, and your docs are the reason",
  "url": "https://urgent.news/2026/09/13/your-crypto-product-is-invisible-to-ai-search-and-your-docs-are-the",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-13T05:09:00.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/remotestackin/your-crypto-product-is-invisible-to-ai-search-and-your-docs-are-the-reason-3b5n"
  },
  "original_language": "en",
  "account": "AI search engines struggle to find and recommend crypto products, using their own findings to support this claim. Kunzum, a one-person studio specializing in AI search visibility for crypto companies, argues this point based on two research studies and published raw data. The main issue lies in the way crypto products are presented online, which makes them invisible to AI crawlers. Client-side rendering, a common practice in crypto frontends, prevents search engines from properly indexing content. Furthermore, documentation is often viewed as a support cost, rather than a valuable asset, and the category names for crypto products are not controlled by the companies themselves. This leads to a situation where well-written comparison pages, published by fintech companies, outperform crypto products in AI search results. The research also highlights that Reddit is the most cited domain when AI provides answers about crypto, while vendor documentation has the largest share of citations. This suggests that companies should prioritize creating well-structured documentation that answers buyer questions, rather than focusing solely on integration questions. Additionally, serving server-rendered content that clearly states what the product does can help improve visibility in AI search results.",
  "summary": "I run Kunzum , a one-person studio doing AI search visibility for crypto companies. Before that I spent six years writing crypto content and running marketing for protocols. This post is the argument for why the studio exists, plus the two research findings behind it. Both studies are published with the raw data, so you can disagree with me using my own numbers. The problem, stated plainly Your…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}