Outdated Wikipedia Guidelines May Hinder AI Comprehension of Cryptocurrency

By Jamie Crawley|Edited by Aoyon AshrafUpdated Jul 14, 2026, 4:47 p.m. Published Jul 14, 2026, 4:39 p.m. 2 min read

The cryptocurrency sector faces challenges due to a shortage of Wikipedia entries, which could impede how AI tools like ChatGPT interpret crypto information, as noted in a report by Chainstory, a crypto communications firm.

According to the report, only 67 out of the 1,000 largest cryptocurrency projects, as ranked by CoinGecko, have entries on Wikipedia. This includes notable projects such as the perpetual trading platform Hyperliquid and the layer-1 network Sui, which originated from Meta's halted Diem project.

"Wikipedia’s stringent editorial standards were initially put in place to filter out the noise and transient projects from earlier crypto waves," the report states. "However, by maintaining these filters, the platform is no longer merely eliminating the irrelevant but also removing established, multi-billion-dollar entities from the most trusted public record online."

The report emphasizes that the scarcity of Wikipedia entries is particularly concerning now, as more individuals rely on AI tools like ChatGPT for information. Data from Profound indicates that 7.8% of links sourced by ChatGPT are from Wikipedia, compared to 1.8% from Reddit and 1.1% from Forbes, which rank second and third, respectively.

Furthermore, Trakkr data reveals that Wikipedia constitutes 36% of the top-10 citation links on ChatGPT and 25% of the top 100 links.

Contrary to common belief, not everyone can create a Wikipedia page. Obtaining a page requires navigating through various levels of protection and moderation, as outlined by Chainstory. Volunteer reviewers must evaluate new articles based on criteria such as notability, verifiability, and the reliability of sources.

Even if an article passes this scrutiny, it remains vulnerable to deletion by administrators or through a community vote lasting seven days, which is not subject to appeal.

Compounding the issue for crypto projects is Wikipedia's guidelines regarding cryptocurrency news organizations (including CoinDesk), which characterize them as "predominantly enthusiastic about cryptocurrencies" and "generally unreliable." In contrast, mainstream media outlets like Reuters and Bloomberg are viewed as credible, though they tend to overlook niche aspects of the industry, such as liquid staking and perpetual exchanges.

Chainstory concludes that "crypto barely exists on Wikipedia," labeling the site as "a gate that is genuinely hard to pass." Wikipedia has not responded to CoinDesk's request for comments regarding these findings.