ChatGPT is no longer alone. Citations of Elon Musk’s AI-generated encyclopedia, “Grokipedia,” have also begun appearing in Google’s “Gemini” and “AI Overviews” answers. Data indicates that this trend is on the rise, exacerbating concerns regarding information accuracy and the spread of misinformation.
- The rising reliance on Grokipedia
- Citation statistics in numbers
- Accuracy and bias concerns
- Controversial content and data poisoning
- Company responses and official stance
- Frequently asked questions
The rising reliance on Grokipedia
Since its launch in October, “Grokipedia” has remained a secondary source. However, Glen Allsopp from Ahrefs found that it was mentioned in more than 263,000 ChatGPT answers out of 13.6 million prompts. By comparison, Wikipedia appeared in 2.9 million answers. Despite the gap, the figure is impressive for a new platform. Semrush also tracked a similar increase in its appearance in Google answers starting in December.
Citation statistics in numbers
Data indicates that ChatGPT grants “Grokipedia” greater authority, frequently listing it among the primary sources. In contrast, Google uses it as a supplementary source alongside other references. Nevertheless, merely appearing as a source lends it a legitimacy it may not deserve, particularly when answering specialized or obscure questions.
Accuracy and bias concerns
Experts warn that relying on “Grokipedia” threatens to spread misinformation. The encyclopedia is produced by xAI’s “Grok” bot and lacks the transparent human oversight found on Wikipedia. Grok is known for its controversial tendencies, and the encyclopedia’s articles have contained biased information, racism, and serious historical and medical fallacies.
Controversial content and data poisoning
For example, the articles downplayed the Musk family’s wealth and history, justified slavery using ideological arguments, and falsely linked pornography to the spread of diseases. This content makes it vulnerable to what is known as “data poisoning.” Experts warn that using these materials as sources to train or answer other models could create a vicious cycle of misinformation that is difficult to correct.
Company responses and official stance
OpenAI stated that it aims to use diverse sources and applies safety filters, noting that users can evaluate the sources. Meanwhile, Google declined to comment. Analysts view treating “Grokipedia” as a default reference layer as “bleak” and dangerous to the credibility of digital information.
Frequently asked questions
Question: What is “Grokipedia”?
Answer: It is an online encyclopedia whose content is generated by Elon Musk’s artificial intelligence (Grok bot), lacking rigorous human editing.
Question: Why is citing it dangerous?
Answer: Because it contains misleading information, racial and historical biases, and unchecked errors, which could spread misinformation via other search tools.
Question: Do Google and ChatGPT rely on it heavily?
Answer: Usage remains secondary compared to Wikipedia, but it is steadily increasing, raising experts’ concerns about the quality of future information.
