Key Findings
1. YMYL Query Response Rate
The research found that Google generates AIOs for 51% of YMYL queries, slightly up from 50% in October.
ChatGPT has a 100% response rate for YMYL searches, and DeepSeek has a 90% rate.
Google’s selective approach was evident in political topics, displaying AI Overviews for only one query.
2. Response Patterns
Each platform showed unique patterns in generating responses to YMYL queries:
- DeepSeek produces longer answers (391 words on average) with numerous sources (28 per response)
- ChatGPT offers moderate-length content (234 words) with fewer sources (10 per response)
- Google provides the briefest responses (190 words) with minimal citations (7 sources)
Google’s AI Overviews showed the highest percentage of responses with all unique links (61.9%), compared to ChatGPT (40%) and DeepSeek (32.5%), indicating Google prioritizes source diversity over quantity.
3. Fact vs. Opinion
Using subjectivity analysis, the study measured how factual versus opinion-based each platform’s content appeared:
- ChatGPT delivered the most objective content overall (0.393 score)
- Google AI Overviews ranked second (0.427 score)
- DeepSeek showed the highest subjectivity (0.446 score)
These differences were most noticeable in political topics, where DeepSeek scored 0.497 (more opinionated) while Google scored 0.246 (more factual).
4. YMYL Category Strengths
The analysis revealed the following differences across various categories of YMYL queries:
Health Content
- ChatGPT: Concise, disclaimer-heavy content citing medical sources
- DeepSeek: Detailed responses with extensive citations, including news sources
- Google: Conservative, heavily cautioned but brief content
Legal Content
- ChatGPT: Bullet-point summaries with high-authority sources
- DeepSeek: Comprehensive explanations with real-world examples
- Google: Brief overviews with the highest disclaimer rate (50%)
Financial Content
- ChatGPT: Risk-focused overviews with professional consultation recommendations
- DeepSeek: Categorized information with numerical data and comparisons
- Google: Avoids responding to highly sensitive financial queries entirely
5. DeepSeek Restrictions
The study documented that DeepSeek refused to respond to queries about Taiwan’s independence, Tiananmen Square, Chinese human rights issues, and websites banned in China.
DeepSeek’s responses often aligned with Chinese government perspectives when addressing related topics.
What Does The Data Mean?
A common thread throughout the data is how each AI chooses to protect users from potentially harmful advice while still trying to be helpful.
ChatGPT answers every YMYL query it sees, yet often leads with strong disclaimers and succinct takeaways.
Google AI Overviews, on the other hand, declines to generate content for almost half of the tested queries, leaning heavily on caution rather than risk providing the wrong guidance.
DeepSeek is at the opposite extreme. Sometimes, it offers staggering amounts of detail, and other times, it offers little detail if the response doesn’t align with political perspectives.
What unites all three is the balance between information and liability. Each model wants to appear authoritative in YMYL niches but must decide whether to be “helpful” or “safe” (and how much of each).
Key Takeaways For SEO
For SEO and content teams, here are key points to consider:
- Google is selective. Content appearing in AIOs must meet high-quality standards, especially for YMYL topics.
- Google’s AIOs cite unique and diverse sources for YMYL searches. This increases visibility but creates competition for clicks.
- Different AI systems prefer specific styles, lengths, and details in content.
- All three platforms prefer disclaimers on sensitive topics, with health content having the highest rate of cautionary notices at 37%.
Conclusion
Understanding the differences in AI search tools can help you improve visibility in search results and create content that resonates with users.
FAQs
Q: What is YMYL?
A: YMYL stands for “Your Money or Your Life” and refers to topics that have a significant impact on users’ well-being, finances, and legal situations.
Q: What is the difference between Google AI Overviews and other AI systems?
A: The study found that Google AI Overviews are more selective and cautious, while ChatGPT and DeepSeek are more willing to provide detailed responses and cite a wider range of sources.
Q: Why does DeepSeek have different response patterns for certain topics?
A: DeepSeek’s responses often align with Chinese government perspectives, indicating that the AI system is trained on data that reflects a specific political bias.
Q: What does the study suggest for SEO and content teams?
A: The study recommends that SEO and content teams consider the differences in AI search tools and adapt their content strategies accordingly, prioritizing high-quality content that meets the standards of AIOs and other AI systems.
