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Optimize Your Content For Google AI And ChatGPT

2025-07-30Roger Montti4 minutes read
AI Search
Content Strategy
SEO

Research Shows Differences In ChatGPT And Google AIO Answers

New research from enterprise search marketing platform BrightEdge has uncovered significant differences in how Google and ChatGPT surface content. These findings are crucial for digital marketers and content creators, as they highlight the need for distinct strategies to maintain relevance on both platforms.

The BrightEdge analysis focused on queries across B2B technology, education, healthcare, and finance. While these findings provide a solid foundation, it is important to be cautious when extrapolating them to other industries.

Task vs Information The Core AI Divide

The fundamental difference discovered by the research is how each AI approaches user intent. ChatGPT tends to be more task-oriented, recommending tools and applications to help users make immediate decisions. In contrast, Google's AI Overviews are more informational, encouraging users to read and research before taking action. This distinction is vital for SEOs and content creators to understand how their content will be framed and presented to users on each system.

As BrightEdge explains:

“In task-oriented prompts, ChatGPT overwhelmingly suggests tools and apps directly, while Google continues to link to informational content. While Google thrives as a research assistant, ChatGPT acts like a trusted coach for decision making, and that difference shapes which tool users instinctively choose for different needs.”

How Answers Differ Across Industries

While both platforms provide similar results for comparison-based queries, such as comparing credit cards or learning platforms, they diverge significantly when the user's intent implies action. For prompts like “how to create a budget” or “learn Python,” ChatGPT prioritizes tools while Google offers information.

The research found the highest rate of divergence in the healthcare sector.

“At 62% divergence, healthcare demonstrates the most significant split between platforms. When prompts pertain to symptoms or medical information, both ChatGPT and Google will mention the CDC and The Mayo Clinic. However, when prompted to help with things like ‘How to find a doctor,’ ChatGPT pushes users towards Zocdoc, while Google points to hospital directories.”

B2B Technology showed the second-highest level of divergence at 47%.

“When comparing technology, such as cloud platforms, both suggest AWS and Azure. When asked ‘How to deploy things (such as specific apps),’ ChatGPT relies on tools like Kubernetes and the AWS CLI, while Google offers tutorials and Stack Overflow.”

Education followed closely with a 45% divergence rate.

“When comparing ‘Best online learning platforms,’ both platforms surface Coursera, EdX, and LinkedIn Learning. When a user’s prompt pertains to learning a skill such as ‘How to learn Python,’ ChatGPT recommends Udemy, whereas Google directs users to user-generated content hubs like GitHub and Medium.”

Finance demonstrated the lowest level of divergence at 39%. BrightEdge suggests this represents a “fundamental shift” in how AI platforms interpret user intent, requiring marketers to analyze search results on each platform to inform their content strategy.

Tools vs Topics A Tale of Two AI Responses

To illustrate this difference, BrightEdge uses the prompt, “What are some resources to help plan for retirement?” ChatGPT responds with actionable tools like financial calculators, while Google provides topics for further reading.

ChatGPT Responding With Financial Tools

Screenshot of ChatGPT responding with financial tools

This clear difference in user experience means marketers must cater to both expectations: creating practical, action-oriented resources for ChatGPT and comprehensive informational content for Google.

Key Takeaways for Your Content Strategy

  • Divergent Intent Interpretation: Google sees queries as requests for information, whereas ChatGPT often interprets them as a call for action solvable with a tool.
  • Different Platform Roles: Think of ChatGPT as a decision-making coach and Google as a research assistant.
  • Industry-Specific Gaps: Healthcare shows the highest divergence (62%), particularly for task-based queries. B2B Tech (47%) and Education (45%) also have significant splits, while Finance (39%) is the most aligned.
  • Tools vs. Topics: ChatGPT is more likely to recommend actionable resources, while Google links to authoritative, explanatory content.
  • Actionable SEO Insight: Your content strategy must adapt to each platform. This could mean creating comprehensive guides for Google and developing useful tools that can be surfaced in ChatGPT.

In summary, the research from BrightEdge reveals that for many queries, Google and ChatGPT interpret user intent in profoundly different ways. This divergence requires marketers and content creators to develop platform-specific strategies to ensure their content and web experiences meet user expectations on both fronts.

For a deeper dive, you can read the original research from BrightEdge.

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