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Transcript

Using ChatGPT's Multimodal capabilities

How to use multimodal capabilities of ChatGPT in your day to day work.

A product manager can leverage multimodal capabilities—the ability to process and analyze different types of data like text, audio, video, and images simultaneously—to extract insights from a product demo video in the following ways:

1. Automated Content Analysis

  • Speech-to-Text: Use AI to transcribe spoken words in the video into text for detailed review and indexing.

  • Visual Recognition: Identify key visual elements, such as UI designs, charts, or user interactions, to assess feature functionality or user experience.

2. Sentiment and Tone Analysis

  • Analyze the presenter’s tone and the language used in the demo to gauge the intended emotional appeal or customer engagement strategy.

  • Detect moments of emphasis or excitement to identify high-impact features or potential differentiators.

3. Feature Mapping

  • Use video frame analysis to track and tag features as they are presented, ensuring alignment with product requirements or roadmaps.

  • Compare demo features against competitor products for differentiation.

4. Highlight Extraction

  • Automatically identify key moments in the video, such as when major features are introduced or problems are solved, enabling faster consumption and review.

5. Usability Assessment

  • Apply eye-tracking simulations and heatmaps (if included) to evaluate user focus areas and usability effectiveness.

  • Examine navigation flow and interaction patterns presented in the demo for insights into user-friendly design.

6. Customer Feedback Correlation

  • Cross-reference demo elements with customer feedback data to validate that key pain points are addressed in the product.

7. Localization and Accessibility

  • Generate localized subtitles or alternative formats for global or diverse audiences, ensuring the demo resonates with varied user groups.

8. Collaboration and Communication

  • Annotate the video with comments or insights and share it with stakeholders to foster alignment and decision-making.

By combining these multimodal capabilities, a product manager can break down a product demo video into actionable insights, ensuring that it serves both internal team alignment and external user engagement effectively