20 of the best prompts for YouTube analytics, step by step across 4 stages. Works with ChatGPT, Claude, and Gemini.

20 of the best prompts for YouTube analytics, step by step across 4 stages. Works with ChatGPT, Claude, and Gemini.
Published June 27, 2026
Most people try to use AI for YouTube Analytics with a single vague prompt and get generic results. This guide takes a different approach: 4 targeted stages, from Analyze Audience Engagement Metrics through Measure Impact of Changes, each with a prompt that gives the AI exactly the context it needs. YouTube creators often struggle to interpret analytics data effectively, leading to missed opportunities for content improvement and audience engagement. This guide covers four stages that help creators analyze their analytics, identify content gaps, plan actionable improvements, and measure the impact of changes. Users will produce detailed insights and strategic plans to enhance their channel's performance. Works with ChatGPT, Claude, and Gemini.
Understanding audience engagement is crucial for tailoring content to viewer preferences. This stage focuses on interpreting key metrics like watch time, likes, and comments to identify trends and areas for improvement.
Interpret watch time data for insights
Analyze the watch time data for [CHANNEL NAME] over the past [TIME PERIOD]. Identify trends in viewer retention and drop-off points, and summarize which videos performed best. Provide a hypothesis on why these videos resonated with the audience and include actionable recommendations for future content based on your analysis.
Evaluate likes and dislikes trends
Analyze the likes and dislikes for videos on [CHANNEL NAME] during [TIME PERIOD]. Create a detailed report that includes an overview of engagement trends, highlights specific videos with high engagement, and provides actionable content strategies to replicate their success. Structure the report with sections for key metrics analysis, pattern identification, and strategic recommendations, ensuring clear explanations for each suggested strategy.
Assess comment sentiment analysis
Conduct a detailed sentiment analysis of comments on [CHANNEL NAME] videos from [TIME PERIOD]. Structure your findings in a report that includes three sections: a summary of the overall sentiment distribution (positive, negative, neutral), key themes identified in viewer feedback, and actionable recommendations for future content creation based on these insights. Include specific examples from the comments to support your analysis.
Identify top-performing content types
Analyze the engagement metrics of various content types, such as tutorials, vlogs, and reviews, on [CHANNEL NAME] for the last [TIME PERIOD]. Create a detailed report that includes an overview of each content type's performance, highlighting those with the highest engagement rates. For each top-performing type, provide actionable recommendations on how to enhance and expand these formats in future videos. Additionally, include graphs or charts to illustrate trends and support your analysis effectively.
Analyze audience demographics
Analyze the demographic data of [CHANNEL NAME]’s audience from [ANALYTICS TOOL] and create a detailed report. Include sections on key segments such as age, gender, and location, and discuss how these demographics influence the overall content strategy. Provide actionable recommendations for targeting specific audience segments effectively, and conclude with a summary of potential content adjustments based on your analysis.
Recognizing content gaps allows creators to address unmet audience needs. This stage helps users pinpoint topics or formats that are underrepresented in their current content library.
Conduct a competitive content analysis
Conduct a competitive content analysis report for [CHANNEL NAME] by examining the content of [COMPETITOR CHANNELS]. Identify at least [NUMBER] specific content gaps where [CHANNEL NAME] is lacking. For each gap, provide a detailed description, including the topic or format, and suggest potential video ideas to address these gaps. Structure the report with clear headings for each identified gap, followed by a rationale for each suggested video idea, ensuring that the recommendations align with audience interests and current trends.
Survey audience preferences
Create a detailed survey questionnaire for [CHANNEL NAME] subscribers to gather insights on their preferred content topics and formats. Structure the survey with sections that include demographic questions, specific interests, and content format preferences. After collecting responses, analyze the data and provide a summary report that highlights key trends and actionable content ideas tailored to audience preferences. Include recommendations for at least three new content topics or formats to explore based on the feedback received.
Review trending topics in your niche
Analyze trending topics in the [NICHE] niche by researching data from Google Trends and social media platforms. Create a detailed report that includes an overview of at least [NUMBER] relevant trends, along with a section proposing video concepts for [CHANNEL NAME] that align with these trends. For each concept, provide a brief description, insights into the target audience, and potential strategies to enhance viewer engagement.
Analyze underperforming videos
Analyze the analytics of underperforming videos on [CHANNEL NAME] to identify common characteristics contributing to low engagement. Create a detailed report that includes sections on key metrics, audience retention patterns, and potential reasons for poor performance. Additionally, provide actionable recommendations for improving future content, focusing on topics or formats that are currently underrepresented. Include specific examples from the analyzed videos to illustrate your points and enhance the suggestions.
Explore seasonal content opportunities
Analyze seasonal trends relevant to [CHANNEL NAME]’s audience and create a detailed report. Include sections on upcoming events or holidays that could inspire timely content, along with a minimum of [NUMBER] video concepts that align with these trends. For each video idea, provide a brief description, target audience insights, and suggested formats to maximize engagement. Ensure the report is structured with clear headings for easy navigation and actionable recommendations.
Strategically planning content improvements ensures that creators address identified gaps effectively. This stage focuses on developing actionable plans for new content based on insights gathered.
Create a content calendar for new topics
Create a detailed content calendar for [CHANNEL NAME] covering the next [TIME PERIOD]. Include at least [NUMBER] new video topics that address identified gaps and align with audience preferences. For each video, provide a title, a brief description, a target release date, and relevant themes or keywords. Organize the information in a table format for clarity, ensuring that each entry highlights how it meets audience needs and supports content strategy goals.
Outline video scripts for new ideas
Create detailed outlines for [NUMBER] new video scripts tailored to the content calendar for [CHANNEL NAME]. Each outline should include a compelling introduction, key discussion points, suggested visuals, and clear calls to action. Incorporate audience insights to ensure the content resonates with viewers and enhances engagement. Format the outlines in a structured manner, labeling each section clearly for easy reference.
Set measurable goals for new content
Create a detailed content improvement plan for [CHANNEL NAME] that sets measurable goals for new content. Include specific success metrics such as views, engagement rates, and subscriber growth, and structure the plan with distinct sections for each goal. For each goal, provide a description of the metric, target values, and a timeline for tracking progress. Additionally, outline methods for evaluating the effectiveness of the content based on these metrics, ensuring that adjustments can be made as needed to optimize performance.
Develop promotional strategies for new videos
Create a detailed promotional strategy document for the upcoming videos on [CHANNEL NAME]. Include sections on social media tactics, collaboration opportunities, and email marketing approaches. For each section, provide specific actions, identify target audiences, and outline expected outcomes to enhance visibility and engagement for the new content. Additionally, conclude with a summary of key performance indicators to measure the success of these strategies.
Plan for audience interaction and feedback
Create a detailed engagement plan for audience interaction on [CHANNEL NAME] following the release of new videos. Include specific strategies for soliciting viewer feedback, methods for responding to comments, and a process for incorporating viewer suggestions into future content. Additionally, outline a timeline for implementing these strategies and define metrics for measuring the effectiveness of audience engagement. Format the plan as a structured document with clear headings for each section to enhance readability and organization.
Evaluating the impact of content improvements is essential for ongoing growth. This stage focuses on analyzing performance metrics post-implementation to assess effectiveness.
Analyze performance of new videos
Analyze the performance metrics of the new videos released on [CHANNEL NAME] during [TIME PERIOD]. Create a detailed report that includes an overview of key metrics such as views, engagement rate, and audience retention. Compare these metrics to those of previous videos to identify trends and improvements. Include visual graphs to illustrate changes and provide actionable insights based on the data. Conclude with specific recommendations for future content strategies based on your analysis, ensuring that they align with the identified trends.
Gather audience feedback post-release
Create a comprehensive report that analyzes audience feedback on the new videos titled [VIDEO TITLE] released on [RELEASE DATE]. The report should include qualitative insights from comments, quantitative data from surveys, and engagement metrics from social media polls. Identify the key strengths and weaknesses in the content, and provide actionable recommendations for adjustments in future videos. Ensure the findings are summarized in a clear format, highlighting the most impactful feedback and suggested changes for improvement.
Evaluate goal achievement
Evaluate the achievement of measurable goals for the new content on [CHANNEL NAME]. Create a detailed report that includes an analysis of key performance metrics such as views, likes, and subscriber growth. Structure the report into sections: an overview of goals, a summary of metrics, an analysis of discrepancies, and potential reasons for the results. Conclude with actionable recommendations for future content improvements based on the findings.
Identify lessons learned
Create a detailed report analyzing the content improvement process for [CHANNEL NAME]. Include sections on the specific changes made, their measurable impact on audience engagement, and key lessons learned. Conclude with actionable recommendations for future content strategies based on these insights. Ensure the report is structured with clear headings and bullet points for easy readability.
Adjust future content strategies based on data
Analyze the performance metrics of the recent videos on [CHANNEL NAME] and summarize the findings in a detailed report. Include sections for key performance indicators, audience feedback insights, and specific recommendations for content adjustments. Focus on changes to topics, formats, and engagement tactics that could enhance viewer retention and interaction. Conclude with a brief action plan outlining the next steps for implementing these adjustments effectively.
Focus on key metrics such as watch time, audience retention, and engagement rates. Use tools like YouTube Studio to visualize data trends and identify which content resonates most with your audience. Regularly review analytics to adapt your content strategy.
YouTube Studio is essential for basic analytics, while tools like TubeBuddy and VidIQ offer deeper insights into SEO and competitor analysis. These tools can help you track performance metrics and optimize your content strategy.
It's best to review your analytics monthly to identify trends and adjust your strategy accordingly. However, for new content, consider checking analytics weekly to quickly gauge performance and audience response.
Focus on content types that show high engagement and viewer retention. Use analytics to identify successful topics and formats, then create more content that aligns with those insights to maximize audience interest.
Engage with your audience by responding to comments and asking for feedback. Use analytics to understand what content they enjoy, then create similar videos. Consider incorporating viewer suggestions into your content planning.
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