How to Create an SEO Report with ChatGPT

Cody Schneider••5 min read

Using ChatGPT to analyze data and create reports can feel like a superpower, turning raw numbers into clear, simple summaries in seconds. However, when it comes to SEO, challenges arise. You might ask for a report, only to receive generic advice or reminders that it can't access live data from Google. So, can you actually use it to create a legitimate SEO report? The answer is yes, but it requires a slightly different approach. This guide will walk you through how to combine your data from tools like Google Analytics and Ahrefs with ChatGPT’s analytical capabilities to create a high-quality, insightful SEO report quickly.

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What Belongs in a Good SEO Report?

Before you can ask ChatGPT to build your report, you need to know what to ask for. A solid SEO report isn’t just a data dump, it tells a story about what’s working, what isn’t, and what you should do next. While your specific KPIs may vary, most great reports include these core components:

  • Overall Performance Summary: A high-level “executive summary” that explains the key takeaways in a sentence or two. Did organic traffic go up? Are keyword rankings improving? This is the very first thing your stakeholders should see.
  • Organic Traffic Analysis: A look at key metrics from Google Analytics, such as organic users, sessions, and engagement rate. This section should compare performance over different time periods (e.g., month-over-month or year-over-year) to provide context.
  • Keyword Ranking Performance: An overview of how your target keywords are ranking in the search results. This includes keywords that have moved up, ones that have slipped, and new keywords you’re starting to rank for.
  • Top Performing Content: A list of your top landing pages for organic traffic. This helps you identify which blog posts, pages, or content clusters are driving the most value for your business.
  • Backlink Profile Health: A brief update on newly acquired backlinks, new referring domains, and your overall domain authority. It shows your site's growing influence.
  • Actionable Recommendations: Based on all the data above, this is a clear, concise list of next steps. What should the team do next month to build on wins and address weaknesses?

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Your New Workflow: Gathering the Data Manually

The biggest limitation of using ChatGPT for reporting is that it can't directly access live data from tools like Google Analytics, Search Console, or SEMrush. You can't just ask it, "How was my organic traffic last month?" and expect an accurate answer based on your website's performance.

Therefore, the process involves two main stages:

  1. You act as the data aggregator.
  2. ChatGPT acts as the data analyst.

Your job is to export the necessary raw data from your analytics platforms. Your most common sources will be:

  • Keyword Rankings & Backlinks: From a dedicated SEO tool like Ahrefs, Moz, or SEMrush.
  • Organic Traffic & Top Pages: Exported directly from Google Analytics 4.
  • Technical Health & Indexed Pages: From Google Search Console.

Step-By-Step: Creating Your SEO Report with ChatGPT

Once you've gathered your data, you can start engaging with ChatGPT to process, analyze, and summarize the information into a high-quality report.

Step 1: Analyze Keyword Performance

Start with your keyword ranking report. Export the list of your current keyword rankings from your preferred SEO tool. Typically, you want at least the top 100 keywords to understand which are gaining traction. Enter this data into ChatGPT and ask it to identify important trends and changes.

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Step 2: Summarize Organic Traffic Performance

Export your organic traffic data from Google Analytics for your top landing pages over the last 30 days. Analyze key metrics like landing page sessions and engagement rates. Ask ChatGPT to summarize this data, noting any significant traffic changes and reasons behind them.

Step 3: Generate an Executive Summary & Recommendations

This is where ChatGPT truly shines. Instead of just providing raw numbers, ask it to connect the dots and craft an engaging “executive summary” of your SEO report. Use this prompt: "Based on the keyword analysis and traffic analysis provided, craft an executive summary of the SEO report. Include any actionable recommendations that the team could focus on next month."

Step 4: Ask for Content Ideas and Titles

Finally, leverage ChatGPT as a brainstorming partner. Ask it "What are the top-performing pages, and how can we create more like them?" This step not only aids in reporting but also helps you fill in your content calendar for the next month, making your SEO workflow more circular and efficient.

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Strengths & Weaknesses of Using ChatGPT for SEO Reporting

ChatGPT can analyze data and help create summaries, but it's not perfect. Understanding its strengths and limitations can help you make better decisions about how to integrate it into your workflow.

Strengths:

  • Speed: ChatGPT can summarize data quickly, allowing you to generate insights without the grunt work of parsing through spreadsheets.
  • Storytelling: By creating coherent narratives, ChatGPT can help you present data in an engaging way, making it easier for stakeholders to digest complex analytics.

Weaknesses:

  • Lack of Direct Data Access: It requires manually exported data since it can't retrieve information directly from analytics tools like Google Analytics or SEMrush.
  • Data Verification: Always verify the summaries to ensure accuracy, as ChatGPT can misinterpret data without proper context.

Final Thoughts

Creating an SEO report with ChatGPT is entirely possible, but it requires thoughtful planning. It involves a mix of manually exporting data from Google Analytics and other SEO tools, and using ChatGPT to craft insightful summaries and actionable recommendations. By focusing on key areas like keyword rankings and organic traffic, you can streamline your SEO workflow and foster strategic thinking.

For those looking to enhance their reporting process, a platform like Graphed assists in effectively managing SEO analysis and planning without the need for extensive manual intervention.

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