Generate AI Prompts from Your Google Search Console Data | Free SEO Tool

How to Generate Powerful AI Prompts from Your Google Search Console Data

October 24, 2025

Laurence O'Toole

Contents

From GSC to AI Prompts in Seconds

If you’ve ever stared at a list of keywords in Google Search Console wondering how to turn that data into something genuinely useful, you’re not alone.

Despite the fact that Google still won’t break out AI Overview performance data, most SEOs know that GSC is packed with gold: thousands of real search queries straight from Google, showing what your audience is actually searching for and how they found you.

Over the past year or two, plenty of SEOs have shared clever ways to mine that data using regex to extract question-based queries such as “how”, “what”, “where”, “why”, and “can”. It’s a smart approach, and it works — but it’s still a manual process that relies on pattern matching rather than true understanding.

For example, a commonly shared regex pattern looks like this:

^(who\|what\|where\|when\|why\|how\|can\|does\|do\|is\|are\|should\|could)\b

You can paste that into the Query filter (matches regex) field in Search Console to surface all the question-type searches your site already appears for.

It’s a great start for research, but we wanted to make it faster, more flexible, and a lot more powerful. So, we built a free Google Search Console Prompt Generator that uses a large language model (LLM) to analyse your exported GSC data and generate hundreds of natural, well-structured prompts automatically.

Try the free GSC Prompt Generator here →

How It Works

  1. Export your data from Google Search Console
    Go to your GSC Performance report, choose Queries, and export your keywords as a CSV file. You can select up to 1,000 queries from GSC (or any keyword file in .csv format) and we will generate up to 1,000 conversational style prompts for free.
  2. Upload your CSV file
    Drag and drop your file into the tool. Within seconds, it analyses your search queries and turns them into question-based prompts that reflect how users actually search.
  3. Select your language
    If your keywords are in a language other than English, you can generate prompts in that same language. You can also enable simultaneous English translation, which is ideal for international SEOs managing multilingual sites and markets.

Download and use your prompts anywhere

You’ll receive a clean list of question-based prompts ready to use in ChatGPT, Gemini directly if you are checking manually, or, better still, check how you are performing in ChatGPT, AI Mode, Perplexity and so forth, in our own AI Search Platform.

Why Use It

Why Google Search Data is the Most Reliable Starting Point

You could simply use your GSC keywords and query AI search engines to understand your performance, but where's the fun in that? And besides, our research into real Grok user prompts shows that users typically enter longer queries in AI chatbots than they do in traditional search engines.

Given the current limitations, it makes sense to begin with prompts where you already have proof of performance in Google. When you start with keywords for which you have data on impressions and clicks, you at least have a tangible measure of relative demand.

What’s Next

We’re building a new integrated version of the GSC to AI Prompt tool inside our SEO platform that supports:

This upcoming release will help SEOs and content teams to turn keywords into relevant high-quality prompts for AI brand monitoring and tracking and data-driven content creation.

Try It Free

Upload your CSV, select your language, and see how quickly the tool transforms your search data into question prompts that align with your audience’s intent.