# Are AI Agents Generating Synthetic Queries in Google Search Console?

Recently, I noticed something unusual in **Google Search Console (GSC)** — queries that don’t look like they were typed by humans at all.

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1760201771094/a831c0da-0235-4cc0-93c7-9692372c99a3.jpeg align="center")

They appear **structured like AI prompts**, often starting with phrases such as **“evaluate the”** or including **tags like “/overview”**.

Some examples:

* “/overview how can I make my website content more discoverable in AI search results”
    
* “/overview what are the top analytics tools needed for generative AI visibility tracking”
    
* “evaluate the best LLM optimization tools for AI visibility (in United States of America, be sure to reply in English)”
    

These queries look more like **AI commands or assistant instructions** than user searches.

### What I Observed and Discussed

After noticing this pattern, I discussed it with other SEO professionals on **LinkedIn**, and many have observed similar trends — especially since **mid-June 2024**, around the same time Google’s **AI Mode** started rolling out to users in the US.

The pattern is consistent across different sites:

* Queries are highly structured and branded.
    
* They have **impressions but no clicks**.
    
* They resemble system or evaluation prompts.
    

This raises a strong possibility that some of these are **synthetic queries** — generated by **AI systems or tracking tools**, not real users.

Also Read : [How to Improve E-E-A-T](https://www.theseocentral.com/how-to-improve-e-e-a-t)

### Possible Explanations

While there’s no official confirmation, several logical possibilities are emerging:

1. **AI Mode Evaluation Queries**
    
    * Google’s AI Mode might be running background prompts to test how content performs in AI-generated results or summaries.
        
2. **AI Citation or Visibility Trackers**
    
    * Some tools monitor how often pages appear or are cited in AI overviews, which could generate structured queries for testing visibility.
        
3. **Agentic Retrieval Systems**
    
    * AI agents, copilots, and generative search engines use **structured “overview” or “evaluate” prompts** internally to retrieve relevant context.
        
4. **Synthetic Evaluation Patterns**
    
    * AI systems often fan out a single query into multiple structured variations to assess data quality — which may explain the rise in non-click impressions.
        

### Why This Matters

If these queries are machine-generated, it changes how we interpret **GSC visibility**.

For years, GSC reflected **human search behavior** — but now, it may also include **AI visibility signals**.

Your content might be appearing not for users, but for **AI systems learning, testing, or citing** your site.

That’s the start of a major shift — from **SEO (Search Engine Optimization)** to **GEO (Generative Engine Optimization)** or **LLMO (Large Language Model Optimization)** — where the goal isn’t just ranking, but being **recognized, read, and referenced** by generative engines.

### Understanding the “/Overview” and “Evaluate The” Tags

These tags resemble **system commands** more than human phrases:

* “/overview” could represent internal AI functions that summarize or collect data.
    
* “evaluate the” suggests an **AI evaluation prompt** assessing content quality, context, or trust.
    

Their repetition and structure indicate that **AI agents, citation trackers, or AI Mode systems** might be running these systematically.

### The Bigger Picture

This could be the beginning of **AI visibility indexing**, where impressions don’t just reflect user searches — but **how AI systems interact with and analyze the web**.

It implies that:

* Your content can be **evaluated or cited by AI models** even without a user visit.
    
* Visibility might extend beyond SERPs into **AI answers, assistants, and multi-agent systems**.
    
* Optimizing for clarity, grounding, and factual consistency becomes critical for **AI comprehension and citation**.
    

### Final Thought

These structured, instruction-style queries in GSC may be small clues of a much larger change.

Search is no longer just about human discovery — it’s becoming **machine-observed and AI-evaluated**.

If AI agents, visibility trackers, or Google’s AI Mode are running these, then **we’re already entering a new era** where websites must be optimized for both human searchers and generative systems.

The age of **AI-driven visibility** has quietly begun.