---
title: "November 2025 product update"
canonical: https://snezzi.com/changelog/2025-11/
source: https://snezzi.com/changelog/2025-11/
---

> Canonical page: https://snezzi.com/changelog/2025-11/

Snezzi product update

# November 2025 product update

Google AI Overview tracking, competitor measurement and a new research-led content pipeline connected AI visibility with execution.

[Explore Snezzi features](/features/) [All product updates](/changelog/)

Shipped November 2025

In this product update

4 improvements

1.  [Google AI Overview tracking](#google-ai-overview-tracking)
2.  [AI competitor mention and position tracking](#competitor-mention-and-rank-tracking)
3.  [Research-led AI content generation](#research-led-content-pipeline)

[Jump to update details](#product-update-list-title)

In this release

## What changed

What you can do, the customer problem it addresses and where to explore the capability today.

1.  UPDATE 01 Shipped
    
    ### [Google AI Overview tracking](#google-ai-overview-tracking)
    
    Google AI Overview became a supported AI visibility tracking experience. Teams could observe whether their brand or another company appeared in generated Google Search answers for the customer questions they cared about.
    
    [Explore AI visibility tracking](/features/ai-visibility-tracking/)
    
2.  UPDATE 02 Shipped
    
    ### [AI competitor mention and position tracking](#competitor-mention-and-rank-tracking)
    
    Prompt results began identifying brand and competitor mentions and showing their relative position in the same answer. Teams could see which businesses AI recommended for a customer question and where their own brand was missing.
    
    [Explore AI competitor analysis](/features/ai-competitor-analysis/)
    
3.  UPDATE 03 Shipped
    
    ### [Research-led AI content generation](#research-led-content-pipeline)
    
    Snezzi introduced a multi-stage AI content workflow that gathers sources, plans the page and writes the draft as connected steps. This replaced one-shot generation with a process designed around research quality and customer intent.
    
    [Explore AI content optimization](/features/ai-content-optimization/)
    
4.  UPDATE 04 Shipped
    
    ### [Website and XML sitemap crawling](#broader-sitemap-discovery)
    
    The website crawler gained wider XML sitemap support and safer recursive discovery. SEO audits could cover more pages on websites that use sitemap indexes or more complex sitemap structures.
    
    [Explore technical audits](/features/technical-ai-seo-audit/)
    

Your market, made visible

## Become the answer buyers trust.

See how Snezzi can help your business appear and get recommended more often across AI answers.

[Book a demo](/strategy-session/) [View pricing](/pricing/)