79% More Answer Engine Citations: How Kiteworks is Winning in the Age of AI Search with Quattr

Highlights:

  • Kiteworks needed a scalable internal linking strategy to improve content discoverability and adapt to the rise of AI-driven search.
  • Replaced over 53,000 static links with a dynamic, AI-powered link graph using Quattr’s Autonomous Linking API.
  • Leveraged real-time GSC user data to generate semantically relevant links and anchor text, guided by a streamlined WordPress SDK implementation.
  • Reversed a site-wide indexation decline with a 30% increase in indexed pages and dominated AI search with a 79% expansion in AI Overview presence.
  • Boosted Page 1 authority with a 22% increase in top-3 rankings while protecting traffic, preserving up to 19.9% more sessions during a market downturn.
Kiteworks Expanded its Presence in Al Overview
Kiteworks Expanded its Presence in Al Overview

Kiteworks

File Management & Collaboration Software

United States

About Kiteworks

Kiteworks is a leading cybersecurity platform providing secure communication and data privacy solutions for over 100 million users across 3,650 global enterprises and government agencies. The platform ensures secure file transfers, optimized workflows, and actionable insights, empowering enterprises to confidently manage sensitive communications and maintain regulatory compliance.

The Team

The Kiteworks marketing team, led by Patrick Spencer, VP of Corporate Marketing, collaborated closely with Quattr to implement a new and scalable internal linking strategy. Robert Dougherty, Director of SEO Content, and his team used Quattr's Autonomous Internal Linking technology to automate the site's linking structure and improve overall content discoverability.

THE CHALLENGE

The Complexity of Modern Internal Linking at Scale

Internal linking has always been part of the website optimization toolkit, but as Google search evolves with new surfaces and LLM platforms emerge, it becomes increasingly critical for discoverability.

For an enterprise leader like Kiteworks, treating internal linking as a simple maintenance task was no longer an option. The team recognized the need to transform it into a strategic growth engine but faced significant hurdles in two key areas: technical barriers and measurement challenges.

The team needed a solution that could overcome these challenges:

Technical Barriers

1. Generating relevant internal links at scale beyond basic keyword matching

2. Creating dynamic anchor text using actual prospect search queries

3. Building a living link graph free from constraints of fixed URL lists and static anchors

4. Scaling across multiple languages and markets

Measurement Challenges

1. Isolating internal linking impact in a zero-click ecosystem

2. Proving value during market-wide traffic declines and algorithm changes

3. Monitoring visible change with statistical validation beyond correlation

THE SOLUTION

Quattr's Demand-Weighted Living Link Graph

Kiteworks, a long-time Quattr customer with a robust data lake of first-party search data, partnered with Quattr to execute a completely new internal linking strategy. The goal was to move beyond static, logic-based links (like 'Most Recent Posts') and deploy an intelligent, self-optimizing link graph across their entire site. This strategic shift was designed to transform internal linking from a simple maintenance task into a primary engine for content discovery and user journey optimization.

Powering Relevance with AI and Real-time User Data


The core of the solution was Quattr's Autonomous Linking API, which understands content on a deeper, more human level. Instead of relying on basic keyword matching, the platform uses two key data sources.

1. Vector Embeddings: The vector database intelligence analyzes page and query embeddings to understand the true semantic context of the content, going far beyond simple keyword matching. This ensures every internal link we create is perfectly relevant.

2. Real-time Demand Signals From GSC: The system then connects to your live Google Search Console data. It uses the exact phrases and questions your prospects are searching for on SERP to create powerful, high-intent anchor text for your links.

Automated Refreshes for a Future-Ready Strategy


To ensure the link graph was truly 'living' and not just a one-time fix, the system was designed to be future-ready. As new content goes live, Quattr automatically updates Kiteworks' entire content library based on a scheduled refresh (daily, weekly, or monthly). This ensures new pages get relevant links from existing ones, and older content is updated to point to the new pages, keeping the entire content ecosystem perpetually optimized without manual effort.

Where Do These Modules Go?

Quattr provides a direct API and an SDK for WordPress and HubSpot. Kiteworks leveraged the WordPress SDK integration, and a Quattr engineer was forward-deployed to assist in implementation. The result was dozens of modules connecting various parts of the site across funnel stages.

Many of these modules replaced the existing logic for showing related links. Instead of a static list of blogs or only the most recent, these modules now show the most relevant piece of content to move the bot or user deeper into the site or funnel.

Right Rail Featured & Popular Posts

One module was designed to serve relevant blog content within the same subcategory that the user or bot is reading. The other module below was a wider mapping of blogs outside the current blog’s category.

Quattr has configuration settings to prevent duplicate URLs from being served, detect if links are already present, and omit them from serving within the API.

A Kiteworks blog page showing the 'Featured Posts' and 'Popular Posts' modules in the right sidebar, an example of Quattr's autonomous internal linking implementation.
A Kiteworks blog page showing the 'Featured Posts' and 'Popular Posts' modules in the right sidebar, an example of Quattr's autonomous internal linking implementation.

End of Scroll Related Content

User behavior patterns confirmed a trend of users scrolling down to the end of the page and pausing at the end of the content piece. Now, the related content at the bottom of the page was highly relevant to what the user was reading, instead of a default list of the most recent content.

This type of content was also meant to guide users to solution pages or later-stage resource material to continue the user on their journey.

A Kiteworks blog page showing the 'Related Links' modules at the end of blog, an example of Quattr's autonomous internal linking implementation.
A Kiteworks blog page showing the 'Related Links' modules at the end of blog, an example of Quattr's autonomous internal linking implementation.

THE RESULT

Achieved Measurable Growth Across Key SEO Metrics

The impact of Quattr’s Autonomous Linking API was both immediate and substantial. By replacing over 53,000 static or legacy logic links, Kiteworks achieved statistically validated growth across every key SEO metric, proving the strategy's power even during a period of industry-wide volatility.

A. Breakthroughs in Rankings and Indexation

Within just eight weeks of deployment, Kiteworks reversed a decline in site indexation, achieving a 30% increase in indexed pages.

Kiteworks Increased Indexation Count With Quattr’s Internal Linking
Kiteworks Increased Indexation Count With Quattr’s Internal Linking

This improved discoverability drove an 18% increase in unique keywords and a 22% jump in keywords ranking in positions 1-3 within six weeks.

Kiteworks Expands Page 1 Keyword Presence in USA
Kiteworks Expands Page 1 Keyword Presence in USA

B. Session Resilience During Market Decline

In a crucial test of the strategy's effectiveness, URLs with Quattr's dynamic internal links demonstrated significant resilience during an industry-wide SERP downturn. Using difference-in-differences analysis against a control group, linked pages dramatically outperformed unlinked pages, with key content areas seeing significant improvements:

1. Glossary Pages: 19.93% more SEO sessions

2. Solution Pages: 8.55% more SEO sessions

3. Blog Pages: 2.3% more SEO sessions

C. Dominance on New AI & LLM Platforms

The semantic relevance of the new link graph directly translated to success in the new era of search. Kiteworks saw a staggering 79% expansion in AI Overview presence, with their content citation rate climbing 20% higher than the baseline within just one week.

Kiteworks Expanded its Presence in Al Overview
Kiteworks Expanded its Presence in Al Overview

The Bottom Line

As search changes to Zero Click and traditional SEO struggles, Kiteworks and Quattr proved that strategic internal linking at scale drives resilience and growth in new KPIs:

1. 30% indexation growth reversing decline

2. 79% More Citations in AI Overview

3. 16.72% session improvement while the market declined

4. Traffic preserved during industry-wide volatility

Ready to Transform Your Internal Linking?

About Quattr

Quattr's AI-first platform evaluates like search engines to find opportunities across content, experience, and discoverability. A team of growth concierge analyze your data and recommends the top improvements to make for faster organic traffic growth. Growth-driven brands trust Quattr and are seeing sustained traffic growth.