Data Collected: Monitored LinkedIn content performance across major AI platforms using BrightEdge AI Catalyst to analyze:

• Citation rates by content type

• Platform-specific preferences

• Week-over-week growth patterns

• Content format effectiveness

Key Finding: LinkedIn performs 41.7x better than the average domain for AI citations—yet 98% of LinkedIn content gets zero AI visibility. The 2% that breaks through follows strict patterns: LinkedIn Learning courses and educational Pulse articles dominate, while social posts, company updates, and thought leadership are completely ignored.

The Big Numbers

• 41.7x better performance than average domain

• 100% week-over-week growth in Pulse article citations

• 9x more LinkedIn citations on Google AI vs ChatGPT

• 0% citations for company posts and status updates

• 2% of LinkedIn content actually gets cited by AI

The Content Type Breakdown

Where LinkedIn Gets AI Citations

LinkedIn Learning

• Highest performing content type across all platforms

• Preferred by ChatGPT for educational queries

• Curated, trusted educational resource

• Evergreen visibility that compounds

Pulse "How-To" Articles

• Growing 100% week-over-week

• Dominates Google AI Overview citations

• Financial and professional guides perform best

• Educational format critical for success

Where LinkedIn Gets ZERO Citations

Social Content

• Company page posts

• Personal status updates

• Employee spotlights

• Event recaps

Engagement Content

• Thought leadership posts

• Industry hot takes

• Poll questions

• Viral content attempts

Promotional Content

• Product announcements

• Partnership news

• "We're hiring" posts

• Award celebrations

AI Platform Preferences for LinkedIn

High LinkedIn Citation Platforms

Google AI Overview

• 9x more citations than ChatGPT

• Strong preference for Pulse articles

• Emerging focus on Advice/Q&A content

• Delivers majority of LinkedIn's AI visibility

ChatGPT

• Prefers LinkedIn Learning courses

• Main domain citations

• Ignores Pulse articles

• Educational content focus

Low LinkedIn Citation Platforms

Perplexity

• Ultra-selective approach

• Only 1.6% of LinkedIn URLs cited

• Specific how-to content preference

• Minimal overall presence

Google AI Mode

• Near-zero LinkedIn citations

• 0.06% success rate

• Not a priority for optimization

• Focus efforts elsewhere

Query Patterns That Surface LinkedIn

High LinkedIn Visibility Queries

• "How to choose a financial advisor"

• Professional development paths

• Career transition strategies

• B2B marketing techniques

• Business strategy frameworks

• Industry-specific tutorials

• Technical skill training

• Leadership development

Zero LinkedIn Visibility Queries

• Consumer product searches

• Entertainment content

• Health and medical queries

• Recipe and cooking content

• Local business searches

• Weather and news

• General how-to (non-professional)

• Shopping comparisons

Takeaways from Data

LinkedIn Learning's Hidden Value: While becoming an instructor requires significant effort—application, collaboration, scripted content—the ROI is substantial. Your course joins LinkedIn's most AI-visible content category with guaranteed placement and payment.

The Pulse Article Formula: Only educational, guide-style Pulse articles get citations. The 100% weekly growth suggests early movers in 2026 could establish lasting advantages. Focus on "how-to" formats over thought leadership.

Platform Strategy Matters: Google AI Overview delivers the vast majority of LinkedIn citations. Optimize for Google's preferences (Pulse articles) while maintaining LinkedIn Learning content for ChatGPT visibility.

Social Content's AI Invisibility: Traditional LinkedIn engagement tactics—posts, updates, viral content—are completely invisible to AI engines. This doesn't mean abandon them, but recognize they serve different purposes than AI discovery.

The 2026 Opportunity: With explosive weekly growth and clear content preferences emerging, B2B marketers who adapt their LinkedIn strategy for AI visibility could capture significant competitive advantage.