LinkedIn Appears in Only 1.6% of AI Answers to Business Questions

    AI engines cite LinkedIn in 1.6% of their answers to business, careers and software questions, fewer than one answer in 60. Gemini did not cite LinkedIn once in 1,136 business answers, and LinkedIn posts were cited 15 times in 4,966 answers.

    Business answers citing LinkedIn by AI engine
    Perplexity
    4%
    Google AI Mode
    2.6%
    Google AI Overviews
    2.5%
    ChatGPT
    0.3%
    Gemini
    0%

    Source: Suff Digital analysis of 4,966 AI answers to business questions · answers from ChatGPT, Gemini, Perplexity and Google's AI features, September 2026

    AI answers citing LinkedIn by question topic
    Careers
    4.8%
    Business
    4.5%
    Best software
    0.7%
    Software (general)
    0.6%
    Best office products
    0.1%
    Best services
    0%

    Source: Suff Digital analysis of 4,966 AI answers to business questions · answers from ChatGPT, Gemini, Perplexity and Google's AI features, September 2026

    Citations in AI business answers by linkedIn page type
    Long-form articles (Pulse)
    33
    Posts
    15
    Collaborative articles
    11
    Job listings
    10
    Advertising pages
    7
    Hiring pages
    6
    Business pages
    5
    Company pages
    4

    Source: Suff Digital analysis of 4,966 AI answers to business questions · answers from ChatGPT, Gemini, Perplexity and Google's AI features, September 2026

    Source: LinkedIn Appears in Only 1.6% of AI Answers to Business Questions - Suff Digital