Discussion Content Types AI Citations

Video, Wikipedia, Reddit - which content types actually get cited by AI platforms?

CO
Content_Type_Researcher · Digital Strategy Lead
· · 132 upvotes · 13 comments
CT
Content_Type_Researcher
Digital Strategy Lead · December 16, 2025

I’ve been analyzing AI citation patterns and the results surprised me.

What I found:

  • YouTube dominates across most categories
  • Wikipedia still hugely important for ChatGPT
  • Reddit influence varies wildly by platform
  • Traditional blog content isn’t cited as much as expected

Questions I’m exploring:

  1. Should we invest more in video?
  2. Is Wikipedia optimization worth pursuing?
  3. How much should we care about Reddit?
  4. Do different industries have different patterns?

My concern: We’ve invested heavily in blog content, but AI seems to prefer video and user-generated content. Are we in the wrong format entirely?

Looking for insights from others who’ve analyzed this.

13 comments

13 Comments

CD
Citation_Data_Analyst Expert AI Research Lead · December 16, 2025

Here’s the comprehensive citation data:

Overall content type citation rates:

Content TypeCitation SharePrimary Platform
YouTube/Video23.3%All platforms
Wikipedia18.4%ChatGPT dominant
Specialized sites48-77%Varies by industry
Reddit2.2-6.6%Perplexity dominant
LinkedIn1.3-17%Growing across all

Platform-specific preferences:

PlatformTop Source% of Top 10
ChatGPTWikipedia47.9%
PerplexityReddit46.7%
Google AI OverviewEducational sites21% Reddit, 18.8% YouTube

Why this matters: A single content strategy won’t work across all AI platforms. You need platform-specific approaches.

Key insight: “Specialized sites” (48-77%) represents industry-specific sources. For your niche, there are likely dominant sources you should appear on.

VS
Video_Strategy_Expert Video Content Director · December 16, 2025
Replying to Citation_Data_Analyst

Let me break down the video opportunity:

Why video dominates: AI treats video as content + context:

  • Transcripts provide text to extract
  • High engagement signals authority
  • Demonstrations are inherently citable
  • YouTube SEO is separate from web SEO

Industry-specific video citation rates:

IndustryYouTube Citation Rate
Gaming93%
E-commerce32.4%
Finance23%
SEO/Marketing39.1%
Health28%

When to invest in video:

  • How-to content
  • Product demonstrations
  • Tutorial content
  • Comparison reviews
  • Complex explanations

When video isn’t necessary:

  • Pure definition queries
  • Statistical/data content
  • Legal/compliance content
  • Quick reference material

Video optimization for AI:

  • Detailed, keyword-rich descriptions
  • Full transcripts on your website
  • Chapters with descriptive labels
  • Thumbnail optimization less important for AI (more for humans)
WR
Wikipedia_Reality Digital PR Specialist · December 15, 2025

Wikipedia is complicated. Here’s the reality:

Why Wikipedia matters for ChatGPT:

  • 22% of LLM training data comes from Wikipedia
  • ChatGPT cites Wikipedia in 47.9% of its top sources
  • It’s treated as neutral, authoritative baseline

Can you get a Wikipedia page? Notability requirements:

  • Significant coverage in reliable sources
  • Independent of the subject
  • Not press releases or paid content

If you can’t get a page:

  1. Wikidata - Lower bar, still valuable
  2. Citations on existing pages - Get mentioned on industry pages
  3. Wikipedia-style content - Structure your content like Wikipedia

What works:

  • Neutral, factual tone
  • Extensive citations
  • Comprehensive coverage
  • Regular updates
  • Clear structure

The honest truth: Most businesses won’t get Wikipedia pages. Focus on:

  1. Getting mentioned on existing Wikipedia pages
  2. Creating Wikipedia-style content on your own site
  3. Building presence where you CAN appear
RI
Reddit_Influence · December 15, 2025

Reddit’s influence is platform-dependent but growing:

Reddit citation by platform:

PlatformReddit % of Top Sources
Perplexity46.7%
Google AI Overview21%
ChatGPT1.8% (but growing)

Why Perplexity loves Reddit:

  • Peer-to-peer authenticity
  • Real-world experiences
  • Diverse perspectives
  • Updated discussions

Reddit strategy (if appropriate for your brand):

  1. Genuine participation in relevant subreddits
  2. Answer questions helpfully (no promotion)
  3. Share expertise, not links
  4. Build karma and account age

Warning signs - avoid:

  • Obvious promotion
  • New accounts pushing products
  • Link dropping
  • Astroturfing (will get you banned and hurt brand)

Better approach: Encourage genuine customers to share experiences. Monitor brand mentions. Engage authentically when appropriate.

Industry relevance: Gaming, tech, finance - Reddit very influential B2B enterprise, healthcare - Less relevant

IB
Industry_Breakdown Content Strategy Consultant · December 14, 2025

Citation patterns by industry:

Health/Medical:

  • NIH: 39%
  • Healthline: 15%
  • Mayo Clinic: 14.8%
  • Cleveland Clinic: 13.8%
  • YouTube: 28%

Finance:

  • YouTube: 23%
  • Wikipedia: 7.3%
  • LinkedIn: 6.8%
  • Investopedia: 5.7%

E-commerce:

  • YouTube: 32.4%
  • Shopify: 17.7%
  • Amazon: 13.3%
  • Reddit: 11.3%

Gaming:

  • YouTube: 93%
  • Reddit: 78%
  • Fandom wikis: 26.7%
  • Steam: 11%

Key insight: Your industry has dominant sources. Identify them. Get presence on them.

Action: Ask AI questions about your industry. Note which sources get cited. Those are your targets.

BC
Blog_Content_Value Content Marketing Manager · December 14, 2025

Don’t abandon blog content yet. Here’s nuance:

Blog content CAN get cited when it:

  • Contains original research/data
  • Uses expert-led, bylined content
  • Has strong E-E-A-T signals
  • Is structured for AI extraction
  • Covers topics YouTube/Reddit don’t

Blog content struggles when it:

  • Restates common knowledge
  • Lacks author expertise signals
  • Uses dense, unstructured format
  • Competes with video for how-to queries
  • Has no unique data or perspective

The “specialized sites” category: That 48-77% of citations going to specialized sites? Many are business blogs with:

  • Industry expertise
  • Original data
  • Proper structure
  • Authority signals

Your strategy: Don’t choose blog OR video. Choose blog AND video for different purposes.

Blog: Data, analysis, comparisons, technical deep-dives Video: How-to, demonstrations, explanations, reviews

PS
Platform_Strategy · December 14, 2025

Here’s how to think about platform-specific strategy:

ChatGPT optimization:

  • Focus: Authority, brand recognition, Bing visibility
  • Content: Wikipedia-style structure, comprehensive
  • Priority: Build brand mentions across authoritative sources

Perplexity optimization:

  • Focus: Fresh content, clear answers, community presence
  • Content: Real-time updates, Reddit engagement
  • Priority: Be where Perplexity looks (news, community, fresh content)

Google AI Overview:

  • Focus: Traditional SEO + AI structure
  • Content: Well-ranked, structured pages
  • Priority: Maintain Google rankings, add AI-friendly structure

Multi-platform approach: Create core content, then:

  • Structured blog post (Google AI)
  • Video version (YouTube/all platforms)
  • Community discussion participation (Perplexity)
  • Press coverage for authority (ChatGPT)

One topic, multiple formats, multiple platforms.

PP
Practical_Pivot · December 13, 2025

Here’s how I pivoted our content strategy:

Before (blog-heavy):

  • 80% blog posts
  • 10% video
  • 10% other

After (diversified):

  • 50% blog (restructured for AI)
  • 30% video (YouTube focus)
  • 15% data/research
  • 5% community participation

Changes made:

  1. Every blog post now has video version (or vice versa)
  2. Added original research to key topics
  3. Created YouTube strategy for how-to content
  4. Genuine Reddit/community participation program
  5. Press coverage for authority building

Results after 6 months:

  • AI citations: Up 340%
  • Video citations: 45% of total AI visibility
  • Blog citations: 35% of total (up from near zero)
  • Traffic from AI: 12% of organic

The lesson: It’s not about abandoning blog content. It’s about:

  1. Restructuring blog for AI extraction
  2. Adding video for demonstration content
  3. Building multi-platform presence
CT
Content_Type_Researcher OP Digital Strategy Lead · December 13, 2025

Great insights. Here’s my revised strategy:

Content type allocation (going forward):

TypeAllocationFocus
Structured blog40%Data, comparisons, guides
Video30%How-to, demonstrations
Research/data15%Original studies
Community10%Reddit/Quora participation
PR/authority5%Third-party mentions

Platform-specific approach:

For ChatGPT:

  • Build brand authority through PR
  • Create Wikipedia-style comprehensive content
  • Focus on Bing visibility

For Perplexity:

  • Fresh, regularly updated content
  • Genuine community participation
  • Clear, extractable answers

For Google AI:

  • Maintain strong SEO
  • Add AI-friendly structure
  • Implement schema markup

Format decisions:

  • How-to content → Video first, blog version second
  • Data/research → Blog first, video summary second
  • Comparisons → Blog with tables, video for detailed review
  • Definitions → Blog with Wikipedia-style structure

Tracking:

  • Use Am I Cited to monitor by content type
  • Track which formats get cited where
  • Iterate based on data

Not abandoning blog, but diversifying and restructuring.

Thanks for the data and perspectives!

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Frequently Asked Questions

What content type gets cited most by AI?
Video content, especially YouTube, leads with approximately 23% of all AI citations. This is followed by Wikipedia at around 18%, specialized industry sources, and community platforms like Reddit. The mix varies significantly by AI platform and industry.
Why does YouTube dominate AI citations?
AI systems treat video as both content and context, extracting transcripts and interpreting engagement signals. YouTube videos often explain complex topics clearly with demonstrations, making them highly citable for how-to and educational queries.
How do different AI platforms cite sources differently?
ChatGPT heavily favors Wikipedia (47.9% of top sources). Perplexity emphasizes Reddit (46.7% of top sources). Google AI Overviews prioritize educational content and correlates strongly with traditional rankings. Each requires different optimization strategies.
Should I create video content for AI visibility?
If your audience asks how-to questions or needs demonstrations, yes. YouTube content cited well across e-commerce (32%), gaming (93%), and education. However, for pure definition queries, written content with Wikipedia-style structure may be more effective.

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