Perplexity Cites Sites Generating Massive "Best AI Software" Content

jakobgreenfeld· September 2, 2026 View original

Key takeaways

  • Three sites created over 215,000 "best AI software" pages.
  • Perplexity AI is citing these potentially low-quality pages.
  • This raises concerns about AI content sourcing and reliability.
  • SEO-driven content can influence AI outputs.

Who benefits

Digital MarketingContent CreationSEOTechMedia

Summary

Three specific websites have generated an astonishing 215,128 "best software" pages related to AI, and Perplexity AI is reportedly citing these pages. This raises questions about content quality and AI's reliance on potentially low-value, SEO-driven content.

A recent observation highlights that a mere three websites have produced an immense volume of content, specifically 215,128 pages dedicated to "best AI software" lists. What's particularly noteworthy is that Perplexity AI, a prominent AI-powered search engine, has been found to reference these pages in its responses. This situation brings to light concerns regarding the proliferation of SEO-optimized, potentially low-quality content designed to rank highly in search results. It also prompts a discussion about the sourcing mechanisms of advanced AI models and their potential to amplify or validate such content, impacting the reliability of information presented to users.

Why it matters

Professionals in AI development, content strategy, and digital marketing should be aware of how AI models are sourcing information and the implications for content quality, SEO, and information reliability.

How to implement this in your domain

  1. 1Audit content strategies to ensure focus on genuine value over pure keyword stuffing.
  2. 2Develop internal guidelines for AI-assisted content creation to maintain quality and originality.
  3. 3Evaluate the sources cited by AI tools used within your organization for reliability.
  4. 4Educate teams on critical evaluation of AI-generated or AI-sourced information.
  5. 5Advocate for transparency in AI model sourcing and ranking algorithms.

Original post by jakobgreenfeld

"Three sites made 215,128 “best software” pages for AI. Perplexity cites them"

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