Tag: Perplexity

  • How AI Search Engines Prefer Reddit, YouTube, and LinkedIn

    How AI Search Engines Prefer Reddit, YouTube, and LinkedIn

    AI citations

    During a recent study, I discovered that Reddit stands out as the most-cited domain in AI-generated answers. In fact, it’s ahead of heavyweights like YouTube and LinkedIn, thanks to an analysis of 30 million sources conducted by Peec AI, a tool specializing in AI search analytics.

    The findings: I’ve learned that Reddit claims the top spot across various AI platforms including ChatGPT, Google AI Mode, Gemini, Perplexity, and AI Overviews. Top contenders YouTube, LinkedIn, Wikipedia, and Forbes are right behind. Platforms like Yelp and G2 frequently appear when searching for recommendations.

    As I delved deeper into the research, it became clear which domains the AI models tend to lean on:

    • ChatGPT values Wikipedia, Reddit, and editorial sites like Forbes.
    • Google shows preference for platforms such as Facebook and Yelp.
    • Perplexity favors Reddit, LinkedIn, and G2 for queries within the B2B realm.

    Why we care: The insight that resonated with me was the importance of having authority beyond just our own websites. Brands that consistently feature on reputable third-party platforms have a better chance of being cited by AI.

    Why these sources? It’s fascinating to see how AI systems are wired to prioritize both authority and authentic user input:

    • I’ve found that Reddit excels because it mirrors genuine user discussions.
    • YouTube shines in video citations, owing to their comprehensive transcripts and descriptions.
    • Wikipedia not only serves real-time data but also acts as a foundation for training datasets.

    About the data: The analysis spanned 30 million sources, providing a comprehensive look at how often domains are directly cited in AI answers, effectively revealing what shapes these responses.

    The study. For those interested in a deep dive, the full study is available here: Top domains cited by AI search: Analysis based on 30M sources

    Dig deeper. For more on citation research, check out these fascinating reads:


    Inspired by this post on Search Engine Land.


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  • Master GEO: Elevate Your Brand’s Visibility in AI Responses

    Master GEO: Elevate Your Brand’s Visibility in AI Responses

    Welcome to my comprehensive guide on Generative Engine Optimization (GEO). In this ever-evolving digital landscape, mastering GEO has become essential for anyone wanting to enhance their brand’s visibility in AI-driven responses on platforms like ChatGPT, Gemini, Perplexity, and Claude.

    I’ve compiled the latest strategies and data to help you navigate this dynamic area. By following these insights, you’ll not only improve how your brand appears but also engage more effectively with AI-optimized content, ensuring you stay ahead in the competitive digital marketing arena.

    Join me on this journey to master GEO and transform your approach to online branding and content visibility. With focused strategies, my guide covers everything you need to know to make informed decisions and attain greater engagement with your audience.


    Inspired by this post on genmark.ai Blog.


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  • 2 Million LLM Sessions: AI Discovery Insights Revealed

    2 Million LLM Sessions: AI Discovery Insights Revealed

    Analyzing nearly two million LLM sessions across nine industries throughout 2025 was a fascinating journey for me. I began with the assumption that ChatGPT would dominate and that AI usage patterns would be relatively uniform with minimal impact.

    The findings, however, were surprising.

    While ChatGPT does indeed control 84.1% of the trackable AI discovery traffic, it’s primarily serving as a broad-market tool. This discovery significantly impacts strategic approaches.

    In today’s landscape, relying solely on a single discovery strategy is not viable. A multi-platform approach that aligns with how and where users find productivity is essential.

    Brands must now discern which platforms are empowering productivity rather than merely supporting initial discovery phases.

    Various LLMs are excelling in different sectors, often with stark differences. The key takeaway for 2026 is more complex than simply focusing on ChatGPT.

    Here’s what I’ve discovered from the data.

    The Growth Rate Divergence: ChatGPT vs. Competitors

    Throughout 2025, major LLM platforms exhibited significant growth discrepancies:

    • ChatGPT: 3x growth
    • Copilot: 25x growth
    • Claude: 13x growth
    • Perplexity: 1x growth
    • Gemini: 1x growth

    Although ChatGPT grew, Copilot and Claude experienced much more rapid growth. Platforms like Perplexity and Gemini remained steady, reinforcing specific workflows.

    These numbers highlight strategic priorities:

    • Satya Nadella celebrated Copilot reaching 100 million monthly users.
    • Dario Amodei revealed that Anthropic’s revenue grew from $100 million to $8–10 billion in under two years.
    • Aravind Srinivas noted significant interest in Perplexity Finance.

    The focus on growth is crucial because it signals true user value:

    • Copilot excels in the Microsoft ecosystem.
    • Claude appeals to developers.
    • Perplexity thrives among finance professionals.

    Different LLMs are thriving in various industries at markedly different rates.

    Pattern 1: Copilot’s Striking Growth

    Copilot’s remarkable 25x growth is indicative of its premier position in B2B environments reliant on Microsoft tools.

    SaaS

    • ChatGPT: 2x growth
    • Copilot: 21x growth
    • The rapid adoption mirrors modern SaaS practices, embedding LLMs directly into workflows.

    Education

    • ChatGPT: 6x growth
    • Copilot: 27x growth
    • Copilot benefits from educational settings fostering knowledge sharing and synthesis.

    Finance

    • ChatGPT: 4.2x growth
    • Copilot: 23x growth
    • Finance aligns with Copilot due to automation needs and context dependency.

    Copilot’s growth is most pronounced in industries where professionals are deeply integrated with Microsoft tools.

    Instruments like Excel transform into data interpretation powerhouses with Copilot, eliminating the need for external searches.

    ```json
{
  "alt": "Screenshot of stock news headlines from Perplexity Finance with a search bar at the top.",
  "caption": "Stay updated with the latest financial headlines on Perplexity Finance. Track market shifts, tech advancements, and industry changes in real-time.",
  "description": "The image displays a screenshot from Perplexity Finance featuring a list of news headlines related to the stock market and financial sectors. The headlines cover topics like JPMorgan's credit card dominance, Apple's competitive challenges, Tesla's AI developments, and more. A search bar at the top allows users to explore stocks, cryptocurrencies, and other financial topics. The layout is clean and organized, catering to users seeking quick updates and insights into financial markets. Keywords: finance, stocks, market news, Perplexity Finance."
}
```

    Implications

    For work-centric audiences like SaaS, finance, and education specialists, AI discovery is shifting into LLMs embedded in workflows.

    Pattern 2: Perplexity Shines in Finance

    While Perplexity has flat growth overall, it stands strong in finance with a 24% market share, unlike in other sectors where it has diminished.

    • SaaS: down to 7.3%
    • E-commerce: down to 3.4%
    • Education: down to 5.2%
    • Publishers: down to 3.6%

    Finance demands accuracy; thus, traceable sources make Perplexity vital in this sector.

    Partnering with Benzinga, FactSet, and others, Perplexity offers in-depth data vital for financial decisions.

    Trust and verifiability are crucial in finance, and that’s where Perplexity excels.

    Implications

    In finance, selection of platforms that integrate with licensed data and credible sources is critical. Success hinges on being part of these authoritative ecosystems.

    Pattern 3: Claude’s Dominance in Analysis

    With just a 0.6% share, Claude might appear to be an underdog, but it thrives in specialist sectors like publishing and finance.

    • Publishers: 49x growth
    • Education: 25x growth
    • Finance: 38x growth
    • SaaS: 10.3x growth

    Claude’s strength lies in standalone, strategic thinking rather than integrated tools like Copilot.

    • Publishing professionals and financial analysts use Claude for its substantial context window, enabling complex and strategic queries.

    Implications

    Target audiences that require in-depth analysis should focus on creating structured and detailed content. Claude’s user base is smaller but highly influential.

    Pattern 4: Challenges in Tracking Gemini

    The data concerning Gemini is puzzling, showing both growth and declines. This could be attributed to issues with attribution rather than an actual decline in users.

    • Education: −67% tracked traffic
    • SaaS: +1.4x growth
    • Finance: +1.3x growth
    • E-commerce: +2.7x growth

    Gemini’s interaction model keeps users within its ecosystem, making measurement challenging.

    The reality is that usage might still be robust, but the tracking systems need to catch up with user behaviors.

    Implications

    As AI-assisted conversions increasingly occur, traditional last-click attribution models need reconsideration.

    Monitor brand search performance and invest in broader visibility strategies.

    Strategizing Your LLM Approach

    AI discovery is diversifying rather than converging. Tailoring strategies based on your audience’s preferences and behaviors is crucial.

    • Enterprise Audiences: Focus on Copilot integration for SaaS and B2B environments.
    • High-Stakes Decisions: Consider Perplexity’s reliability in providing traceable data.
    • Technical Evaluations: Claude’s detailed analysis capabilities require rich, structured content.
    • Emerging Sectors: Initiate with ChatGPT, monitor for evolving platform preferences.
    • Measurement Challenges: Adjust strategies to accommodate for gaps in tracking.

    Success in AI discovery is rooted in understanding your audience’s platform preferences and their specific needs.

    Read the full study: 2025 State of AI Discovery Report: What 1.96 Million LLM Sessions Tell Us About the Future of Search


    Inspired by this post on Search Engine Land.


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  • Revolutionizing Shopping: ChatGPT & Perplexity’s AI Innovations

    Revolutionizing Shopping: ChatGPT & Perplexity’s AI Innovations

    AI shopping ecommerce

    In the past day, I’ve noticed that ChatGPT and Perplexity have launched new AI-driven shopping tools designed to create more intuitive and personalized shopping experiences. These innovations focus on helping us effortlessly discover, compare, and purchase items using conversational queries tailored to our preferences and history.

    ChatGPT

    Shopping Research. OpenAI is revolutionizing the way I shop by transforming ChatGPT into my personal product researcher.

    When I describe what I need, like a “quiet cordless vacuum” or a “gift for my art-obsessed niece,” ChatGPT kicks in to ask clarifying questions and pulls relevant data from the web. In no time, I receive a customized buyer’s guide.

    Using my preferences and previous interactions, ChatGPT updates recommendations as I react to items with “More like this” or “Not interested.” It’s a truly adaptive experience.

    This feature uses a specialized GPT-5 mini model that’s optimized for shopping and sources reliable information from trusted sites.

    It’s available now for both free and paid ChatGPT users, on web and mobile, with extensive use available through the holiday season.

    Next up, I’ll be able to purchase items directly within ChatGPT thanks to upcoming Instant Checkout integrations.

    Perplexity

    New Shopping Experience. Perplexity has rolled out a free, U.S.-based shopping feature centered around enhancing my shopping without replacing the experience.

    I simply initiate searches with conversations like “best winter jacket for San Francisco ferry commute,” and Perplexity maintains context even when my needs shift.

    It remembers my style and preferences, adjusting future product suggestions accordingly, all while avoiding endless scrolling by providing clear, intent-driven product cards.

    Purchases are quick and seamless, thanks to a partnership with PayPal, while still allowing merchants to manage customer relationships.

    Retailers might pay attention to this, as conversational shopping reportedly increases purchase intent, although some studies caution that AI-driven conversions aren’t always more successful than traditional methods.

    This innovative experience is available now on desktop and web, with mobile apps arriving soon.

    AI shopping assistants like ChatGPT and Perplexity are changing the ecommerce landscape. ChatGPT focuses on deep research while Perplexity offers smooth discovery and integrated checkout, both striving to be our go-to platforms by providing personal and custom shopping recommendations.

    Read more about these announcements:

    ChatGPT: Shopping Research
    Perplexity: Shopping That Puts You First


    Inspired by this post on Search Engine Land.


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