Join us for a first look at what's new in Lantern. What's New at Lantern webinar. [Register now](/content/webinar/whats-new-at-lantern/index.html) Featured insight ## [Lantern MCP for Claude](/content/blogs/lantern-mcp-for-claude/index.html) Lantern MCP brings AI search intelligence into Claude. Track brand mentions, trace citations, compare competitors, and spot gaps in your AI visibility. Nerea ·August 28, 2026 [Read featured article](/content/blogs/lantern-mcp-for-claude/index.html) Recently published ## Latest analysis AI Search ### [The Brands Winning World Cup 2026 AI Search](/content/blogs/the-brands-winning-world-cup-2026-ai-search/index.html) Telemundo leads World Cup 2026 AI citation visibility at 54.2% while FIFA owned domains capture 19.0% of all citations. Lantern’s 2026 data reveals the domains, content formats, and brands capturing AI visibility across the tournament. Nerea AI Search ### [Beyond the Hype: Can Brands Prove Value on ChatGPT Ads?](/content/blogs/beyond-the-hype-can-brands-prove-value-on-chatgpt-ads/index.html) ChatGPT Ads have expanded with new measurement tools but no universal benchmark exists yet. Here is how brands should measure performance across the full customer journey and prove real value from conversational advertising. Nerea ·September 11, 2026 Explore the archive ## All articles Search articles AllAEOAI SearchAnswer Engine OptimizationContent Strategygenerative Engine OptimizationGEOMarketing AgentsTechnical SEO 71articles ### [How AI Search Traffic Share Has Shifted Over the Past Year](/content/blogs/how-ai-search-traffic-share-has-shifted-over-the-past-year/index.html) ChatGPT’s share of AI search traffic reached 52.7% before rising to 55.5% in the latest update, while Gemini moved from 27.8% to 25.6% and Claude remained around 9%. Here’s what the shift means for brand visibility and SEO strategy in 2026. Nerea ·September 10, 2026 ### [Google Rolls Out goto Tracking Parameters](/content/blogs/google-rolls-out-goto-tracking-parameters/index.html) Google has rolled out goto tracking parameters that add an intermediate redirect to some organic search result links. Here is what changed, why it matters, and what it means for systems that collect and analyze search data. Nerea ·September 7, 2026 ### [ChatGPT Citations Shift: Reddit’s Share Drops](/content/blogs/chatgpt-citations-shift-reddit-s-share-drops/index.html) Reddit’s share of ChatGPT citations dropped 86.4% between July and August 2026. Lantern’s data reveals what changed, why it matters, and what brands should do to build a more resilient AI search visibility strategy. Nerea ·September 4, 2026 ### [What Google's Preferred Sources Actually Is](/content/blogs/what-google-s-preferred-sources-actually-is/index.html) Google’s Preferred Sources is reshaping how search engines surface content. Discover what this AI-powered feature means for SEO strategy and how to position a site as a trusted source. Nerea ·September 2, 2026 ### [What the Claude AI Watermark Means for Content Compliance](/content/blogs/what-the-claude-ai-watermark-means-for-content-compliance/index.html) As global AI regulations like the European Union’s AI Act mandate a new era of transparency, Anthropic is exploring invisible watermarking for Claude AI. Explore what evolving traceability expectations mean for consumer companies. Nerea ·August 17, 2026 ### [How to Audit Your Website for AI Search Readiness](/content/blogs/how-to-audit-your-website-for-ai-search-readiness/index.html) Visibility in AI search depends on a website’s ability to be crawled, indexed, interpreted, and cited with confidence. This framework helps leadership evaluate what already drives discoverability and what still needs fixing. Nerea ·July 6, 2026 ### [The New Rules of AI Search: What Gets Recommended and Why](/content/blogs/the-new-rules-of-ai-search-what-gets-recommended-and-why/index.html) If an AI engine can't cleanly lift a chunk of your content and have it still make sense on its own, it simply won't get recommended, no matter how strong your brand is. Nerea ·July 1, 2026 ### [The Marketing Agent Workspace for AI Search](/content/blogs/introducing-the-new-lantern/index.html) Lantern is now more than an AI visibility tracker. Learn how the platform's autonomous marketing agents, unified SEO dashboard, and revenue attribution tools help modern marketing teams. Gideon, Founder·June 7, 2026 ### [An Introduction to Content Engineering](/content/blogs/content-engineering/index.html) Content engineering is the practice of designing, building, and optimizing systems that produce content at scale, rather than producing content directly. Collins·May 25, 2026 ### [Google Search Just Changed Forever](/content/blogs/google-search-just-changed-forever/index.html) Google I/O 2026 redefined search with AI agents, a reimagined search box, and 1B+ AI Mode users. Here's what it means for your brand's visibility in the AI era. Gideon, Founder·May 22, 2026 ### [AI Is Getting Your Brand Facts Wrong](/content/blogs/ai-is-getting-your-brand-facts-wrong/index.html) AI systems are actively describing your brand to potential buyers right now. If the information is wrong, outdated, or framed against you, you are losing deals you never knew were happening. Here is what causes it and how to fix it. Collins·May 17, 2026 ### [The Complete GEO Glossary for 2026](/content/blogs/the-complete-geo-glossary-for-2026/index.html) This article provides a definitive glossary of GEO, AEO, LLMO, AI SEO, and related terms, while showing how to measure AI Search Visibility in practice. It also outlines a monitoring framework for citations, mentions, sentiment, and AI-referred traffic Collins·May 17, 2026 ### [AI Search Ads Are Here. Here's What It Means for marketers](/content/blogs/ai-search-ads-are-here-here-s-what-it-means-for-marketers/index.html) ChatGPT ads are live. Google shows paid placements in 25.5% of AI Overviews. Here's how paid and organic interact in AI search and the specific moves that protect your citation share. Collins·May 14, 2026 ### [The Best AI Marketing Agent Tools for AI Search Visibility in 2026](/content/blogs/the-best-ai-marketing-agent-tools-for-ai-search-visibility-in-2026/index.html) This listicle breaks down the best AI Agents tools in the marketing space right now, what each one actually does well, and where each one falls short. Collins·May 14, 2026 ### [The Collaboration Software Brands Dominating AI Search and Why](/content/blogs/the-collaboration-software-brands-dominating-ai-search-and-why/index.html) Third-party review platforms dominate AI citations in collaboration software. Lantern's April 2026 data shows which content formats and intent categories are driving visibility. Gideon, Founder·May 13, 2026 ### [What is Zero-Click Search in 2026](/content/blogs/what-is-zero-click-search-in-2026/index.html) 60% of searches now end without a single click. Someone got their answer, formed an opinion, and moved on and none of it shows up in your analytics. Here's what zero-click search actually means for marketing teams, and what to do about it. Collins·May 1, 2026 ### [What is Semantic Chunking](/content/blogs/what-is-semantic-chunking/index.html) Semantic chunking is the practice of structuring your content into self-contained, meaning-complete segments so that when AI systems break your page into pieces to retrieve and cite, each piece makes sense on its own. Collins·April 7, 2026 ### [What Works and What Doesn't in Generative Engine Optimization](/content/blogs/what-works-and-what-doesn-t-in-generative-engine-optimization/index.html) Most GEO advice recycles the same checklist. This breaks down what actually moves the needle in AI search, what looks like it should work but doesn't, and what's quietly hurting brands in 2026. Collins·March 30, 2026 ### [Lantern Now Publishes to WordPress and HubSpot | AI Search Agents](/content/blogs/lantern-now-publishes-to-wordpress-and-hubspot/index.html) Lantern's agent monitors your AI search visibility, finds what competitors are winning, researches the gaps, writes the content, and publishes it directly to WordPress or HubSpot. Automatically. Collins·March 30, 2026 ### [Google Search March 2026 core update](/content/blogs/google-search-march-2026-core-update/index.html) Google officially began rolling out its March 2026 Core Update on March 27, 2026 and it is still in progress. The rollout is expected to take up to two weeks to complete Collins·March 30, 2026 ### [AI Crawlers Do Not Render JavaScript](/content/blogs/ai-crawlers-do-not-render-javascript/index.html) AI Crawlers Do Not Render JavaScript: What GPTBot, ClaudeBot, and PerplexityBot Actually See Collins·March 23, 2026 ### [AI referral traffic: sources, conversion rates & GA4 tracking](/content/blogs/chatgpt-drives-87-of-ai-referral-traffic/index.html) ChatGPT drives 87.4% of all AI referral traffic and those visitors convert 4.4x higher than organic. Here's what it means for your content strategy in 2026. Collins·March 23, 2026 ### [Lantern for Content Teams: Scale Without Adding Headcount](/content/blogs/lantern-for-content-teams-scale-without-adding-headcount/index.html) Content teams are producing more with the same headcount and losing the AI citation battle. Here's how Lantern's 10-step workflow fixes both problems at once. Collins·March 20, 2026 ### [Why Your Old Content Is Losing AI Citations](/content/blogs/why-your-old-content-is-losing-ai-citations/index.html) 62% of the most cited pages in AI search were published in the last 6 months. Here's why freshness matters, which content to refresh first, and how to do it right. Collins·March 20, 2026 ### [What Is a Brand Kit for AI Search And Why It Comes First](/content/blogs/what-is-a-brand-kit-for-ai-search-and-why-it-comes-first/index.html) Before your AI agents write a single word, they need to know who they're writing for. Here's what a Brand Kit and Knowledge Base do and how to set both up. Collins·March 19, 2026 ### [Your Autonomous AI Search Analyst](/content/blogs/monitor-agent-autonomous-ai-search-analyst/index.html) Lantern's Monitor Agent runs after every AI visibility scan, finds citation gaps, and acts on them automatically. Here's exactly how it works. Collins·March 19, 2026 ### [Site Audit Signals That Matter for AI Search | Lantern](/content/blogs/site-audit-signals-that-matter-for-ai-search/index.html) AI engines crawl your site differently from Google. Here are the 6 technical signals including llms.txt, schema, and semantic completeness that actually move AI citations. Collins·March 18, 2026 ### [Lantern for SEO Teams: Extend Your Strategy Into AI Search](/content/blogs/lantern-for-seo-teams-extend-your-strategy-into-ai-search/index.html) SEO teams already have the data, authority, and workflows AI search needs. Here's how Lantern extends what you've built into AI citations — without adding headcount. Collins·March 18, 2026 ### [The 5 Best GEO Tools for Marketers in 2026](/content/blogs/the-5-best-geo-tools-for-marketers-in-2026/index.html) Lantern is the strongest choice for marketing teams that want a single platform covering the full GEO workflow from identifying citation gaps to closing them without a dedicated analyst to interpret dashboard output. Collins·March 17, 2026 ### [10 Most-Cited Domains Across ChatGPT, Perplexity, Gemini, and Claude. Here's the Pattern](/content/blogs/10-most-cited-domains-across-chatgpt-perplexity-gemini-and-claudee-here-s-the-pattern/index.html) Lantern's February 2026 AI Citation Content Visibility Report analyzed over 200 million citations collected directly from the interfaces of ChatGPT, Perplexity, Gemini, and Claude. Collins·March 17, 2026 ### [The Content Format That Wins AI Citations](/content/blogs/the-content-format-that-wins-ai-citations/index.html) Listicles drive 35.6% of all AI citations more than any other format. Lantern's 200M+ citation dataset reveals why, and what your content team should do now. Collins·March 16, 2026 ### [91% of AI Citations Ignore Your Website](/content/blogs/91-of-ai-citations-ignore-your-website/index.html) Lantern analyzed 200M+ AI citations. 91% don't come from brand websites. Here's what's actually driving AI search visibility and what to do about it. Collins·March 16, 2026 ### [Marketing Agents for AI Search](/content/blogs/marketing-agents-for-ai-search/index.html) The brands winning AI search right now aren't working harder. They're deploying smarter agents. Collins·March 8, 2026 ### [Lantern vs Limy: The Best AI Search Platform for Marketing Teams](/content/blogs/lantern-vs-limy-the-best-ai-search-platform-for-marketing-teams/index.html) The question is no longer whether AI search visibility matters. It is which tool is equipped to help you win it. Collins·March 8, 2026 ### [How to Measure AI Search Visibility: Step-by-Step Guide for 2026](/content/blogs/how-to-measure-ai-search-visibility-step-by-step-guide-for-2026/index.html) Rankings still matter, but AI visibility is rising fast. Learn how to measure and maximize your presence in ChatGPT, AI Overviews, and more. Collins·February 24, 2026 ### [The Complete SEO and AI Search monitoring Platform](/content/blogs/the-complete-seo-and-ai-search-monitoring-platform/index.html) Search visibility isn't just Google anymore. Lantern now tracks both SEO performance and AI citations in one dashboard Gideon, Founder·February 20, 2026 ### [How To Track Reddit Citations in AI Search Results](/content/blogs/track-reddit-reddit-insights-and-rank-in-ai-search/index.html) See which Reddit threads get cited by AI. Know exactly where to post content to boost your brand's AI visibility. Gideon, Founder·February 19, 2026 ### [Introducing AI Search Page Tracking](/content/blogs/introducing-ai-search-page-tracking/index.html) Want to track how your content performs in AI search? Lantern’s page tracker shows which pages get cited in ChatGPT, Claude, Perplexity, and major AI models. Gideon, Founder·February 18, 2026 ### [The Complete Content Workflow for Strapi](/content/blogs/a-complete-content-workflow-for-strapi/index.html) Lantern’s Strapi integration replaces manual content workflows with an end-to-end content flow that publishes to Strapi in one click, no copy-pasting or formatting fixes required. Gideon, Founder·February 17, 2026 ### [Introducing support for Claude](/content/blogs/lantern-now-support-for-claude-ai/index.html) We're excited to announce the launch of support for Anthropic Claude, a major new step in helping businesses understand how their products appear and perform across AI surfaces. Gideon, Founder·February 16, 2026 ### [Google's February 2026 Discover Core Update](/content/blogs/google-february-2026-discover-core-update/index.html) As with all core updates, this change may lead to fluctuations in Discover traffic. Some sites might see increases or decreases; many sites may see no change at all. Collins·February 12, 2026 ### [AI Search Visibility for Agencies: A Complete Guide](/content/blogs/ai-search-visibility-for-agencies-a-complete-guide/index.html) Managing AI search visibility for agencies at scale requires centralized tracking. Learn how to monitor and report results across multiple clients. Ruth ·February 6, 2026 ### [AEO vs SEO in 2026: Key Differences and Why You Need Both Across Google, ChatGPT, and More](/content/blogs/aeo-vs-seo-in-2026-key-differences-and-why-you-need-both-across-google-chatgpt-and-more/index.html) In 2026, “search” is no longer a single interface. People still use classic search engines, but they increasingly ask questions inside answer-first experiences, AI summaries in search results. Collins·February 6, 2026 ### [What is answer engine optimization (AEO)?](/content/blogs/what-is-answer-engine-optimization-aeo/index.html) Answer Engine Optimization (AEO) is the practice of structuring and formatting content so AI-powered tools like ChatGPT, Perplexity, Google AI Overviews, and voice assistants can easily understand, trust, and cite it as direct answers to user queries. Collins·February 2, 2026 ### [Query Fanout in AI Search Engines](/content/blogs/what-is-query-fan-out-and-why-you-should-care/index.html) Query fanout is the number of distinct downstream “work units” (subrequests, probes, or subqueries) that an AI search system initiates to satisfy a single user query, typically executed in parallel and then aggregated. Collins·February 1, 2026 ### [How to Rank in Google AI Overviews](/content/blogs/how-to-rank-in-google-ai-overviews/index.html) Eligibility is the same baseline as traditional Google Search. Your page must be indexed and eligible to show a snippet, and it must meet Google Search technical requirements. Collins·February 1, 2026 ### [How to Optimize WordPress Sites for AI Search Visibility](/content/blogs/how-to-optimize-wordpress-sites-for-ai-search-visibility/index.html) AI search is reshaping how consumers discover and purchase products. Instead of scanning traditional search results, users increasingly rely on generative AI tools such as ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews to get recommendations. Ruth ·January 28, 2026 ### [ChatGPT Ads is here: What OpenAI Announced and How Brands Should Prepare](/content/blogs/chatgpt-ads/index.html) ChatGPT ads are coming. Here’s what OpenAI confirmed, what it means for marketers, and the visibility strategy to win when answers can be either sponsored or organic. Collins·January 25, 2026 ### [SEO Is Not Enough Anymore in 2026](/content/blogs/seo-is-not-enough-anymore-in-2026/index.html) To succeed in 2026, brands must excel across three interconnected but distinct optimization disciplines. Each layer serves a different purpose, targets different platforms, and requires different content strategies and technical implementations. Collins·January 22, 2026 ### [What Marketing Teams Should Focus on for AI Search in 2026](/content/blogs/ai-search-2026-marketing-strategy/index.html) Rankings still matter but citations and inclusion in AI answers matter more. This guide outlines the 2026 AI-search priorities for content, technical SEO, measurement, and brand authority. Collins·January 20, 2026 ### [ChatGPT Commerce Is Live](/content/blogs/chatgpt-commerce-is-live/index.html) In September 2025, Shopify and OpenAI launched a feature that fundamentally changed where and how people buy products online Instant Checkout, which allows users to discover and purchase items directly inside ChatGPT conversations Collins·January 15, 2026 ### [ChatGPT, Perplexity, and Google AI Redefining Search](/content/blogs/chatgpt-perplexity-and-google-ai-redefining-search/index.html) AI discovery now runs on three systems, ChatGPT, Perplexity, and Google AI Overviews. This guide explains how each one sources and cites information, what breaks when you rely on SEO alone, and the operating system brands need to earn citations and recommendations. Collins·January 15, 2026 ### [AI Search Visibility Tools 2026 Buyer's Guide](/content/blogs/ai-search-visibility-tools-2026-buyers-guide/index.html) Lantern tracks visibility across ChatGPT, Perplexity, Gemini, Google AI Overviews, and Claude, presenting everything in one unified dashboard instead of separate platform silos. Collins·January 13, 2026 ### [The AI Search Citation Playbook](/content/blogs/the-ai-search-citation-playbook/index.html) We've all spent years optimizing for Google's blue links. But now your prospects are asking ChatGPT, Perplexity, and Google's AI Overviews for recommendations and if your brand isn't being cited, you're invisible. Collins·January 13, 2026 ### [What is Generative Engine Optimization (GEO)](/content/blogs/generative-engine-optimization/index.html) Generative Engine Optimization (GEO) is the process of optimizing content for AI-driven search engines and generative models that deliver more sophisticated, human-like responses to user queries. Collins·January 9, 2026 ### [How AI Search Is Changing the Product Discovery Journey](/content/blogs/how-ai-search-is-changing-the-product-discovery-journey/index.html) Many people are making speculations and dropping hot takes about the emergence of AI and its impact on the search experience. Aishat ·January 5, 2026 ### [Dominating Q1 2026 AI Search Traffic](/content/blogs/dominating-q1-2026-ai-search-traffic/index.html) The holiday season is the most competitive time of year for search visibility—but it's also the most lucrative. Collins·December 9, 2025 ### [2025 Search Recap: Trends, Data & What's Next](/content/blogs/2025-search-recap-trends-data-and-what-s-next/index.html) Ranking #1 is no longer enough. Your content must be cited within AI-generated answers to capture user attention. Brands that optimized for AI citations saw 40% higher brand recall than those relying solely on traditional rankings. Collins·December 9, 2025 ### [7 Technical Checks Your Site Will Fail (And How to Fix Them)](/content/blogs/7-technical-checks-your-site-will-fail-and-how-to-fix-them/index.html) Is your site invisible to ChatGPT and Perplexity? Our 2025 audit reveals 7 hidden technical errors blocking AI crawlers—and how to fix them today. Collins·December 2, 2025 ### [SEO Writing vs AEO Writing:](/content/blogs/seo-writing-vs-aeo-writing/index.html) The content that ranked #1 on Google in 2024 might be completely invisible to ChatGPT in 2025. Here's why SEO and AEO writing are fundamentally different. Collins·December 2, 2025 ### [Your Lantern AEO Dashboard](/content/blogs/your-lantern-aeo-dashboard/index.html) Stop guessing and start winning in AI search. This detailed guide walks you through every feature of the Lantern dashboard, your complete AEO workflow. Collins·December 1, 2025 ### [How to Detect and Correct AI Hallucinations About Your Brand](/content/blogs/how-to-detect-and-correct-ai-hallucinations-about-your-brand/index.html) AI is getting your brand facts wrong. This guide provides a 4-step framework for marketers to fight back against AI hallucinations and protect brand reputation. Collins·December 1, 2025 ### [Beyond Text: Optimizing Data Tables, PDFs, and Infographics for AI Citation](/content/blogs/optimizing-data-tables-pdfs-and-infographics-for-ai-citation/index.html) Platforms like Perplexity, ChatGPT (Search), and Google Gemini don’t just "read" pages; they ingest them into RAG (Retrieval-Augmented Generation) systems. These systems chop your content into "chunks" to generate answers. Collins·December 1, 2025 ### [The /llms.txt Standard: Optimizing Web Content for AI Agents & LLMs](/content/blogs/llms-txt-standard-ai-optimization/index.html) Learn how to implement the /llms.txt standard to maximize context window efficiency for ChatGPT, Claude, and Gemini. A technical guide to AEO and clean markdown structure. Collins·November 29, 2025 ### [AI Search Optimization Tools for Brand Visibility in 2026](/content/blogs/ai-search-optimization-tools-for-brand-visibility-in-2026/index.html) Explore the best AI search optimization tools to boost your brand’s visibility across ChatGPT, Gemini, and Google AI in 2026. Learn how Lantern and other platforms track, analyze, and improve AI-driven Collins·November 29, 2025 ### [AI Search Optimization vs Traditional SEO in 2025](/content/blogs/ai-search-optimization-vs-traditional-seo-in-2025/index.html) Brands that stay ahead of AI platforms will be the ones winning new customers in 2025—wherever they search, or whatever asks the question for them. Collins·November 29, 2025 ### [Google AI Overviews Changes the Customer Journey](/content/blogs/google-ai-overviews-changes-the-customer-journey/index.html) Google's AI Overviews represents one of the most significant shifts in search since the Google's inception, fundamentally altering how users discover information and how brands capture attention online Collins·November 27, 2025 ### [How to Get your Website ready for AI Search](/content/blogs/how-to-get-your-website-ready-for-ai-search/index.html) The rise of AI-powered search engines like ChatGPT, Perplexity, Claude, and Google's AI Overviews has fundamentally changed how content is discovered and cited on the web. Collins·November 14, 2025 ### [What Is AI Search Visibility?](/content/blogs/what-is-ai-search-visibility/index.html) AI search visibility is the measure of how often and how well your brand appears in responses created by AI. These responses can be chat answers, summaries, or lists of trusted sources.​ Collins·October 30, 2025 ### [Why Your Brand is Invisible on ChatGPT & Perplexity](/content/blogs/why-your-brand-is-invisible-on-chatgpt-and-perplexity/index.html) Your brand might be losing 3–12% of organic demand to AI answers. Learn the 5 signs of an AI visibility gap and how to fix it with Generative Engine Optimization (GEO). Collins·October 1, 2025 ### [Your Most Important website Visitor Is No Longer Human in 2026](/content/blogs/your-most-important-website-visitor-is-no-longer-human-in-2026/index.html) The data is clear and shocking​, 51% of all internet traffic is now generated by bots, not humans.​ Let that sink in. More than half of every single visitor, click, and page load on the internet is a machine, not a person. Collins·September 3, 2025