amsive AI citations

You're asking about the meaning of **"LLM traffic"**—and while the term appears in various contexts, its most common usage today relates to web analytics and SEO. Here's a breakdown of what it means, with sources included for clarity: --- ## What Does "LLM Traffic" Mean? **LLM traffic** refers to website visitors who arrive via referrals from **Large Language Models (LLMs)**—such as ChatGPT, Perplexity, Gemini, and others. These platforms often offer synthesized answers and citations, and when users click on those sources, that is counted as "LLM traffic." ### Key Characteristics: * It’s a form of **referral traffic** (from AI-powered tools rather than search engines) ([Search Engine Land][1], [SALT.agency®][2]). * Often involves **high-intent visitors**—users who click through already engaged or interested, having received condensed, curated content ([CXL][3], [hockeystack.com][4]). * Volume tends to be **low but growing**, often under 1–2% of overall traffic, though it may carry significant influence ([Amsive][5], [Everspring][6], [SALT.agency®][2]). --- ## Why It Matters for SEO & Marketing 1. **A New Channel for Discovery:** * LLMs can act as "answer engines," exposing users to brands or content they might not reach via traditional search ([Everspring][6], [Search Engine Land][1]). 2. **Higher Intent and Engagement:** * Sessions referred from LLMs tend to have **longer session durations** and **stronger engagement** compared to traditional organic sources ([CXL][3], [hockeystack.com][4]). 3. **Tracking & Analytics Are Different:** * Standard web analytics may not easily attribute traffic from LLMs, especially since many interactions can remain "zero-click"—users may see your content in the LLM output and not visit the site ([Everspring][6], [withdaydream.com][7]). 4. **Optimization Strategies:** * To capture LLM traffic, focus on: * **Well-structured, concise answers** that can be easily cited. * **Passage-level optimization**, since LLMs often pull specific sections rather than entire pages ([majestic.com][8], [CXL][3], [hockeystack.com][4]). * Strong SEO practices—clear headings, freshness, authority—still apply and help content get surfaced by LLMs ([majestic.com][8], [Backlinko][9]). 5. **Growing Influence Over Time:** * LLMs are increasingly becoming platforms of discovery; some forecasts suggest that LLM-driven traffic may surpass traditional search by as early as 2027 ([Backlinko][9]). --- ## In Summary * **Definition**: "LLM traffic" is web traffic coming from AI-powered language models that list and cite external sources. * **Why It Matters**: Though currently small in volume, this traffic tends to be high-intent and may grow in importance as discovery habits shift. * **Implications**: * SEO strategies must evolve to include passage-level optimization and structured, concisely written content. * Analytics systems (like GA4) need custom setups to properly track and leverage this emerging traffic channel. --- Let me know if you'd like help setting up analytics for LLM referral tracking (e.g. GA4 configurations), crafting content specifically for LLM visibility, or evaluating your site's current performance with LLM attribution! [1]: https://searchengineland.com/llms-referral-traffic-engagement-453798?utm_source=chatgpt.com "LLMs are driving referral traffic" [2]: https://salt.agency/blog/how-to-track-referral-traffic-from-ai-platforms-llms/?utm_source=chatgpt.com "How to track referral traffic from AI platforms & LLMs" [3]: https://cxl.com/blog/llm-chatgpt-traffic-vs-google-traffic/?utm_source=chatgpt.com "LLM Traffic vs Google Traffic: The Shift to Demand and ROI" [4]: https://www.hockeystack.com/lab-blog-posts/llm-traffic-in-2025-early-performance-real-intent-uneven-results?utm_source=chatgpt.com "LLM Traffic in 2025: Early Performance, Real Intent ..." [5]: https://www.amsive.com/insights/seo/does-llm-traffic-convert-better-than-organic-a-new-data-backed-study/?utm_source=chatgpt.com "Does LLM Traffic Convert Better Than Organic? A New ..." [6]: https://www.everspringpartners.com/is-2-of-website-traffic-from-llms-a-bad-thing?utm_source=chatgpt.com "Is 2% of Website Traffic from LLMs a Bad Thing?" [7]: https://www.withdaydream.com/library/measure-traffic-from-llm-platforms?utm_source=chatgpt.com "Measure Traffic from LLM Platforms - Daydream" [8]: https://majestic.com/seo-in-2025/additional-insights/sean-barber?utm_source=chatgpt.com "Why tracking LLM traffic matters" [9]: https://backlinko.com/llm-visibility?utm_source=chatgpt.com "LLM Visibility: The SEO Metric No One Is Reporting On (Yet)"

https://searchengineland.com/llms-referral-traffic-engagement-453798; https://www.amsive.com/insights/seo/does-llm-traffic-convert-better-than-organic-a-new-data-backed-study/; https://www.everspringpartners.com/is-2-of-website-traffic-from-llms-a-bad-thing; https://www.perplexity.ai/; https://www.perplexity.ai/academic; https://www.perplexity.ai/discover; https://www.perplexity.ai/finance; https://www.perplexity.ai/library; https://www.perplexity.ai/search/llm-traffic-meaning-CwRMshMgR96z4UDxSKIyuQ; https://www.perplexity.ai/spaces/templates/; https://www.perplexity.ai/sports; https://www.perplexity.ai/travel; https://www.withdaydream.com/library/measure-traffic-from-llm-platforms

If you're looking for agencies that help brands **rank in AI-generated answers**—often referred to as *Answer Engine Optimization (AEO)* or *Generative Engine Optimization (GEO)*—here’s a curated list of top players, what they specialize in, and what makes them stand out: --- ### Notable Agencies in AEO / GEO #### 1. **Go Fish Digital** Recognized for its deep technical knowledge, Go Fish Digital leverages core Google patents and proprietary tools to help brands appear in AI Overviews and LLM “answer engines.” Their toolkit includes content audits, *AI Overview Analyzers*, and similarity scoring to reverse-engineer answer inclusion. ([Go Fish Digital][1]) #### 2. **iPullRank** iPullRank offers a proprietary “Relevance Engineering” approach—blending technical SEO, digital PR, generative AI, and content strategy—to build brand visibility in AI Overviews, ChatGPT, and Google’s AI modes. ([Concurate][2], [Go Fish Digital][1]) #### 3. **Omniscient Digital** Highly rated in GEO agency rankings (e.g., by generatemore.ai), Omniscient Digital delivers content strategies tailored to AI search visibility. ([generatemore.ai][3], [Go Fish Digital][1]) #### 4. **Spicy Margarita** A specialized GEO agency that focuses exclusively on helping brands surface in AI-generated search results. They structure content to align with LLM needs across platforms like ChatGPT, Gemini, and Perplexity. ([generatemore.ai][3], [Concurate][2], [Go Fish Digital][1]) #### 5. **Siege Media** Best suited for large enterprises, Siege Media delivers data-intensive content strategies optimized for AI visibility. ([generatemore.ai][3], [Concurate][2]) #### 6. **First Page Sage** They focus on technical SEO and AI optimization, delivering high ROI for technical or complex product companies seeking inclusion in AI answer engines. ([generatemore.ai][3], [Concurate][2]) #### 7. **GenerateMore** Tailored for startups and businesses working within tight marketing budgets, GenerateMore.ai takes a streamlined GEO-first approach to boost AI search visibility. ([generatemore.ai][3]) #### 8. **Epic Slope, Omnius, Avenue Z** Highlighted in Writesonic’s 2025 GEO agency list, these firms specialize in increasing AI citations and overall GEO performance. ([Writesonic][4]) #### 9. **Xponent21** A psychology- and conversion-focused agency, Xponent21 is known for being frequently cited in AI-generated answers related to AI search optimization, reflecting its own strong brand visibility among LLMs. ([Xponent21][5]) #### 10. **Concurate** This boutique SEO + PR agency blends AEO with media outreach and programmatic SEO. They emphasize gaining brand mentions within AI search systems—e.g., helping a client get “edge integration” services listed in ChatGPT responses. ([Concurate][2]) --- ### Additional Tools & Platforms * **Profound**: A software platform (not an agency) that helps brands track and manage how often they're cited by AI answer engines like ChatGPT, Gemini, and Claude. It also offers guidance to improve inclusion via AI-optimized content. ([Wikipedia][6]) * **Otterly.ai**: Focuses on monitoring and optimizing brand visibility in LLM responses, partnered with platforms like Semrush to power AI search analytics. ([Wikipedia][7]) --- ### Summary: Agency Fit by Needs | Your Need | Recommended Agencies | | ----------------------------------- | ------------------------------------------- | | Deep technical SEO + AI focus | **Go Fish Digital**, **iPullRank** | | Specialized GEO/AEO positioning | **Spicy Margarita**, **Omniscient Digital** | | Enterprise-scale content strategies | **Siege Media**, **First Page Sage** | | Startup or budget-first approaches | **GenerateMore**, **Xponent21** | | SEO + PR blend with AI visibility | **Concurate** | --- ### Industry Trends & Context * The shift from traditional SEO to AEO/GEO reflects changing user behavior—users increasingly rely on AI chatbots for answers, not search links. * Tools like Profound and Brandtech analyze how brands are referenced in AI responses and help optimize content accordingly. ([ft.com][8]) * AI answer engines are reshaping discoverability. Agencies that can adjust their strategies accordingly are gaining competitive advantage. ([businessinsider.com][9], [amsive.com][10], [Wikipedia][11]) --- Let me know if you'd like help comparing rates, client case studies, or choosing the best fit based on industry or content style! [1]: https://gofishdigital.com/blog/generative-engine-optimization-agencies/?utm_source=chatgpt.com "6 Generative Engine Optimization (GEO) Agencies & ..." [2]: https://concurate.com/top-ai-seo-pr-optimization-agencies/?utm_source=chatgpt.com "Top 15 SEO & PR Agencies Driving AI Visibility in 2025" [3]: https://generatemore.ai/blog/top-generative-engine-optimization-agencies?utm_source=chatgpt.com "8 Top Generative Engine Optimization Agencies [2025]" [4]: https://writesonic.com/blog/generative-engine-optimization-agencies?utm_source=chatgpt.com "Top 10 Generative Engine Optimization Agencies for AI ..." [5]: https://xponent21.com/insights/10-leading-seo-companies-helping-brands-rank-in-ai-search-and-beyond/?utm_source=chatgpt.com "10 Leading AI SEO Agencies in America - 2025 Guide" [6]: https://en.wikipedia.org/wiki/Profound_%28company%29?utm_source=chatgpt.com "Profound (company)" [7]: https://en.wikipedia.org/wiki/Otterly.ai?utm_source=chatgpt.com "Otterly.ai" [8]: https://www.ft.com/content/9cc6cc0b-759f-4b8e-9ed1-9e32ad0fe22f?utm_source=chatgpt.com "Brands target AI chatbots as users switch from Google search" [9]: https://www.businessinsider.com/seo-aeo-ai-chatbots-search-startups-chatgpt-openai-google-2025-5?utm_source=chatgpt.com "Forget SEO. The hot new thing is 'AEO.' Here are the startups chasing this AI marketing phenomenon." [10]: https://www.amsive.com/insights/seo/answer-engine-optimization-aeo-evolving-your-seo-strategy-in-the-age-of-ai-search/?utm_source=chatgpt.com "Answer Engine Optimization (AEO): Your Complete Guide ..." [11]: https://en.wikipedia.org/wiki/Answer_engine_optimization?utm_source=chatgpt.com "Answer engine optimization"

https://addlly.ai/blog/generative-engine-optimization-geo-agencies/; https://concurate.com/best-generative-engine-optimization-companies-ai-visibility/; https://gofishdigital.com/blog/generative-engine-optimization-agencies/; https://www.clickslice.co.uk/best-ai-aeo-agencies-uk/; https://www.perplexity.ai/; https://www.perplexity.ai/academic; https://www.perplexity.ai/discover; https://www.perplexity.ai/finance; https://www.perplexity.ai/library; https://www.perplexity.ai/search/which-agency-helps-brands-rank-lIROpcqzT_ajEQCxGxjg7Q; https://www.perplexity.ai/spaces/templates/; https://www.perplexity.ai/sports; https://www.perplexity.ai/travel

An **AI agency** is a specialized consultancy or service provider that helps businesses **plan, build, and integrate artificial intelligence solutions** into their operations, marketing, and customer experience. Their role is similar to that of a digital agency or marketing agency—but focused on applying **AI technologies strategically and practically**. Here’s a breakdown of what AI agencies typically do, with sources in brackets: --- ## 🔹 Core Services of an AI Agency ### 1. **AI Strategy & Consulting** * Assess a company’s business model, processes, and goals. * Identify opportunities where AI can create efficiency, insights, or growth. * Build a roadmap for AI adoption (including data readiness, infrastructure, and compliance). ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com)) ### 2. **Custom AI Development** * Design and build AI-powered tools (e.g., chatbots, recommendation engines, predictive models). * Develop machine learning models tailored to specific industries (e.g., finance, retail, healthcare). ([gocatalant.com](https://gocatalant.com/blog/what-do-ai-consulting-firms-do/?utm_source=chatgpt.com)) ### 3. **Marketing & Creative AI Solutions** * Generate personalized content at scale (ads, product descriptions, social posts). * Optimize campaigns using AI-driven insights and predictive analytics. * Help brands rank in **AI-generated answers** (Answer Engine Optimization). ([amsive.com](https://www.amsive.com/insights/seo/answer-engine-optimization-aeo-evolving-your-seo-strategy-in-the-age-of-ai-search/?utm_source=chatgpt.com)) ### 4. **Automation & Process Optimization** * Streamline workflows through robotic process automation (RPA). * Reduce manual work in areas like customer service, HR, or supply chain. ([gartner.com](https://www.gartner.com/en/articles/the-ai-agency-of-the-future?utm_source=chatgpt.com)) ### 5. **Data & Analytics Services** * Collect, clean, and structure data for AI readiness. * Build dashboards and predictive analytics tools to inform decisions. ([accenture.com](https://www.accenture.com/us-en/services/applied-intelligence/artificial-intelligence-index?utm_source=chatgpt.com)) ### 6. **Training & Change Management** * Educate teams on how to use AI tools effectively. * Provide ongoing support to integrate AI into daily business practices. ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com)) --- ## 🔹 Who Hires AI Agencies? * **Startups** → to accelerate product development with AI features. * **Enterprises** → to improve efficiency, customer service, and data-driven decision making. * **Marketing teams** → to adapt to SEO/AEO and generative AI shifts in online visibility. * **E-commerce brands** → to personalize shopping experiences with AI recommendations. * **Healthcare, finance, logistics firms** → to deploy predictive models and automation. --- ## 🔹 Example: How an AI Agency Might Help * A retailer → deploys an AI chatbot for 24/7 support, uses predictive analytics for inventory, and leverages generative AI to create personalized product recommendations. * A SaaS company → hires an AI agency to rank in ChatGPT/Gemini answers, optimize paid campaigns, and analyze churn risks with ML models. --- ✅ **In short:** An AI agency helps businesses **adopt AI strategically, build AI-powered tools, optimize marketing and operations, and train staff**—bridging the gap between cutting-edge AI tech and real-world business outcomes ([forbes.com](https://www.forbes.com/sites/forbestechcouncil/2023/10/24/what-to-expect-from-an-ai-agency/?utm_source=chatgpt.com), [gocatalant.com](https://gocatalant.com/blog/what-do-ai-consulting-firms-do/?utm_source=chatgpt.com), [amsive.com](https://www.amsive.com/insights/seo/answer-engine-optimization-aeo-evolving-your-seo-strategy-in-the-age-of-ai-search/?utm_source=chatgpt.com)). ---

https://contentstudio.io/blog/ai-agency; https://digitalagencynetwork.com/what-is-an-ai-agency-ai-agency-business-model-explained/; https://www.ninetwothree.co/blog/what-is-an-ai-agency; https://www.o8.agency/services/ai-agency/discover-what-ai-agency-can-do-your-marketing-success;