Tags: llms-17298 | MERCURY

15 Articles

James Hang × LLMs ×

Forget Google: Your Next 1,000 Users Are on AI Search. And the Rules are Dead.

Forget Google: Your Next 1,000 Users Are on AI Search. And the Rules are Dead.

TL;DR: The era of winning on Google's "10 blue links" is over. Your next 1,000 users are not coming from traditional search; they're coming from an AI's definitive answer. This isn't an evolution; it'...

LLM LLM SEO LLMs SEO Challenges SEO For Growth SEO In Japan SEO Optimization SEO Specialist SEO Strategies Search Engine Optimization

Dec 13, 2025 Insights

The 101-Question Headache: Why Your Tactical SEO Questions Are a Strategic Trap

The 101-Question Headache: Why Your Tactical SEO Questions Are a Strategic Trap

TL;DR: The flood of 101+ unanswerable questions swamping the SEO community is not a sign that we need more technical answers. It is a sign that the entire paradigm has shifted. Chasing tactical answer...

1000 True Fans AI SEO AI SEO Tools E-E-A-T LLM LLMs Large Language Model Local SEO SEO SEvO

Nov 16, 2025 Insights

Your Keywords Don't Matter if Your Strategy Is Wrong

Your Keywords Don't Matter if Your Strategy Is Wrong

TL;DR The New Rule: For years, I said, "Write for toddlers and drunk adults." Now, the rule is: "Write for toddlers, drunk adults, and LLMs ." Clarity beats everything. The Old Mindset: I just had a c...

LLM LLM SEO LLMs SEO Analytics SEO Challenges SEO For Growth SEO Friendly SEO Strategies SEO Strategy Settlement

Nov 7, 2025 Insights

The AI Search Scalability Trap: 5 Mistakes That Will Make You Invisible

The AI Search Scalability Trap: 5 Mistakes That Will Make You Invisible

TL;DR The Problem: Chasing individual, ever-changing AI algorithms is an unscalable, losing strategy. The Solution: Focus on a broader SEVO (Search Everywhere Optimization) strategy that builds a univ...

AI SEO LLM LLMs Retrieval Augmented Generation Retrieval-Augmented Generation SEO SEO Challenges SEO Optimization SEO Strategies SEvO

Sep 10, 2025 Insights

Beyond the Hype: How LLMs Are Actually Changing Digital Marketing in 2025

Beyond the Hype: How LLMs Are Actually Changing Digital Marketing in 2025

TL;DR: The real impact of LLMs in 2025 isn't just about AI writing blog posts. It's a fundamental rewiring of digital marketing across three key areas. Search has shifted from ranking links to becomin...

LLM LLM SEO LLMs SEO SEO For Growth SEO Strategies SEO Strategy SEO Tool SEO Workflow Optimizer SEO-Optimized Blog Posts

Sep 8, 2025 Insights

Measuring Success in the AI Era: A Guide to LLM SEO Visibility and KPIs

Measuring Success in the AI Era: A Guide to LLM SEO Visibility and KPIs

TL;DR The Measurement Paradox: Your Google traffic might be dropping while your brand influence is actually growing. Users discover your brand in AI-generated answers and visit you directly later, a j...

AI SEO Ai Marketing Tools Ai Technology LLM LLM SEO LLMs Organic Traffic SEO Challenges SEO For Growth SEO Strategies

Sep 3, 2025 Insights

The Great Restructuring: How AI is Reshaping Our Teams, Strategy, and Speed at Mercury

The Great Restructuring: How AI is Reshaping Our Teams, Strategy, and Speed at Mercury

TL;DR: A recent talk by Andrew Ng on AI's impact on startups powerfully articulated a transformation we are currently living through at Mercury Technology Solutions. As AI dramatically accelerates dev...

AEO (Answer Engine Optimization) AI AI SEO AI SEO Tools AI arms race Accelerate Digitality GAIO Job Displacement LLM LLM SEO LLMs SEO Optimization SEO Strategies

Jul 12, 2025 Case Study

Beyond a Single Answer: A CEO’s Guide to Strategic AI-Powered Business Research

Beyond a Single Answer: A CEO’s Guide to Strategic AI-Powered Business Research

TL;DR: The era of one-dimensional AI answers is over. A strategic analysis of the "Deep Research" capabilities of today's leading AI models—ChatGPT, Claude, and Gemini—reveals that each possesses a di...

AI AI SEO AI SEO Tools AI arms race LLM LLMs SEO Challenges SEO For Growth SEO Optimization SEO Strategies

Jun 19, 2025 Insights

Navigating the Tides of Discovery: A CEO's Perspective on SEO's Evolution from Keywords to AI Collaboration

Navigating the Tides of Discovery: A CEO's Perspective on SEO's Evolution from Keywords to AI Collaboration

TL;DR: Search Engine Optimization has journeyed through four distinct eras: from the "Wild West" of SEO 1.0 and the "Content is King" mantra of SEO 2.0, through the machine learning-driven semantic un...

AEO (Answer Engine Optimization) E-E-A-T GAIO Generative Ai LLM LLM SEO LLMs New Revenue Stream Omni-Channel Experience SEO And CRO Integration SEO Strategies SEvO Search Engine Optimization

Jun 6, 2025 Insights

The MCP Shift: Why Building Your Own AI Bridge Might Be a Detour

The MCP Shift: Why Building Your Own AI Bridge Might Be a Detour

It has been rapidly evolving landscape around how applications interact with large language models (LLMs) and the implications for businesses, particularly regarding Managed/Model Computing Platforms ...

LLM LLM SEO LLMs Openai SEO Challenges SEO For Growth SEO Optimization SEO Performance SEO Strategies SEO Strategy

Jun 3, 2025 Insights

Introducing llms.txt: A Proposed Standard for Guiding AI on Your Website

Introducing llms.txt: A Proposed Standard for Guiding AI on Your Website

Okay, let's explore an interesting development aimed at improving how Artificial Intelligence models interact with websites: the proposed llms.txt standard. As CEO of Mercury Technology Solutions, I'm...

AI AI SEO AI SEO Tools LLM LLM SEO LLMs Mercury Technology Solution Mercury Technology Solutions SEO SEO For Growth

Jun 2, 2025 Insights

Beyond Backlinks: Why Your Business Needs LLM SEO to Win in the Age of AI

Beyond Backlinks: Why Your Business Needs LLM SEO to Win in the Age of AI

TL;DR: If you think your existing content and backlink strategy is enough to thrive in today's AI-driven search landscape, you're missing a critical piece of the puzzle. Traditional SEO aimed for visi...

AEO (Answer Engine Optimization) AI SEO E-E-A-T GAIO LLM LLM Bootcamp LLM SEO LLMO LLMs Large Language Model Large Language Model Meta Ai Large Language Models Large Language Models Ai Programmatic SEO SEO Challenges SEvO

May 30, 2025 Insights

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