Tags: llm-17295 | MERCURY

54 Articles

James Hang × LLM ×

The Death of "Execution": Why Kimi 2.5 Just Made Your Coding Skills Obsolete

The Death of "Execution": Why Kimi 2.5 Just Made Your Coding Skills Obsolete

TL;DR: A Chinese AI company, Moonshot AI, just released Kimi 2.5 . It features "Visual Agentic Intelligence"—meaning it can look at a video of a website and clone the code instantly. This marks a pivo...

LLM LLM SEO Large Language Model SEO Challenges SEO For Growth SEO In Japan SEO Integration SEO Optimization SEO Performance SEO Strategies

Feb 1, 2026

The Logic Trap: Why Human Instinct Beats Data in the Age of AI

The Logic Trap: Why Human Instinct Beats Data in the Age of AI

TL;DR: Google invented the Transformer, but OpenAI won the future. Why? Because Google operated on Logic , while OpenAI operated on Instinct . Sergey Brin’s recent confession at Stanford reveals a pai...

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

Jan 4, 2026

Stop "Chatting" with AI. Start Engineering It: Google's PASEC Framework

Stop "Chatting" with AI. Start Engineering It: Google's PASEC Framework

TL;DR: Most people struggle with AI because they treat it like a conversation. It is not a conversation; it is a System . Google recently highlighted the PASEC prompting framework, which transforms va...

LLM Large Language Model Large Language Models Prompt Engineering SEO Challenges SEO For Growth SEO In Japan SEO Optimization SEO Services SEO Strategies

Dec 31, 2025

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

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

The 90% Illusion: Why Your "Traditional" SEO Traffic is a Liability, Not an Asset

The 90% Illusion: Why Your "Traditional" SEO Traffic is a Liability, Not an Asset

TL;DR: That 90% of your search traffic coming from "traditional" Google is a vanity metric that is blinding you to a fundamental, irreversible shift in how authority is built. You are mistaking curren...

GAIO LLM LLM SEO Large Language Models SEO Challenges SEO For Growth SEO Optimization SEO Performance SEO Strategies SEvO

Nov 10, 2025

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 Authority Shift: From Visibility to Citation – Your Blueprint for LLM Dominance

The AI Authority Shift: From Visibility to Citation – Your Blueprint for LLM Dominance

TL;DR: The world of search has fundamentally changed. Users are bypassing traditional blue links, turning to conversational AI for definitive answers. In this new landscape, simple visibility is obsol...

LLM LLM SEO Large Language Model Large Language Models Mercury's Context Injection Framework™ SEO Challenges SEO Optimization SEO Strategies SEvO SLA Commitment

Nov 1, 2025 Insights

The CEO's Mandate for the AI Era: 5 Strategic Imperatives for Redefined Search

The CEO's Mandate for the AI Era: 5 Strategic Imperatives for Redefined Search

TL;DR: The rise of AI is causing a structural disruption in search, creating a " dark funnel " where decisions are made before a customer ever visits your website. This article outlines five essential...

AI AI SEO Dark Marketing LLM LLM SEO Large Language Model SEO Challenges SEO For Growth SEO Strategies SEvO

Oct 31, 2025 Insights

The A.C.I.D. Test: A 4-Step Sprint to Winning Visibility in AI Search

The A.C.I.D. Test: A 4-Step Sprint to Winning Visibility in AI Search

TL;DR: While a long-term SEO strategy is essential, businesses often face urgent needs that require immediate impact. The A.C.I.D. Framework is our agile, four-step sprint designed for these high-stak...

AI AI Architecture AI SEO LLM Large Language Model Local SEO Mercury Technology Solution SEO SEO Challenges SEO Strategies

Oct 25, 2025 Insights

The P.R.I.S.M. Framework: How to Become the Default Recommendation in AI Search

The P.R.I.S.M. Framework: How to Become the Default Recommendation in AI Search

TL;DR: AI answers compress the marketing funnel. In this new reality, you are either the named recommendation or you are invisible. The new game of LLM SEO isn't about ranking; it's about engineering ...

AI SEO AI SEO Tools LLM LLM SEO Large Language Model Large Language Models Mercury Technology Solutions SEvO Search Engine Marketing Search Engine Optimization

Oct 17, 2025 Insights

The Next Generation of Enterprise Won't Win Google. They'll Win ChatGPT, Perplexity, and Gemini.

The Next Generation of Enterprise Won't Win Google. They'll Win ChatGPT, Perplexity, and Gemini.

TL;DR: The future of organic traffic belongs to AI engines, not traditional search engines. Progressive brands will engineer 60%+ of their organic discovery through AI by prioritizing retrieval over r...

AI SEO GAIO LLM Large Language Model SEO SEO And CRO Integration SEO Challenges SEO For Growth SEO Strategies SEvO

Oct 14, 2025 Insights

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