AI
AI search, products and workflows—and what they change in practice.
Measuring AI Visibility, Citations and Referral Traffic
Learn a repeatable way to measure AI search impressions, citations, answer samples, website visits and enquiries without mixing their meanings.
Making Content Clear for Readers and Search Systems
Learn to organize one page around a real customer decision, verifiable facts, changing conditions and a clear next step—without AI search tricks.
AI Citations and Brand Mentions: What They Mean
Learn the difference between brand mentions, AI source citations, feature impressions and website visits, and see what each signal can actually prove.
AI Crawlers, Search Access and Training Controls
See how AI search crawlers, training bots and user-triggered fetches differ, with current controls for Google, OpenAI, Anthropic and Perplexity.
What Is AI Search? A Website Owner's Guide
Understand AI-generated search answers, source links and visits, and learn what a website owner can check first without citation promises.
Answer Engine Optimization (AEO): A Practical Guide
Learn what AEO means, how it relates to SEO and GEO, and how to make real customer answers accurate, accessible and measurable.
Does Your Website Need llms.txt? What It Does and Does Not Do
Understand the optional llms.txt proposal, when a documentation site may benefit, how to create a small file, and why it is not a Google AI Search ranking factor.
Entity SEO: Make Your Business Easier to Identify
Understand entity SEO through clear business facts, real service relationships, accurate structured data and public profiles, without unsupported AI ranking claims.
AI Search Optimization: A One-Page Readiness Checklist
Check one page for AI search readiness: choose a real customer question, verify Google and ChatGPT access, improve facts and links, then record outcomes.
AI Search Strategy: A Practical Plan for Small Businesses
Build an AI search plan from customer decisions, accurate source pages, platform access and a small measurement routine without citation promises.
Query Fan-Out in AI Search: One Question, Several Searches
Learn how Google's AI Search may run related searches for a complex question, what this means for useful pages, and what site owners can actually measure.
AI Prompt Tracking: How to Check What AI Answers Say About Your Business
A practical guide to tracking brand mentions, recommendations and citations in AI answers using a small, repeatable prompt set without treating a sample as market share.
LLM Seeding: Build a Trustworthy Brand Footprint
Learn what LLM seeding means, how AI search products use public information, and how to publish and measure accurate brand information without citation promises.
What Is GEO? A Practical Guide to AI Search Visibility
Understand generative engine optimization: how AI search finds sources, what a useful page needs, and how to measure visibility without ranking promises.
Google AI Content and SEO: What Is Allowed, What Is Spam, and How to Publish Safely
Google does not ban AI content. Learn where AI-assisted publishing becomes scaled content abuse and use a practical quality-control workflow.
Google AI Overviews and AI Mode: A Guide for Website Owners
Learn how Google AI Overviews and AI Mode show website links, which pages qualify, how inclusion controls work, and what Search Console can measure.
SEO, GEO and AEO: What the Terms Actually Mean
Understand where SEO, AEO and GEO overlap, what each term emphasizes, and how to improve one useful page without duplicate campaigns.
Why SEO Traffic Is Falling After Google AI Overviews
Google Search used to be one of the most important traffic engines on the internet. Google AI Overviews are not just changing how search results look. They are changing how...
Why Token Capital Turns AI Usage Into Business Assets
Token Capital explains why companies should turn AI usage, workflows and human judgment into reusable business assets instead of wasting t...
SEO Is Not Dead: How AI Is Changing Search Optimization
AI is not killing SEO. SEO Is Not Dead. Learn how AI SEO, search intent, topic clusters, money pages and human expertise are changing search...
How AI Is Rewriting the Product Manager Workflow
AI is changing the product manager workflow from long PRDs to fast prototypes, data analysis, user research synthesis and AI-assisted validation.
The Rise of the FDE Engineer Role in AI Companies
The FDE engineer role is becoming important in AI companies because it helps turn AI demos into real deployment, business value and customer...
AI Godfather’s New Startup and the Next AI Paradigm
Yann LeCun’s AMI Labs is betting that the next AI paradigm may come from world models, physical understanding and AI beyond language.
Why Enterprise AI Agents Are Hard to Deploy in Real Business
Enterprise AI agents look impressive in demos, but real deployment is difficult because of security, stability, workflows, business alignment and gov...
GitLab Layoffs: What They Mean for AI Coding Jobs
GitLab’s AI pivot shows how software engineering jobs are changing. AI may reduce routine coding work, but system thinking and judgment matter...
ChatGPT Ads: A New Channel or a Trust Problem?
ChatGPT ads may reshape digital marketing, but brands still face concerns around trust, targeting, attribution, brand safety, and user experience.
YC AI Startup Ideas: Where the Next AI Opportunities Are
An analysis of YC’s latest AI startup ideas, from AI-native services and company brains to agent software, SaaS challengers and physical-world AI.