Mental Models for the AI Economy
Practical essays on how AI actually changes work, product, and business economics — not hype, not fear.
Field notes on AI, product, and the economics underneath.
Essays, field guides, and interactive decks on what actually changes in knowledge work as AI gets cheaper, faster, and more embedded — and what stays exactly the same.
- Web & AI SearchAI’s true perspective
AI’s True Perspective: What Happens When I Read Your Website
Written by Claude, in its own voice: training versus retrieval, what survives extraction, why contradictions cost more than gaps, and where a model’s account of itself runs out.
October 16, 202612 min read · interactiveRead - Web & AI Search
AI Search: From Retrieval to Recommendation
The web is becoming both an answer supply chain and a decision surface. What changes for query intent, extractable evidence, citations, and the click that remains.
September 21, 20267 min read · interactiveRead - Web & AI Search
AI Pages vs. AI Architecture: Why Volume Lost
Creating pages with AI multiplies documents. Having AI build entity hubs, internal links and wiki structure multiplies relationships — and that is what answer engines quote.
September 13, 202612 min read · interactiveRead - Web & AI Search
Brand Mentions Are the New Backlinks
Across 75,000 brands, web mentions correlated three times more strongly with AI visibility than backlinks. What that means, where to earn mentions, and how to track them.
September 4, 202610 min read · dataRead - Web & AI Search
How to Build a Site-Wide Entity Graph
Stable @ids, hub pages, about and mentions, sameAs, and one registry that keeps markup, links and llms.txt from drifting — a seven-step build guide.
September 1, 202611 min read · interactiveRead - Web & AI Search
Topical Authority: 30 Connected Pages Beat 300
Authority is the shape of your knowledge, not the size of your archive. How to map a topic, assign one owner per question, and link hub, spoke and sideways.
August 28, 20269 min readRead - Web & AI Search
Google Maps Heatmaps: What Your Local Ranking Really Looks Like
Why one rank is misleading, how geo-grid footprints expose opportunity, and the truth behind the observed shared-building filter — with an interactive map model.
August 25, 20268 min read · interactiveRead - Web & AI Search
Your Website Is Not a Stack of Pages. It Is a Knowledge Base.
Entities, relationships, schema, internal links, and answer-ready evidence: the architecture machines need when pages alone are no longer enough.
August 18, 20267 min read · interactiveRead - Web & AI Search
How to Write a Service Page That Ranks and Gets Cited by AI
One service per page, the service and city in the heading, the answer first, buyer questions as headings, proof, one next step and schema behind it. Seven rules and a quick test.
August 13, 20264 min readRead - Web & AI Search
New Website Launch Week: The Checklist That Protects Your Rankings
Get found, lose nothing, test every form and phone link, confirm analytics, then tell Google and every directory. A day-by-day checklist for the week a new site goes live.
August 11, 20264 min readRead - Web & AI Search
How HVAC Companies Get More Service Calls from Google and AI
In South Florida every AC call is urgent. Be the obvious answer when it fails: the pages that bring in calls, effortless calling, honest answers and a profile that stays current.
August 8, 20264 min readRead - Web & AI Search
How Dental Practices Get More New Patients from Google and AI
Insurance, cost and availability are the three questions every new patient asks first. The pages that answer them, how to handle cost honestly, and the local signals AI assistants read.
August 6, 20264 min readRead - Web & AI Search
How Med Spas Get More Bookings from Google and AI
Clients want treatments explained, providers named, prices shown and results real before they book. The pages that earn bookings, why trust is the whole game, and the local signals AI reads.
August 6, 20264 min readRead - Web & AI Search
How Roofing Companies Get More Leads from Google and AI
The map pack, a page for every service and storm scenario, honest cost and insurance answers, and reviews as the multiplier — plus why shared leads cost more than a site that ranks.
August 6, 20264 min readRead - Web & AI Search
How Law Firms Get Recommended by ChatGPT and Google AI
Prospective clients now ask AI which lawyer to call. What recommended firms have in common, how to stay inside the advertising rules, and a quick check for your firm.
August 6, 20264 min readRead - Web & AI Search
Bilingual Websites for South Florida Businesses: How to Do It Right
Spanish, Portuguese and Creole-speaking customers search in their own language. Separate pages, real writing, hreflang, and where to start — so you rank and get recommended in both.
August 6, 20264 min readRead - Web & AI Search
How to Choose a Web Designer: 10 Questions to Ask First
Who writes the copy, what it costs after launch, how it will be found on Google and AI, and who owns it. Ten questions, five red flags, and how I answer them.
August 6, 20265 min readRead - Web & AI Search
How ChatGPT and Google AI Decide Which Businesses to Recommend
AI assistants name the businesses they can describe most confidently. Where the answer comes from, the six signals recommended businesses share, a five-minute test, and what to fix first.
August 6, 20265 min readRead - Web & AI Search
The Local SEO Checklist for South Florida Businesses
Google Business Profile, service and city pages, consistent details, reviews, local links — plus the South Florida specifics: bilingual pages, hurricane season and county lines.
August 6, 20266 min readRead - Web & AI Search
What Is Schema Markup? A Plain-English Guide for Small Businesses
The invisible code that tells Google and AI assistants exactly who you are, what you offer and how you're rated. The five types a small business needs, what schema won't do, and how to check yours.
August 6, 20264 min readRead - Web & AI Search
Do I Need a Website If I Have a Google Business Profile?
Yes. The profile gets you on the map; the website convinces Google, AI assistants and customers. What each does, what a profile can't do, and the minimum that works.
August 6, 20264 min readRead - Web & AI Search
How Long Does SEO Take for a Small Business?
First movement in weeks, real results in three to six months, competitive terms in a year. A realistic timeline, what speeds it up, what slows it down, and where AI search fits.
August 6, 20264 min readRead - Web & AI Search
What to Put on Your Homepage So Google and AI Understand You
Nine things a small business homepage needs so search engines and AI assistants can say what you do, where, and why you — and a five-second test to check yours.
August 6, 20265 min readRead - Web & AI Search
Website Builder vs Custom Website: Which Ranks Better?
Builders get you online; a professional build gets you found. What builders do well, where their sites usually fall short on SEO and AI search, and a simple way to decide.
August 6, 20265 min readRead - Web & AI Search
How to Get More Google Reviews Without Being Awkward
The businesses with the most reviews just ask better: a one-tap link, the right moment, a process that doesn't depend on memory. Five steps, plus what never to do.
August 6, 20264 min readRead - Web & AI Search
Why Isn't My Business Showing Up on Google? 9 Fixes
Not indexed, vague pages, a thin Google Business Profile, a slow phone experience — the nine reasons small businesses stay invisible on Google, and how to fix each one.
August 6, 20266 min readRead - Web & AI Search
How to Get Your Business Cited in Google AI Overviews
AI Overviews cite pages that rank, answer early and are easy to trust. What they are, how Google picks sources, six things that make a page citable, and what to do this month.
August 6, 20265 min readRead - Web & AI Search
SEO vs AEO vs GEO: What Each One Does and Which You Need
SEO ranks you, AEO gets you quoted, GEO gets you cited by ChatGPT and Google AI. The plain-English difference, side by side, and why one well-built website does all three.
August 6, 20265 min readRead - Web & AI Search
How Much Does a Small Business Website Cost in 2026?
From $0 DIY builders to $30,000 agencies: what each option really costs, the fees people forget, and the questions to ask before you pay anyone.
August 6, 20265 min readRead - Web & AI Search
What Is llms.txt, and Does Your Website Need One?
A plain-text file that tells AI models what your business is. Where it came from, what goes in it, whether AI engines read it, and what matters more.
August 6, 20264 min readRead - Web & AI Search
Reddit, Forums and the AI Recommendation Engine
Why community discussion feeds AI answers, what the Google and OpenAI Reddit deals changed, and a practitioner's playbook for earning mentions without astroturfing.
August 6, 20268 min readRead - Web & AI Search
Answer-First Writing: The Inverted Pyramid for Machines
Put the answer in sentence one under a question-shaped heading. The four rules that make a paragraph quotable by snippets, voice and AI assistants — with an interactive before/after.
June 4, 20267 min read · interactiveRead - Web & AI Search
YouTube Is the Strongest AI Visibility Signal Nobody Uses
Across 75,000 brands, YouTube mentions correlated with AI visibility at ~0.74 — higher than any website factor. How to build a video program machines can read.
May 31, 20268 min readRead - Web & AI Search
Invisible. Found. Cited. — The Three States of Your Website
An interactive walkthrough of what your site is without SEO, with SEO, and with AI SEO — the data, the urgency, and the path up.
May 6, 2026Interactive deck · 5 minRead - Web & AI Search
Zero-Click Search: What to Measure When Nobody Clicks
58.5% of U.S. Google searches end without an open-web click, and AI summaries halve click rates. The metrics that replace sessions and rank.
May 4, 20268 min readRead - Web & AI Search
How AI Assistants Read a Website: Crawl to Citation
The five machines between your page and a recommendation — crawl, render, chunk, retrieve, compose — and an interactive robots.txt matrix for AI crawlers.
May 2, 20269 min read · interactiveRead - Web & AI Search
How to Get Your Business Cited by ChatGPT, Gemini, and Claude (2026 Guide)
A plain-English guide for showing up when customers ask AI assistants about your industry — the signals that make you the source they quote.
April 27, 20268 min readRead - Web & AI Search
The 12-Point Website Audit Every Business Owner Can Run in 20 Minutes
Speed, SEO, conversion, and AI-readiness — twelve checks you can run yourself before hiring anyone.
April 24, 202610 min readRead - Web & AI Search
Anatomy of a Landing Page That Actually Converts Ad Clicks
The six elements every ad-driven landing page needs, why sending traffic to your homepage burns money, and the Quality Score math behind it.
April 22, 20269 min readRead
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