Writing
Insights
Field notes on AI search, generative engine optimization and local visibility — written for the people who have to make decisions about it, not for other agencies.
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What an AI integration consultant actually does (and five questions to ask before you hire one)
Everyone is an AI consultant now. The real job is connecting models to the systems you already run, with rules about data and a plan for when it’s wrong — and five questions separate…
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Automation or AI agent? How to tell which one your business actually needs
A workflow follows a path someone wrote down. An agent decides its own. Most small-business problems want the first — sometimes with one AI step inside it — and five questions tell you which…
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AI implementation for small businesses: start with one workflow, not a platform
Nearly nine in ten organizations use AI somewhere; only about a third can point to any effect on the bottom line. The gap is implementation, and it closes one workflow at a time.
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Agentic commerce for Shopify stores: what changed in 2026, and what to do about it
In twelve months, in-chat checkout launched, retreated and relaunched on a different protocol. The part that never changed: the assistant shops from your product data. Here is what a Shopify store should actually do.
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Why Small Businesses Are Hesitant About AI (And the Question It Doesn’t Answer)
Most of what you’ve heard about small businesses and AI is either a sales pitch or a scare story. Here’s the version with sources attached — including the objections that are completely reasonable, and…
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Everything in local SEO that nobody can actually prove
Citations, NAP consistency, review counts, posting frequency. The industry quotes confident numbers for all of them. Almost none come from a measured outcome.
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Ranking and getting cited are now two different numbers
Only 12% of the pages AI assistants cite rank in Google’s top ten for the same query. That gap is the entire reason a second discipline exists.
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The robots.txt line that quietly removes you from AI answers
AI crawlers do three different jobs. Most robots.txt files treat them as one — and the result is a business that opted out of the answers without meaning to.
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Local AI Search in Chicago: Why the Best Business Usually Isn’t the One Recommended
AI answers rank legibility, not quality. What a Chicago AI answer is actually built from, why the referral-driven business tends to lose, and the six things that change it.
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Generative Engine Optimization: What Actually Gets You Cited in AI Answers
GEO is not rebranded SEO. Here is the mechanism behind AI citations, the five inputs that decide them in order of leverage, and how to measure the result without fooling yourself.
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How to Find Out If AI Recommends Your Business (And What to Do If It Doesn’t)
A ten-minute test you can run yourself, what the citations actually tell you, and the four inputs that decide whether an AI names your business.
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