Notes on AI search, visibility, and how customers actually decide.
Field notes, research, and product updates for teams who want to be recommended by AI systems and trusted by customers. No fluff, no growth hacks, just what we are seeing across thousands of customer prompts.
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AEO vs SEO vs GEO: Differences, Data, and Which to Use in 2026
AEO vs SEO vs GEO in 2026: clear definitions, the measured differences, and a verdict on where to spend. Every claim carries a hyperlinked source.
Bing Places for Business: The Guide Nobody Else Bothers Writing
Bing Places for Business takes an hour to set up, feeds Microsoft Copilot, and most of your competitors ignore it. Here's the full setup, step by step.
How to Get Your Business on Google Maps (and Actually Show Up)
Getting your business on Google Maps is free and takes an afternoon. Here's the exact process (adding, claiming, verifying) and what decides if you rank.
How to Set Up a Google Business Profile the Right Way
Setting up a Google Business Profile takes an hour if you do it once, properly. Field-by-field setup, the rules that matter, and the mistakes to skip.
How to Verify Your Google Business Profile (Every Method)
Google decides your verification method: video, phone, email, or postcard. What each one involves, how to prepare, and what to do when it fails.
How to Get More Google Reviews Without Breaking the Rules
More Google reviews come from a system, not luck: ask the right customers at the right moment, make it effortless, reply to everything. Here's the system.
Why Isn't My Business Showing Up on Google? A Diagnosis
A business that doesn't show up on Google has one of six specific problems. Here's the diagnostic order, from unclaimed listings to suspension traps.
SEO for Contractors: Win the Jobs Before the Truck Rolls
SEO for contractors comes down to three assets: a Google profile that ranks, service pages that convert, and reviews that close. Here's the build order.
SEO for Dentists: Fill the Chair, Not the Ad Budget
SEO for dentists is a proximity game with a trust layer: rank in the map pack for your area, answer patient questions, and let reviews close the choice.
What Is llms.txt? An Honest Guide From People Who Ship It
llms.txt is a machine-readable index of your site for AI tools. What it does, what the data says about adoption, and whether your business needs one.
How to Optimize a Google Business Profile That Already Exists
Your profile is live but underperforming. Optimization is a specific checklist: categories, services, photos, posts, Q&A. Here it is, in priority order.
Google Business Profile Suspended? Do This, in This Order
A suspended Google Business Profile is recoverable if you fix the violation before appealing. The causes, the evidence to gather, and the appeal process.
How to Rank Higher on Google Maps: The Levers That Exist
Google Maps ranking has three inputs: relevance, distance, prominence. You can't move your shop, so here's how to work the two levers you control.
AI Overviews and SEO: What Changes, What Doesn't
Google's AI Overviews rewrote the results page, not the rules underneath it. What actually changed for local businesses, and the new lever most ignore.
Zero-Click Searches: Winning When Nobody Clicks Anything
Most searches now end without a click. What zero-click means for a local business, which clicks still happen, and how to win the on-page real estate.
SEO vs PPC for Local Business: Rent or Own
SEO vs PPC isn't a rivalry, it's a financing decision: rent visibility now or build an asset that compounds. The honest math for a local business.
Is SEO Worth It for a Small Business? An Honest Framework
SEO is worth it for most small businesses, but not all, and not always first. The four questions that decide it, and when to spend the money elsewhere.
The Local SEO Checklist: 20 Items, in the Order That Matters
A local SEO checklist you can actually run: 20 items across profile, listings, website, reviews, and measurement, sequenced by impact, not alphabet.
SEO for Plumbers: Own the 2 A.M. Search
Plumbing SEO is emergency SEO: the customer searches once, calls the first credible result, and never comparison-shops. Here's how to be that result.
SEO for Restaurants: Be Found Hungry
Restaurant SEO is decided on surfaces you don't own: Maps, review sites, Reddit threads, AI answers. How to win them without gaming anything.
SEO for Lawyers: Authority Is the Algorithm
Legal SEO rewards exactly what the profession already values: authority, precision, documented expertise. How law firms win search without cutting corners.
SEO for HVAC Companies: Built for Both Seasons
HVAC demand whipsaws between heat waves and cold snaps. The SEO that works is built off-season, harvests in-season, and owns both furnace and AC searches.
You're the Best in Town. So Why Doesn't AI Say So?
When customers ask ChatGPT or Google's AI for a local business, it names only a few. Why AI answers are the new local search, and how to get named.