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Field notes on being found.

( Notes from the workshop )

AEO, Shopify SEO, web performance, and the automation that runs our own agency.

Latest articles

Practical, no-fluff notes on getting found by search engines and cited by AI — written from the work we do for clients and on our own tools.

Micro-Interactions: Motion That Helps, Not Distracts

Featured · Web Design

Micro-Interactions: Motion That Helps, Not Distracts

Micro-interactions are small UI responses—hover states, button feedback, form validation—that confirm actions. Used well, they guide users without slowing them down.

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How Site Speed Affects Both Rankings and ConversionsTechnical SEO

How Site Speed Affects Both Rankings and Conversions

Site speed shapes both SEO rankings and conversions. See the Core Web Vitals thresholds, real revenue impact, and the fixes that move the needle.

Shopify Schema: Product, Review, and Breadcrumb Markup Done RightShopify SEO

Shopify Schema: Product, Review, and Breadcrumb Markup Done Right

Add Product, Review, and Breadcrumb JSON-LD to Shopify pages correctly—one clean source, no duplicates—to win rich results and AI citations.

How to Measure AEO: Tracking AI Citations and MentionsAI Search / AEO

How to Measure AEO: Tracking AI Citations and Mentions

Measure AEO by tracking how often AI answer engines cite or mention your brand, then trend share of voice, citation frequency, and referral traffic over time.

The Small-Business Guide to AI Agents in 2026AI Automation

The Small-Business Guide to AI Agents in 2026

AI agents in 2026 explained for small businesses: what they are, which tasks to automate first, real tools, costs, and how to start without wasting money.

How to Brief a Web Designer (So You Get What You Want)Web Design

How to Brief a Web Designer (So You Get What You Want)

A good web design brief is one page: goal, audience, 3 reference sites, must-have pages, brand assets, budget, and deadline. Specifics cut revision rounds.

Structured Data Beyond FAQ: Which Schema Types to Use WhenTechnical SEO

Structured Data Beyond FAQ: Which Schema Types to Use When

Beyond FAQ schema: use Product, Article, LocalBusiness, Breadcrumb, Review and Organization markup by page type to win AI answers and rich results.

How to Write Product Descriptions That Rank and ConvertShopify SEO

How to Write Product Descriptions That Rank and Convert

A builder-led guide to writing Shopify product descriptions that rank in search and AI answers while converting more browsers into buyers.

Does AEO Replace SEO? The Honest AnswerAI Search / AEO

Does AEO Replace SEO? The Honest Answer

No—AEO doesn't replace SEO. Answer engines are built on the same crawlable, authoritative pages SEO produces. Here's how they overlap and where they differ.

Automating Customer Support Without Losing the Human TouchAI Automation

Automating Customer Support Without Losing the Human Touch

Automate support with AI for FAQs and triage, keep humans for judgment calls. Here's the exact split, tools, and guardrails that keep it human.

When to Rebuild vs Redesign Your WebsiteWeb Design

When to Rebuild vs Redesign Your Website

Rebuild when the platform or code blocks growth. Redesign when the foundation is solid but the look and conversion path are dated.

JavaScript SEO: Making Sure Google Renders Your SiteTechnical SEO

JavaScript SEO: Making Sure Google Renders Your Site

JavaScript SEO means making sure Google can render and index content your JS loads. Test with URL Inspection, use SSR or prerendering, and verify.

Shopify Apps That Hurt Your SEO (and What to Use Instead)Shopify SEO

Shopify Apps That Hurt Your SEO (and What to Use Instead)

Some Shopify apps quietly tank your SEO with slow scripts, duplicate pages, and JS-hidden content. Here's which types to avoid and what to use instead.

Entity SEO: How to Make Your Brand Unambiguous to AIAI Search / AEO

Entity SEO: How to Make Your Brand Unambiguous to AI

Entity SEO makes your brand a distinct, machine-readable thing AI can identify and cite. Here's how to remove ambiguity in 6 concrete steps.

How to Turn One Blog Post Into 10 Pieces of ContentAI Automation

How to Turn One Blog Post Into 10 Pieces of Content

Turn one blog post into 10 content pieces: threads, carousels, video scripts, emails, and FAQs. Here's the repurposing workflow.

CTA Design: The Small Details That Move Conversion RatesWeb Design

CTA Design: The Small Details That Move Conversion Rates

Small CTA details—copy, contrast, size, count, placement—move conversion more than redesigns. Here's what to change and how to test it.

How to Do a Technical SEO Audit (Free Tools Included)Technical SEO

How to Do a Technical SEO Audit (Free Tools Included)

A technical SEO audit checks how well search engines and AI can crawl, render, and index your site. Here's a step-by-step process with free tools.

Why Your Shopify Store Is Slow — and How to Fix ItShopify SEO

Why Your Shopify Store Is Slow — and How to Fix It

Shopify stores usually slow down from oversized images, too many apps, and heavy themes — not the platform. Here's how to diagnose and fix it.

Is OptimaFlow Any Good?AI Search / AEO

Is OptimaFlow Any Good?

An honest answer from a biased source: what about OptimaFlow is independently verifiable, what is only first-party, and how to test it for $750.

The TL;DR Box: Why Answer-First Content Wins in AI SearchAI Search / AEO

The TL;DR Box: Why Answer-First Content Wins in AI Search

Answer-first content wins in AI search because engines lift a clean 40-60 word answer to cite. Lead with the TL;DR, then prove it.

RAG Explained for Non-Engineers (and Why It Matters for Your Data)AI Automation

RAG Explained for Non-Engineers (and Why It Matters for Your Data)

RAG lets an AI answer from your own data instead of guessing — here's how it works and why it matters for your business.

How to Write Website Copy That Sells (Without Sounding Salesy)Web Design

How to Write Website Copy That Sells (Without Sounding Salesy)

Website copy sells without sounding salesy when you lead with the customer's problem, prove outcomes with specifics, and let clarity carry the pitch.

Canonical Tags: The Complete Guide With ExamplesTechnical SEO

Canonical Tags: The Complete Guide With Examples

Canonical tags tell search engines which URL is the master version of duplicate or near-duplicate pages. Here's how to use them right, with examples.

Shopify Speed Optimization: The 7 Fixes That Actually MatterShopify SEO

Shopify Speed Optimization: The 7 Fixes That Actually Matter

Seven Shopify speed fixes that actually move the needle: fewer apps, lighter images, a fast theme, deferred JS, trimmed scripts, and leaner fonts.

How to Write Content That AI Engines Love to QuoteAI Search / AEO

How to Write Content That AI Engines Love to Quote

AI engines quote content that answers fast, cites sources, and reads cleanly. Here's how to structure yours to get pulled into AI answers.

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