AEO & AI Search Articles
Answer Engine Optimization strategies, structured data guides, and AI search visibility — how to get cited by ChatGPT, Gemini, and Perplexity.
Pillar guides
Structured Data JSON-LD: 6 Copy-Paste Blocks for AI Search
JSON-LD structured data in six copy-paste blocks, checked against Google's docs, plus what Google says AI search needs and which rich results it dropped.
What Is Answer Engine Optimization? The Complete Guide
The definitive guide to Answer Engine Optimization: what it is, how it differs from SEO, and why a business that wants to be named by ChatGPT needs one.
What Google I/O 2026 Just Changed
The most consequential Search change in a decade, and what to actually do about it if you own a small-business website
The 2026 Google SEO Reality
I read every page of Google's Search Central documentation, twice. Here's what most SEOs get wrong about how Google works in 2026
Google AI Optimization Guide Explained: 5 Myths It Rejects
Google's AI optimization guide says AI search is still SEO and lists 5 tactics to skip, llms.txt and chunking included. What it says, and what to change.
All articles · 48
The Blank Text Box is a Trap: Why Prompt Engineering is the New UX
We assumed smart users would write smart prompts, and we were wrong. Here is how we learned that prompt engineering belongs in the UX, not in the user's head.
The Semantic Web: How to Structure Your Digital Infrastructure for ChatGPT and Gemini
The executive playbook for Entity-Based SEO and AI search optimization: how to structure your digital presence so ChatGPT and Gemini cite your brand as the authority.
How to Get Cited by ChatGPT, Gemini, and Perplexity: The Technical Playbook
The technical playbook for getting your brand cited by AI search platforms, covering structured data, content architecture, and the specific signals each platform uses.
The Death of the Blue Link: Why B2B Brands Must Transition from SEO to AEO in 2026
A data-driven breakdown of how LLMs are eroding traditional search traffic, and why Answer Engine Optimization is the only viable path forward for B2B brands.
AEO vs SEO: Why Your Agency's Playbook Is Outdated (And What to Replace It With)
A direct comparison of traditional SEO and Answer Engine Optimization across strategy and measurement and the content and technical work each one demands, for brands evaluating their agency's approach.
How AI Search Is Killing Traditional SEO (And What to Do About It)
A data-driven analysis of how ChatGPT, Gemini, and Google AI Overviews are dismantling the traditional SEO playbook, and the concrete steps B2B brands must take to survive.
ChatGPT Referrals Convert at 9x Google. Your SEO Strategy Is Optimizing for the Wrong Platform.
ChatGPT referral traffic converts at 15.9%; Google organic converts at 1.76%. If your whole budget still goes to traditional SEO, you are optimizing for the lowest-converting source you have.
Rankings Went Up. Revenue Went Down. Here's Why.
Your SEO dashboard looks great. Your revenue tells a different story. Here is why impressions climb while clicks fall, and what your agency is unlikely to mention.
Switching from Ghost? Your Content Deserves Better Architecture
Ghost is the best of the traditional CMS platforms. But 'best traditional' is not good enough when AI systems are rewriting how content gets discovered. Here's what Ghost can't do, and what can.
Switching from Wix? Here's What Your Next Website Actually Needs
Wix got you started. But its JavaScript rendering, limited schema, and proprietary lock-in are now holding you back. Here's what a proper custom build gives you that Wix never will.
The $5,000-a-Month SEO Report Your Intern Could Write
You pay $5,000 a month for SEO. What lands in return is usually about 8 hours of work: one blog post, a few title tag tweaks, and a PDF. Here is the breakdown, and what strategic work looks like instead.
Why Custom Web Design Beats Every Template in the AI Era
Templates create architectural debt that makes AI citation impossible. Here's why custom web design is the only competitive moat left, with the ROI data to prove it.
Your SEO Agency Is a Glorified Webmaster
65% of businesses are dissatisfied with their SEO agency. Here's why most agencies are still selling 2015 tactics in a world where 60% of searches end without a click. Here is what to do instead.
Your Website Is Invisible to AI — And That's Your SEO Agency's Fault
AI crawlers like GPTBot, ClaudeBot, and PerplexityBot read sites differently from Googlebot, and most websites are built in a way they cannot use. Here is why, and how to fix it.
The new traffic class: agents acting on behalf of users
Chrome auto-browse and Gemini Spark created a third traffic class, agents acting on behalf of real customers. If your WAF blocks non-Google bots, you're blocking your own users
Canonicalization: stop fighting Google's canonical picker
rel=canonical is a hint, not a directive. How Google actually picks the canonical URL, and the three signals that reliably move the decision
Citation is the new position one: what the data actually shows
Position-1 CTR has collapsed from 27% to 11% on AI-impacted queries, while cited brands inside AI Overviews see +35% organic and +91% paid clicks
Core Web Vitals in 2026: what actually changes your score
Three metrics. Three thresholds. One 75th-percentile rule most teams misread. Here's what actually changes Core Web Vitals on a real site
The crawl budget myth: most sites should ignore it
If your site has under ~10,000 URLs, crawl budget is not your problem. Who actually has it, what causes it, and the AI-fan-out reason it's coming back
E-E-A-T isn't a ranking signal (and the Googlers said so)
The most-cited SEO concept of the last decade isn't a ranking signal. Here's what Google actually uses, and why most SEO advice gets this wrong
The 2MB rule: how Googlebot truncates your page
Googlebot fetches up to 2 MB of HTML per URL for Search. Anything past that is silently truncated, and most sites have no idea
How to actually get cited in an AI Overview (it's not the same as ranking)
AI Overviews don't lift the page that ranks, they lift the page that answers. Here are the six mechanics that get you cited
Information Agents: the always-on Googlebot you didn't ask for
Information Agents are background agents Google runs for users in summer 2026. If your content updates frequently, an agent might check you every hour
JavaScript SEO: what Googlebot actually renders
Googlebot renders JavaScript in a second pass with an evergreen Chromium. Where SPAs still break, and how to ship a JS site that gets indexed
Personal Intelligence: the ranking layer crawlers can't see
Personal Intelligence connects Gmail, Photos, and Calendar to AI Mode, which means a user's own inbox is now a ranking signal Googlebot will never read
What robots.txt actually does in 2026 (and what it doesn't)
robots.txt controls crawling, not indexing. Knowing the difference saves you weeks of debugging the wrong problem
Every structured data type Google still rewards in 2026 (and the 8 that don't)
Google quietly killed eight rich result types between 2023 and 2026. Here's the working list of what to ship now, and what to stop building
Universal Commerce Protocol: agentic checkout for everyone
Universal Commerce Protocol is the open standard for AI agents to complete checkout across merchants. If you sell online and you're not integrated, the Universal Cart skips you
WebMCP: the standard your site needs (that you've never heard of)
WebMCP is the Chrome-proposed standard that lets your site declare actions agents can invoke. If you don't ship it, your competitors will
Apple's Siri AI: What WWDC 2026 Means for Search
Apple just turned Siri into an on-device answer engine, powered by Google Gemini. Here is what WWDC 2026 changes for AEO, Spotlight, and app discovery, and what to do now.
DNS-AID: How AI Agents Will Find and Trust You
DNS-AID is a brand-new IETF proposal to make AI agents discover and authenticate services through DNS itself. Here is how it works, how new it really is, and what it means.
FAQPage Schema in 2026: The Markup AI Actually Cites
Google removed FAQ rich results in May 2026, yet FAQ schema now matters more for AI. Here is how LLMs really use it, the dual-layer model, and how to implement it right.
Google Algorithm Updates in 2026: Every Confirmed Change
Google's 2026 algorithm updates, the spam-policy changes, and the AI search shift most roundups miss. Every confirmed change, traced to a primary source.
How to Measure AI Search Visibility
You can't grow what you can't see. A studio's free, vendor-neutral framework for measuring AI search visibility across ChatGPT, Perplexity, and Google's AI.
SEO vs AEO vs GEO: What Actually Gets You Cited
SEO earns clicks, AEO wins answer boxes, GEO earns AI citations. A studio breaks down the real differences and what we measured about which one wins in 2026.
What Is Generative Engine Optimization (GEO)?
Generative engine optimization (GEO) is how you get AI engines to cite your brand in their answers. A studio explains how it works and what actually moves it.
You're Getting Found in AI Search. Can You See Who Shows Up?
AEO gets you cited by ChatGPT and Perplexity, and the referral traffic follows. But that traffic is anonymous. A studio makes the case that getting found is only half the loop, and identity is the other half.
How to See Which Companies Are Visiting Your Website
Most site traffic is anonymous, but it doesn't have to be. A studio explains how website visitor identification resolves the companies behind your traffic, what it can and can't see, and how to do it on data you own.
Website Visitor Identification vs Google Analytics: What Each Actually Shows You
Google Analytics and visitor identification answer two different questions. One tells you how your traffic behaves; the other tells you who it is. A studio breaks down what each shows, where each fails, and why you want both.
Does Your Website Matter in AI Search? 44.7% Still Check
Does your website matter in AI search? Yes. AI builds the shortlist, and a Sept 2026 survey found 44.7% of US buyers then check the brand's own site.
How Does ChatGPT Recommend Businesses? What Gets You Named
How does ChatGPT recommend businesses? It turns your question into web searches and names a few. Filings say 87.78% of its users visit no outside site.
Local Business Schema: A JSON-LD Example, 2 Required Fields
Local business schema in JSON-LD: a copy-paste Toronto example, the 2 properties Google requires, a subtype table, multi-location setup, and what it won't do.
Organization Schema: JSON-LD Example With sameAs and Logo
Organization schema in one copy-paste JSON-LD block, plus which properties Google says it uses (logo, url, sameAs) and which are only schema.org vocabulary.