Field notes from the AI search frontier.
You Still Need to Rank in Traditional Search if You Want to Win the AI Search Battle
In early 2026, Lily Ray tracked 11 websites that lost organic visibility after a Google update. Every one of them also lost AI citations. Organic traffic fell 26.7% on average. AI citations fell 22.5% over the same window, and the per-platform drops tracked the organic drop almost line for line: Google AI Mode down 23.8%, ChatGPT down 27.8%.
read_post →
Four nights to stop being the brand AI forgets to mention
The AI Search Bootcamp is four evenings of the operating method we run for enterprise brands across retail, hospitality, finance, FMCG and B2B SaaS. Each night is practical and ends in a workshop you do on your own brand. You bring a real page. You leave with a plan you can start the next morning.
read_post →
Your Audit Knows Where Pages Are Filed, It Cannot Tell You What They Mean
How do you know which pages on your site are topically stranded? Most audits answer that with folder structure. They group `/blog/`, `/services/`, `/guides/`, check that each has internal links, and call it done. That tells you how your URLs are filed. It tells you nothing about whether pages that should reinforce each other actually connect.
read_post →
Schema markup won't get you cited by AI. Here is what it actually does.
The indirect path is plain SEO. Schema earns rich results and helps Google and Bing understand your pages. Those two indexes are exactly what AI Overviews and ChatGPT search retrieve from. AI Overviews are grounded in Google's ranking systems, and roughly [97 percent of them cite a source from the top 20 organic results](https://www.seoclarity.net/research/aio-rankings-overlap). If schema helps you rank and get indexed, it buys you a ticket into the pool the model draws from. The benefit is two steps removed, but it is not imaginary.
read_post →
You Are Competing Against Your Own Pages. Here Is What That Costs in AI Search.
Duplicate content has never carried a penalty. That is exactly why it goes unfixed for years. There is no warning in your dashboard, no manual action, no ranking drop you can point at on a Tuesday. The cost shows up somewhere else, as authority that should have stacked on one page spread thin across five, and as an AI assistant citing a version of your page you forgot you published.
read_post →
Bots Now Outnumber Humans on the Web. What Your Server Logs Should Tell You
Automated systems crossed 57.5% of all HTTP requests this week, the first time bots have outnumbered humans online, and Cloudflare Radar attributes the tip-over mainly to agentic AI ([TechTimes, June 5, 2026](https://www.techtimes.com/articles/317877/20260605/bot-traffic-passes-humans-online-cloudflare-says-agentic-ai-drove-575-share.htm)). For most sites the practical meaning is blunt. More than half of what your servers answer is now machines, and a large and growing slice of those machines are AI crawlers that may take thousands of pages from you for every visitor they send back.
read_post →
Your Rendering Strategy Sets Your INP Score and Your AI Visibility
Headless stacks built on Next.js, Nuxt, or Astro promise clean content APIs and fast deploys. Many of them ship a hidden tax. The browser receives a thin HTML shell, downloads a large JavaScript bundle, and rebuilds the page on the user's device. While that bundle parses and executes, the main thread is busy, taps and clicks queue up, and Interaction to Next Paint (INP) climbs into failing territory.
read_post →
How Hotel Brands Get Cited in AI Search
A traveller planning a four-day family trip to Bali no longer types "hotels in bali" into a search box. They ask an assistant where to stay near the beach with halal food nearby and a property good for kids, and they expect a named recommendation they can book. The answer they get is assembled, not ranked, and the hotels inside it were chosen by a system that read the web differently from how any hotel marketing team has been optimising for it. For hospitality brands, that gap between how guests now search and how their content is built is the whole game.
read_post →
Google's New AI Performance Reports in Search Console
Google has given Search Console its first dedicated view of how pages perform inside its generative AI surfaces. Announced on June 3, the new Search Generative AI performance reports break out the impressions a site earns in AI Overviews and AI Mode, along with generative AI features in Discover, with breakdowns by page, country, device, and date down to hourly granularity.
read_post →
Information Architecture for Ecommerce Category Pages
Take any ecommerce store and rank its pages by the revenue they touch. Product pages convert, but they rank for narrow branded and model queries. The home page pulls navigational traffic that was already coming. The category page is the one asset that ranks for the high-intent commercial head term, the query a buyer types when they know what they want but not which one to buy. "Running shoes." "Air conditioner 1 PK." "Office chair ergonomic." That is where the money enters, and on most stores it is also the page nobody owns. It inherits whatever structure the platform shipped with, and that structure quietly decides whether the page ranks at all.
read_post →