Executive SummaryAI answer engines (ChatGPT, Perplexity, Google AI Overviews) now handle over 35% of all search queries, a 120% increase from 2023 levels, and they pull from entirely different signals than traditional search.AEO is not SEO with a new coat of paint. It requires a distinct technical foundation, different
Executive Summaryllms.txt is a plain-text file that lives at the root of your website and tells AI crawlers what your site is about, which pages matter, and how to read your content efficiently.As of May 2026, Google's Chrome Lighthouse now includes a dedicated "Agentic Browsing&
How Windgrove Billing Works at a Glance Before you read further, here is the short version: * Windgrove does not use hidden charges. Every fee is agreed upon before work begins. * You will always know what you are paying for. Scope and pricing are defined upfront, in plain language. * In limited
Executive Summary TL;DR — four things to know before you read on:Log files are the only reliable source of truth. GA4 and most analytics platforms miss the majority of AI crawler activity. Server logs or CDN logs capture every request, including bots that never execute JavaScript.The cheapest functional
B2B SaaS buyers are no longer starting their research on Google. According to G2's 2025 buyer research, 87% of software buyers say answer engines changed how they research solutions, and 51% now default to AI chat for software shortlisting. When a VP of Operations asks ChatGPT "what&
Executive Summary AI tools like ChatGPT and Perplexity are sending inbound leads to your website right now. Most businesses have no idea. GA4 buries this traffic inside generic "Referral" or misfiles it as "Direct," making an entire acquisition channel invisible. This article shows you exactly how
AEO is now a distinct buying category in Canadian search marketing. Not every agency offering it was built for it. This guide ranks 10 Canadian agencies by one criterion that most roundups ignore: whether AI visibility is their core operating model, or a service line bolted onto a traditional SEO
AEO competitor benchmarking is the process of systematically measuring how often your competitors appear in AI-generated answers, which queries they own, and what signals are driving their citations, so you can close the gap or pull ahead. Executive SummaryAI search engines like ChatGPT, Perplexity, and Google AI Overviews process an
During Cloudflare's Agent Week in April 2026, their engineering team scanned the top 500,000 domains on the web and asked a simple question: are these sites ready for AI agents? The answer was blunt. Most are not. And the coverage that followed mostly missed the point, burying
The AEO market in 2026 has a serious pretender problem. Traditional SEO agencies are rebranding overnight. New logos, new landing pages, same playbooks. For buyers trying to hire a genuine AI visibility partner, the noise is deafening — and the cost of choosing wrong is real budget burned while competitors quietly
Most marketing teams shopping for an agency in 2026 are asking the wrong question. They ask, "Do you do AEO?" Both types of agencies say yes. The question that actually separates them is: "Was your entire practice built around AI visibility, or did you add it to
Executive Summary B2B SaaS buyers have changed how they research. They no longer open ten browser tabs. They ask ChatGPT, Perplexity, or Gemini a direct question and act on the answer. According to Gartner, traditional search engine volume will drop 25% by 2026 as users shift to AI-powered answer engines.