Insights
Field notes on AI search, Generative Engine Optimization, and building digital presence that performs.
28 articles shown
Google Has Started Paying for AI Answers. Why Is Your Site Not Getting Paid?
Google's AI contribution pilot pays roughly 100 invited publishers when their content shapes an answer in the Gemini app, AI Overviews or AI Mode, and its documentation states plainly that being linked does not qualify. Why the payable event is the one Search Console cannot measure, and why the only lever most businesses actually hold is the switch that removes them from AI results entirely.
SEO & GEO02/10/20267 min readYour Posts Still Reach Your Followers. Why Does Nobody Else See Them Anymore?
Instagram extended its originality rules to photos and carousels on 30 April 2026, Facebook now deprioritises duplicate posts, TikTok rules watermarked clips out of the For You feed, and YouTube ties the same standard to revenue. Why a business keeps its follower reach while quietly losing every new viewer, and what an ordinary cross-posting workflow does to an account.
Social Media25/09/20267 min readYour AI Agent Logs In As You. Would Anyone Know What It Did Last Week?
Agents now run multi-step work with nobody watching, and almost all of them sign in with a person's credentials. An Internet Engineering Task Force draft calls static keys an antipattern for agent identity, a scan of roughly 2,000 Model Context Protocol servers found none of them authenticated, and Google Cloud now issues every agent an identity of its own. What a business should require before software acts in its name.
AI Automation18/09/20267 min readAI Agents Now Operate Your Website for Customers. Can They Finish the Job?
At the end of August 2026 OpenAI switched on WebMCP site tools in the ChatGPT desktop app's browser, Shopify had already turned them on for every standard storefront, and Google's Lighthouse now reports how ready a page is for AI agents. What decides whether an agent can finish a booking or an inquiry on a business's website, and why most of it is work a good build should already have done.
Web Design11/09/20268 min readGoogle Now Shows Your AI Search Impressions. Why Won't It Show the Clicks?
On 31 August 2026 Google finished rolling out the generative AI performance report to every website in the world. It counts how often a site's links appear inside AI Overviews and AI Mode, and it reports no clicks and no queries. What a business can and cannot conclude from a visibility number with no traffic number attached, and why the new opt-out switch beside it is the harder decision.
SEO & GEO04/09/20267 min readYour Social Media View Counts Just Went Up. Did Anyone Actually Watch?
YouTube began counting a view the moment a video starts to play on 24 August 2026, the last major platform to make that change rather than the first. What it does to a business's social media reporting, why LinkedIn's number is now the odd one out, and which metric still describes what an audience actually did.
Social Media28/08/20267 min readYour AI Content Is Already Being Marked. Do You Know What You Must Disclose?
The European Union's AI transparency rules became enforceable on 2 August 2026, and within two weeks Anthropic was watermarking Claude's output worldwide because it could not scope compliance by region. What the rules actually require a business to disclose, why the deepfake definition reaches a business's own product, and why editing the output by hand does not remove the duty.
Video Production21/08/20267 min readOpenAI Is Now Selling Ads Inside ChatGPT While Perplexity Walked Away From Them
OpenAI began showing ads inside ChatGPT on February 9, 2026, and has told investors to expect $100 billion in annual ad revenue by 2030. Perplexity spent the same period walking away from advertising entirely, citing user trust. What the resulting three-way split across ChatGPT, Google AI Mode and Perplexity means for how a business plans its paid ad budget in 2026.
Paid Ads14/08/20266 min readAI Agents Now Complete Checkout Directly, and Most Businesses Are Not Ready
Google, Visa, Mastercard and a wave of new commerce protocols now let an AI agent complete a purchase directly, without a person clicking checkout. Four competing standards launched within nine months of each other in 2025 and 2026, and Gartner forecasts 90% of B2B purchases will run through AI agents by 2028. What a business's storefront and payment stack need to support to stay purchasable to them.
AI Automation07/08/20265 min readPrivacy, Cookies, and Accessibility: Three Laws Most Websites Already Break
GDPR governs data collection. The ePrivacy Directive governs cookie consent. The European Accessibility Act and the ADA govern who can actually use a website. WebAIM's 2024 audit found 96% of the top million homepages fail basic accessibility checks, and enforcement across all three frameworks is no longer theoretical.
Web Design03/08/20266 min readGoogle's Top Ranking No Longer Predicts Who Its AI Overviews Cite
A March 2026 Ahrefs analysis of 863,000 keyword SERPs found that only 38% of Google AI Overview citations come from pages ranking in the top 10, down from 76% seven months earlier. What the collapsing correlation between search rank and AI citation means for how a business measures its actual visibility.
SEO & GEO31/07/20266 min readAI Crawlers Can't Read Your JavaScript – and It's Costing You Citations
GPTBot and ClaudeBot fetch JavaScript files but never execute them, according to a large-scale traffic analysis, while Googlebot renders every page in a full headless browser before indexing it. What that gap costs a business in missed AI citations, and how the rendering layer decides who gets cited instead of a competitor.
Web Design24/07/20267 min readPlatforms Have Labeled Billions of AI Posts: Here Is What the Research Says Those Labels Actually Do
Meta and TikTok have applied AI-generated content labels to billions of posts and videos using automated detection like C2PA Content Credentials and invisible watermarking. Peer-reviewed research now shows what those labels actually change in belief, trust and engagement, and what they do not.
Social Media17/07/20266 min readSocial Platforms Are Search Engines Now, and AI Is Already Citing What It Finds There
TikTok, Instagram and Facebook have become primary search destinations for a growing share of consumers, and external AI systems are increasingly citing what they find there. What that shift means for how a business structures content on social platforms.
Social Media14/07/20266 min readAI Doesn't Just Read Your Video's Transcript Anymore, It Watches Every Frame
Multimodal models like Google's Gemini 2.5 Pro now process actual video frames rather than relying on transcribed captions alone, and retrieval systems increasingly index footage by visual embedding similarity. That shift changes what a video needs to show, not just say, to be understood by AI.
Video Production10/07/20266 min readYour ROAS Dashboard Is Lying: Why Incrementality Testing Is Replacing Platform Attribution
Platform dashboards report attributed conversions, not causal lift. Geo-experiments and Bayesian marketing mix models like Google's Meridian and Meta's Robyn now correct for the gap between reported ROAS and the ad spend that actually grows revenue.
Paid Ads03/07/20266 min readSignal Quality Is the New Ad Budget: How First-Party Data and Server-Side Tracking Decide Who Wins on Google and Meta
Ad platforms now optimize using the data advertisers send them, not the budgets they set. Businesses feeding higher-fidelity conversion signals through server-side tracking and first-party APIs consistently outperform bigger spenders running on degraded browser-side data.
Paid Ads03/07/20267 min readAI Runs Your Paid Ads Now: What the Advertiser's Job Actually Looks Like in 2026
Google AI Max, Meta Advantage+, and AI-generated creative have automated bidding, targeting, and copy. The advertiser's job has shifted from managing campaigns manually to steering AI systems with better data, creative inputs, and conversion signals.
Paid Ads03/07/20267 min readThe Integration Problem Is Over: How MCP and A2A Made AI Agents Plug-and-Play
The biggest barrier to AI automation was never the intelligence of the models. It was connecting them to existing business tools. Two open protocols, MCP and A2A, have now standardized that connection.
AI Automation26/06/20267 min readWhy AI Automation Breaks at Scale, and the Design Choices That Make It Reliable
AI automation fails not because models are weak but because small per-step errors multiply across long workflows. Here is what current agent research says about building automation a business can actually trust.
AI Automation26/06/20267 min readQuery Fan-Out: How Google AI Mode Rewrote the Rules of SEO
Google's AI Mode no longer hunts for one perfect page. It splits a question into smaller ones and answers from individual sections. Here is what that means, in plain terms, for any business that wants to be found.
SEO & GEO20/06/20266 min readStop Drowning in Busywork: How Agentic AI Runs Your Lead Follow-ups
Generating traffic via GEO and Paid Ads is useless if leads go cold. Agentic AI handles 24/7 lead qualification, booking, and CRM entry autonomously.
AI Automation10/06/20264 min readBridging the Gap: Why Paid Ads Fuel Growth While GEO Builds Momentum
SEO and GEO are essential long-term investments, but they take time. Paid ads provide immediate cash flow and reveal the exact high-intent keywords needed for organic AI strategy.
Paid Ads10/06/20264 min readSocial Proof in the Age of AI: Why Algorithms Still Care About Your Social Presence
AI search engines aggregate reviews, mentions, and social authority to verify entities. An active social profile acts as a massive trust signal, training algorithms that a business is legitimate.
Social Media10/06/20264 min readThe Video Advantage: Ranking on AI Search Through YouTube and Motion Graphics
Google's AI Overviews frequently cite and embed YouTube videos. Creating high-retention video content is a massive backdoor into top AI search results.
Video Production10/06/20264 min readWhy Your Website is the Ultimate Signal for SEO and AI Discovery
AI search engines evaluate structured data, technical health, and UX before generating answers. A dated website architecture kills Generative Engine Optimization efforts before they begin.
Web Design10/06/20264 min readGEO vs SEO: What Changed, and What to Do About It
Generative Engine Optimization and traditional SEO chase the same goal by different routes. Here is what actually changed, and the practical moves that put a business inside AI answers.
SEO & GEO09/06/20264 min readHow to Get Your Business Cited by AI Search Engines
A practical guide to Generative Engine Optimization (GEO): the structural signals that make ChatGPT, Perplexity and Google AI Overviews quote a business as the answer.
SEO & GEO08/06/20265 min read