The AI-search briefing.

The method and the offer: what AEO and GEO are, how to measure them, and how an agency sells the work under its own brand.

AEO and GEO, explained for agenciesUnderstand Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO), and how agencies measure visibility in AI answers.Read →Building a white-label AI-search service for agency clientsBuild an AI-search service under your own brand: your client relationships, your pricing and an optimization engine behind the scenes.Read →How to evaluate an autonomous SEO workflowThe difference between recommendations and a system that finds, publishes, verifies and can roll back site improvements.Read →How to measure AI citations with a repeatable set of questionsAsk AI assistants real questions with web search enabled. Record who gets cited, and keep citations, brand mentions and visits separate.Read →Traffic falls, visibility rises: how to read the numbers nowMore impressions can coincide with fewer visits. Investigate query mix, rankings, tracking and AI appearances before attributing the change.Read →

Whether the crawlers and agents can reach the page, and what they receive when they do.

September 6, 2026Cloudflare's 15 September AI crawler defaults: what changed for GooglebotCloudflare split AI crawlers into Search, Agent and Training and changed its defaults on 15 September 2026. What shipped, why blocking training no longer has to cost Google Search, and what to check per client.Read →August 27, 2026Can an AI agent use your site, or only read it?Forms, product details and checkout flows need to make sense to people and automated agents. Start with clear labels, current prices and a usable keyboard path.Read →August 27, 2026robots.txt and llms.txt solve different problemsCrawler preferences, documentation indexes and agent manifests have different purposes. Check who consumes each file before treating it as an AI-visibility requirement.Read →August 24, 2026AI crawlers found zero of the pages linked only by JavaScriptA 41-day logged experiment split one site between hard-coded HTML links and JavaScript-injected ones. GPTBot, ClaudeBot, Amazonbot and Meta’s crawler reached none of the JavaScript side. Googlebot reached 2%.Read →August 2, 2026Internal search pages still need deliberate crawl controlsGoogle removed its old policy wording on internal search results. Review crawl waste and unwanted indexed pages before changing the site's existing controls.Read →July 10, 2026What AI crawlers see before JavaScript runsContent added in the browser can be missing from the HTML a crawler receives. Check the server response before relying on a JavaScript SEO fix.Read →

Google's own answer layer: formats, models, citations and the opt-out.

September 4, 2026Missing source links in AI Mode after the Gemini 3.8 Flash releaseSome AI Mode answers lost their source links after Gemini 3.8 Flash arrived in September 2026. Google described the behavior as unintended.Read →August 26, 2026Google is putting a row of article links inside AI Mode answersLink carousels for developing topics went live in AI Mode on 25 August. The cards sit inside the AI answer, carry a date and a source name, and give priority to sites the reader has picked.Read →August 16, 2026AI Mode model choices complicate citation comparisonsGemini 3.7 Flash reached paying AI Mode users in August 2026. Record the selected model when comparing answers, and keep current client facts easy to find.Read →July 24, 2026Google AI Mode and ChatGPT test new citation positionsJuly 2026 tests put source links at the bottom of AI answers or behind an overlay. What was observed, and why citations and visits need separate reporting.Read →July 23, 2026Should a client opt out of Google’s AI answers?Decide whether Google’s AI features fit a client’s publishing and commercial goals. Understand the control, the trade-offs and what to measure.Read →July 12, 2026What to track in Google AI Overviews and AI ModeAI Overviews and AI Mode can cite different pages for the same topic. Track each separately, alongside conventional rankings and visits.Read →

How the assistants outside Google find, cite and show their sources.

September 7, 2026Traffic estimates show Bing falling while Google and ChatGPT grewUS web-traffic estimates for July 2026 show different trends for Google, Bing and ChatGPT. They do not show where individual users moved or why.Read →September 5, 2026Similar web-research scores do not mean identical AI answersBrowseComp scores for leading models are close. That does not establish equal citation behavior, or explain why one assistant names a client and another does not.Read →August 14, 2026ChatGPT sources appeared behind a menu for some usersAn August 2026 observation placed ChatGPT source links inside the More actions menu. It was not clear whether this was a test or a permanent change.Read →August 12, 2026What a study of ChatGPT snippets found near the page headingResoneo examined ChatGPT retrieval in July 2026 and found short snippets often started near the H1. Useful evidence for clearer page openings, with limits on its scope.Read →August 6, 2026Promotional Reddit posts and the reliability of AI answersReporting on promotional Reddit posts and a Cornell Tech study show why retrieved sources need scrutiny. The research has important limits.Read →July 17, 2026Why Bing still belongs in an AI-search reporting planBing remains worth checking, but its rankings are not a substitute for measuring AI answers. Keep index coverage, search position and citations separate.Read →

What the numbers can and cannot tell you, and how to measure citations honestly.

September 2, 2026What Search Console’s AI performance report can tell youGoogle’s AI report shows impressions in AI Overviews and AI Mode. Read its filters, aggregation rules and missing metrics before using it in client reports.Read →August 25, 2026A Bali study found most venues absent from AI recommendationsAn audit of 4,776 Bali venues found 85.6% absent from its AI recommendations. Websites and listed prices were associated with inclusion; the study does not establish cause.Read →August 21, 2026Licensed publishers received more ChatGPT citations in a June studyA June study found more ChatGPT citations per page for OpenAI-licensed publishers. The association did not carry across other AI platforms.Read →August 20, 2026Repeated Gemini queries produced different citation sets in a local-search studyA local-search study found substantial variation when Gemini queries were repeated. Its 72-call repeat test shows why one answer should not stand in for a trend.Read →August 5, 2026Microsoft Clarity now splits AI citations into branded and non-brandedClarity added a branded/non-branded split to its AI Citations dashboard on August 3. Free and first-party, but the citation data covers Copilot and Bing generative search only, not ChatGPT, Gemini, Claude or Perplexity.Read →August 3, 2026Research links model familiarity to branded AI searchesA geoSurge study found Gemini searched more often for brands it already recalled. The result is useful context for visibility reports, with limits on what it proves.Read →August 1, 2026Search Console reports on verified social and video accountsPlatform properties bring Google Search and Discover reporting to verified Instagram, TikTok, X and YouTube accounts. Their scope differs from AI citation tracking.Read →

Spam policy, penalties, search data and the legal fights around it.

September 8, 2026Google can lose faith in your whole site over mass-generated pagesJohn Mueller said on Bluesky that low-value programmatic pages can cost a site Google's trust at site level, and that deleting them does not undo it quickly. What that means if you publish templated pages at scale.Read →August 28, 2026Google's site-reputation manual actions have a different effect in the EEAGoogle announced different EEA treatment for site-reputation manual actions from 30 August 2026. Notifications and other ranking systems still need attention.Read →August 27, 2026Google's result-link redirects: what to check in rank-tracking dataGoogle confirmed a result-link redirect change in August 2026. Check whether your reporting supplier can still resolve destination URLs and deliver complete data.Read →August 23, 2026Adding Google's Preferred Sources button to a publicationGoogle's Preferred Sources button lets readers express a preference for your publication. Check the domain, placement and script behavior before adding it.Read →August 19, 2026Google's August spam update and the policy on AI-answer manipulationGoogle's August 2026 spam update ran from 18 to 21 August. The existing policy also covers manipulation of AI answers, but Google did not identify this update's specific targets.Read →August 13, 2026Google's SerpApi lawsuit raises questions for reporting suppliersGoogle amended its SerpApi complaint in August 2026. For agencies, the practical task is to understand where rank-tracking data comes from and how to retain report history.Read →July 29, 2026EU search-data sharing rules include AI chatbots with searchThe European Commission's July 2026 decision includes search-enabled AI chatbots among eligible recipients of Google search data. Access and implementation still matter.Read →

Markup, answer blocks and the plumbing machines read first.

August 22, 2026Check JSON-LD values after Google's parser changeGoogle reported a change to JSON-LD unescaping in August 2026. Inspect parsed field values as well as syntax, especially where templates escape content more than once.Read →August 15, 2026What Shopify’s AI-shopping data says about product informationShopify’s Q2 data links Catalog-based AI referrals with higher conversion. The finding concerns a specific product-data channel, not a guarantee for schema markup.Read →August 4, 2026Bing retired its legacy webmaster APIs: check the integrationsBing retired the SOAP and POX Webmaster APIs on 31 August 2026. Check old reporting and submission jobs, then verify their JSON replacements return usable data.Read →July 14, 2026Answer blocks: make the useful part of a page easy to findA short answer, a clear definition or a useful comparison can make a long page easier to read and cite. Where these blocks help, and where they add noise.Read →