https://preferium.com/blog/ News and analysis on SEO, AEO, GEO and AI search — written for agencies. en https://preferium.com/blog/openai-licensing-deals-lift-chatgpt-citations https://preferium.com/blog/openai-licensing-deals-lift-chatgpt-citations/ A study of 129.3 million AI citations found licensed news publishers earn 10.2 citations per page on ChatGPT against 6.9 for everyone else, with no matching advantage on Google, Perplexity or Gemini. Fri, 21 Aug 2026 00:00:00 GMT https://preferium.com/blog/gemini-grounding-drift-repeat-queries https://preferium.com/blog/gemini-grounding-drift-repeat-queries/ A study of 14,472 local AI citations found that repeating an identical query returned only 26-46% of the same sources, and Gemini named the same top business 7.9% of the time against 90.2% for Google. Thu, 20 Aug 2026 00:00:00 GMT https://preferium.com/blog/google-august-2026-spam-update-covers-ai-answers https://preferium.com/blog/google-august-2026-spam-update-covers-ai-answers/ Google started its third spam update of 2026 on 18 August. It's the second one to run since Google rewrote the definition of spam in May to include manipulating AI Overviews and AI Mode. Wed, 19 Aug 2026 00:00:00 GMT https://preferium.com/blog/ai-mode-model-picker-gemini-3-7-flash https://preferium.com/blog/ai-mode-model-picker-gemini-3-7-flash/ Google put a model menu inside AI Mode on 14 August. Paying subscribers can pick Gemini 3.7 Flash. One search box, more than one model, and no promise that two people asking about your client get the same answer. Sun, 16 Aug 2026 00:00:00 GMT https://preferium.com/blog/shopify-ai-shoppers-convert-on-structured-product-data https://preferium.com/blog/shopify-ai-shoppers-convert-on-structured-product-data/ Shopify published Q2 commerce data on 11 August. AI-referred sessions grew 197% against organic search 12%, and shoppers converted 2x better when the AI read structured catalog data instead of scraping the page. Sat, 15 Aug 2026 00:00:00 GMT https://preferium.com/blog/chatgpt-hides-sources-behind-a-menu https://preferium.com/blog/chatgpt-hides-sources-behind-a-menu/ Glenn Gabe spotted ChatGPT moving its Sources button out of the answer footer and into the "More actions" overflow menu. Your content did not change. The number of people who ever see your link did. Fri, 14 Aug 2026 00:00:00 GMT https://preferium.com/blog/google-refiles-serpapi-lawsuit-serp-data-supply https://preferium.com/blog/google-refiles-serpapi-lawsuit-serp-data-supply/ A judge gutted Google's case against SerpApi on 20 July. On 10 August Google came back with a narrower argument built on licensed content, naming Reddit. Here is what it means for the tools your reports depend on. Thu, 13 Aug 2026 00:00:00 GMT https://preferium.com/blog/chatgpt-own-index-builds-snippets-from-your-h1 https://preferium.com/blog/chatgpt-own-index-builds-snippets-from-your-h1/ A study of 1,249 ChatGPT answers captured in July found OpenAI runs a real in-house index that treats unlicensed small sites like licensed publishers, and cuts each snippet at 202 characters starting near the H1. Wed, 12 Aug 2026 00:00:00 GMT https://preferium.com/blog/reddit-seeding-and-ai-answers https://preferium.com/blog/reddit-seeding-and-ai-answers/ The Verge documented product plugs inside skincare subreddits written for AI assistants to pick up. Google said on August 5 that Reddit gets no special preference. Cornell Tech has measured 13 words moving an answer. Thu, 06 Aug 2026 00:00:00 GMT https://preferium.com/blog/clarity-splits-ai-citations-branded-non-branded https://preferium.com/blog/clarity-splits-ai-citations-branded-non-branded/ Clarity 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. Wed, 05 Aug 2026 00:00:00 GMT https://preferium.com/blog/cloudflare-blocks-training-agent-bots-september-15 https://preferium.com/blog/cloudflare-blocks-training-agent-bots-september-15/ From 15 September 2026, new Cloudflare domains block Training and Agent crawlers by default on ad-bearing pages. GPTBot and ClaudeBot are in that group. Who is affected, and what to check. Wed, 05 Aug 2026 00:00:00 GMT https://preferium.com/blog/bing-legacy-webmaster-api-retires-august-31 https://preferium.com/blog/bing-legacy-webmaster-api-retires-august-31/ Microsoft is switching off the SOAP and POX versions of the Bing Webmaster API on August 31, 2026. Anything still pointed at the old addresses stops working, quietly, with nothing in the interface to warn you. Tue, 04 Aug 2026 00:00:00 GMT https://preferium.com/blog/ai-searches-for-brands-it-already-remembers https://preferium.com/blog/ai-searches-for-brands-it-already-remembers/ A study of 13,281 searches Gemini ran on its own found brands the model already knew were searched for about three times as often as brands it did not. Reported by Search Engine Land on July 30. Mon, 03 Aug 2026 00:00:00 GMT https://preferium.com/blog/google-dropped-the-block-site-search-rule https://preferium.com/blog/google-dropped-the-block-site-search-rule/ On July 31 Google confirmed it no longer tells site owners to hide their internal search pages from its crawler. The rule is gone from the documentation. The reasons behind it are not. Sun, 02 Aug 2026 00:00:00 GMT https://preferium.com/blog/search-console-platform-properties-go-global https://preferium.com/blog/search-console-platform-properties-go-global/ Google finished the platform-properties rollout on July 29: verify an Instagram, TikTok, X or YouTube account and get first-party Google Search data for content that never sat on your domain. Sat, 01 Aug 2026 00:00:00 GMT https://preferium.com/blog/google-must-share-search-data-with-ai-engines https://preferium.com/blog/google-must-share-search-data-with-ai-engines/ Brussels adopted its DMA specification decisions on July 16, before the July 27 deadline: rival search engines — and AI chatbots with search functions — get anonymised Google query, click and ranking data. Wed, 29 Jul 2026 00:00:00 GMT https://preferium.com/blog/ai-crawler-defaults-change-september-15 https://preferium.com/blog/ai-crawler-defaults-change-september-15/ The WSJ reports USA Today, Politico, Reuters, The Economist and Reddit are all reconsidering Google. Meanwhile Cloudflare changes AI-crawler defaults on September 15 — and multi-purpose bots get caught in between. Sat, 25 Jul 2026 00:00:00 GMT https://preferium.com/blog/ai-citations-move-to-the-bottom https://preferium.com/blog/ai-citations-move-to-the-bottom/ This week Google AI Mode and ChatGPT were both spotted testing citation cards at the bottom of the answer. When the source sits further from the claim, getting cited stops being enough — you have to be worth the click. Fri, 24 Jul 2026 00:00:00 GMT https://preferium.com/blog/should-clients-opt-out-of-ai-overviews https://preferium.com/blog/should-clients-opt-out-of-ai-overviews/ With France live on July 22, AI Overviews and AI Mode now cover all of Western Europe — and Google's Search Console opt-out toggle forces every agency to make a call. Here's the honest answer. Thu, 23 Jul 2026 00:00:00 GMT https://preferium.com/blog/white-label-ai-seo-playbook https://preferium.com/blog/white-label-ai-seo-playbook/ Clients are asking agencies about AI visibility either way. The agencies that win will answer with a productized, white-label service — their brand, their pricing, autonomous delivery underneath. Wed, 22 Jul 2026 00:00:00 GMT https://preferium.com/blog/measuring-ai-citations https://preferium.com/blog/measuring-ai-citations/ Estimated 'AI visibility scores' are guesswork. The only honest measurement is asking ChatGPT, Claude, Gemini and Perplexity real questions — with web search on — and recording who gets cited. Mon, 20 Jul 2026 00:00:00 GMT https://preferium.com/blog/bing-powers-ai-answers https://preferium.com/blog/bing-powers-ai-answers/ ChatGPT's web retrieval draws heavily on Bing's index. If your client is invisible on Bing, they start every AI answer one step behind — yet almost nobody tracks it. Fri, 17 Jul 2026 00:00:00 GMT https://preferium.com/blog/what-autonomous-seo-actually-means https://preferium.com/blog/what-autonomous-seo-actually-means/ Most tools that say autonomous mean 'we generate recommendations you approve one by one.' Real autonomy is find → fix → deploy → verify → roll back, with no human in the loop unless you want one. Wed, 15 Jul 2026 00:00:00 GMT https://preferium.com/blog/aeo-answer-blocks https://preferium.com/blog/aeo-answer-blocks/ AI assistants quote what's easy to quote. TL;DRs, key-takeaway lists and FAQ schema give engines self-contained, attributable passages — and they're mechanically deployable at scale. Tue, 14 Jul 2026 00:00:00 GMT https://preferium.com/blog/google-ai-overviews-and-ai-mode https://preferium.com/blog/google-ai-overviews-and-ai-mode/ Google now answers above the links — twice. AI Overviews summarize at the top of results, and AI Mode is a full conversational search surface. Both cite sources, and both are trackable. Sun, 12 Jul 2026 00:00:00 GMT https://preferium.com/blog/ai-crawlers-dont-run-javascript https://preferium.com/blog/ai-crawlers-dont-run-javascript/ GPTBot, ClaudeBot and PerplexityBot read raw HTML. If your SEO tool applies changes with a JS snippet, the assistants you're optimizing for never see them. Fri, 10 Jul 2026 00:00:00 GMT https://preferium.com/blog/what-is-aeo-geo https://preferium.com/blog/what-is-aeo-geo/ Answer Engine Optimization and Generative Engine Optimization are not buzzword rebrands of SEO — they change what you optimize, where it lives, and how you prove it worked. Wed, 08 Jul 2026 00:00:00 GMT