{"slug":"ai-overviews","name":"Google AI Overviews","blurb":"Google's AI-generated answers at the top of Search results — the largest AI answer surface on the web, and the one most site owners feel first.","sameAs":["https://support.google.com/websearch/answer/14901683","https://en.wikipedia.org/wiki/AI_Overviews","https://www.wikidata.org/wiki/Q131861047"],"record":"The wire's largest answer surface, and the one where scale and dispute arrive together. A Similarweb analysis put AI Overviews on 43% of Google searches in July 2026, up from 15% a year earlier. Ahrefs' July citation rankings show where that attention lands: YouTube at 21.1% mention share, then Reddit (18.5%), Facebook (10.7%), Google itself (7.1%) and Instagram (5.8%). Google has said on the record that Reddit gets no special preference, and separately that a contested race-based answer came from particular web pages picked up for that specific search — the engine attributing its output to indexed pages rather than the model. The surface keeps absorbing adjacent real estate: a Top Stories carousel now runs inside AI Overviews on roughly 15.5% of U.S. news searches, so Search Console's AI opt-out may cost publishers that placement too.","items":["2026-09-18-google-tests-ai-overview-format-in-local-knowledge-panels","2026-09-16-ahrefs-ai-overviews-cut-ctr-23-in-france","2026-09-16-google-pilots-paying-select-publishers-via-search-console","2026-09-13-google-search-console-tracks-ai-overviews-position-only-as-a-block","2026-09-11-study-google-ai-overviews-cut-wikipedia-search-referrals-5","2026-09-10-le-monde-ceo-no-ai-overviews-traffic-decline-in-france","2026-09-10-chatgpt-perplexity-ai-overviews-audited-on-mental-health-citations","2026-09-09-ai-overviews-now-answer-nearly-all-people-also-ask-results","2026-09-08-semrush-ai-overviews-now-cover-57-of-manufacturing-searches","2026-09-08-google-tests-narrower-citations-panel-in-ai-overviews","2026-09-07-google-shopping-ads-ctr-climbs-as-ai-overviews-cuts-impressions","2026-09-01-sistrix-chatgpt-replaces-74-of-its-cited-sources-every-week","2026-08-31-chatgpt-google-ai-overviews-split-on-health-authority-sources","2026-08-31-search-console-s-ai-overviews-opt-out-control-rolls-out-to-all-sites","2026-08-31-freshness-outranks-word-count-in-google-s-listicle-rankings","2026-08-29-google-confirms-ai-overviews-now-dynamically-expand","2026-08-28-google-ai-overviews-test-drops-show-more-button-defaults-to-ai-mode","2026-08-27-brightedge-reddit-citations-skew-to-brand-aware-ai-shoppers","2026-08-27-bing-tests-renaming-copilot-search-to-ai-overviews","2026-08-27-what-google-s-ai-overviews-opt-out-does-and-two-things-it-does-not","2026-08-27-reddit-s-citation-drop-is-chatgpt-only-86-there-11-on-ai-overviews","2026-08-26-judge-mehta-calls-google-s-ai-overviews-unfair-to-publishers","2026-08-25-google-s-ai-mode-gets-link-carousels-for-developing-topics","2026-08-25-google-moves-ai-overviews-above-stock-ticker-charts","2026-08-25-google-s-listicle-demotion-is-targeted-not-universal","2026-08-24-ai-overviews-finance-expansion-flipped-who-wins-ticker-queries","2026-08-24-google-says-geo-needs-no-special-tactics-beyond-seo","2026-08-21-google-s-own-tests-show-ai-interfaces-beating-search-results","2026-08-20-google-and-chatgpt-cite-different-slices-of-the-same-youtube-video","2026-08-19-google-expands-generative-ui-to-ai-overviews","2026-08-19-google-adds-ai-study-tools-to-search-gemini-for-students","2026-08-18-study-finds-ai-overview-traffic-misattributed-22-of-time","2026-08-18-ahrefs-study-llms-txt-files-mostly-unread-by-ai-crawlers","2026-08-17-google-pauses-ai-generated-recipe-images-in-ai-overviews","2026-08-17-uk-charities-report-steep-traffic-losses-to-google-ai-overviews","2026-08-16-ai-overviews-in-local-results-cite-low-quality-listicles-ser-finds","2026-08-16-ai-generated-images-begin-appearing-in-ai-overviews","2026-08-16-brightedge-reddit-s-ai-citation-surge-has-plateaued-at-a-higher","2026-08-16-similarweb-launches-ad-tracking-for-chatgpt-and-ai-mode","2026-08-16-study-finds-chatgpt-and-ai-overviews-cite-different-parts-of-social","2026-08-16-study-models-ai-citation-seeking-as-a-repeated-game-proposes-a-reward","2026-08-11-french-publishers-file-complaint-against-google-ai-overviews","2026-08-11-study-ai-assistants-favor-brands-with-better-sounding-names","2026-08-10-ai-overviews-chatgpt-beat-social-platforms-on-shopper-trust","2026-08-05-google-denies-giving-reddit-special-preference-in-search-rankings","2026-08-01-reddit-ceo-says-ai-overviews-still-haven-t-found-a-win-win","2026-07-30-google-says-ai-overview-s-race-based-answer-came-from-source-pages","2026-07-28-google-s-ai-opt-out-setting-may-cost-publishers-top-stories-placement","2026-07-27-ai-overviews-now-appear-in-43-of-google-searches-up-from-15","2026-07-24-google-help-page-spells-out-how-signed-in-history-trains-ai-overviews","2026-07-23-ahrefs-ranks-the-50-most-cited-domains-across-four-ai-surfaces","2026-07-23-google-search-now-runs-the-latest-gemini-3-5-flash-lite","2026-07-20-top-stories-carousel-now-live-inside-google-ai-overviews"],"url":"https://anythingengineoptimization.com/entity/ai-overviews/"}
{"slug":"ai-mode","name":"Google AI Mode","blurb":"Google's conversational search mode: full AI answers with citations, ads, and app integrations, running alongside classic results.","sameAs":["https://en.wikipedia.org/wiki/AI_Mode","https://www.wikidata.org/wiki/Q135474941"],"record":"The most heavily instrumented surface on the record, and the least used. Datos and SparkToro put AI Mode at 0.13% of U.S. search-related visits in Q2 2026 and describe U.S. usage as plateaued or dipped, while Similarweb counted visits rising from 126 million in June 2025 to 279 million in May 2026. What the studies find inside it is more specific. Google is the second most-cited domain in AI Mode answers, on its own Business Profile and Product Knowledge Panel cards. Pillarbase's analysis of 15.7 million citations found repeat-cited passages average 117 words, answer in the first sentence about 80% of the time, and come 76% of the time from pages already ranking first organically. Writesonic measured AI Mode omitting the source brand in 49% of citations. Ads appear on roughly one in three commercial queries.","items":["2026-09-18-google-tests-ai-overview-format-in-local-knowledge-panels","2026-09-08-semrush-ai-overviews-now-cover-57-of-manufacturing-searches","2026-09-08-google-ai-mode-tests-paginated-follow-up-chat-responses","2026-09-04-google-ads-tests-exact-and-phrase-match-ads-in-ai-mode","2026-09-04-google-confirms-ai-mode-citation-bug-in-gemini-3-8-flash","2026-09-03-niq-and-similarweb-launch-ai-shopping-measurement-tool","2026-09-03-gemini-3-8-flash-cites-fewer-sources-in-google-ai-mode","2026-09-03-google-ai-mode-shows-higher-prices-than-search-study-finds","2026-09-02-gemini-3-8-flash-lands-in-google-ai-mode","2026-09-01-sistrix-chatgpt-replaces-74-of-its-cited-sources-every-week","2026-08-31-google-ai-mode-adds-inline-shopping-ad-carousel","2026-08-29-google-confirms-ai-overviews-now-dynamically-expand","2026-08-28-google-ai-overviews-test-drops-show-more-button-defaults-to-ai-mode","2026-08-27-ai-answers-on-brand-questions-are-96-accurate-but-platforms-skip-31","2026-08-27-google-ai-mode-adds-hotel-booking-and-flight-price-tracking","2026-08-25-google-s-ai-mode-gets-link-carousels-for-developing-topics","2026-08-19-google-expands-generative-ui-to-ai-overviews","2026-08-19-google-adds-ai-study-tools-to-search-gemini-for-students","2026-08-16-gemini-3-7-flash-rolls-out-in-google-ai-mode","2026-08-16-similarweb-launches-ad-tracking-for-chatgpt-and-ai-mode","2026-08-11-chatgpt-ads-appear-on-a-quarter-of-commercial-prompts","2026-08-10-google-tests-home-page-buttons-for-images-files-brainstorming","2026-08-06-ai-mode-citation-mix-shifts-from-publishers-toward-retail-products","2026-08-03-zero-click-google-searches-hit-a-record-high-ai-mode-use-stays-flat","2026-07-29-pillarbase-study-15-7-million-ai-mode-citations-show-what-google","2026-07-29-writesonic-study-finds-ai-engines-often-skip-naming-source-brands","2026-07-27-ai-overviews-now-appear-in-43-of-google-searches-up-from-15","2026-07-25-google-study-finds-ai-mode-and-gemini-queries-skew-toward-high","2026-07-23-ahrefs-ranks-the-50-most-cited-domains-across-four-ai-surfaces","2026-07-23-ai-mode-and-chatgpt-test-bottom-anchored-citations","2026-07-23-ads-appear-on-a-third-of-commercial-ai-mode-queries-analysis-finds","2026-07-23-google-is-ai-mode-s-second-most-cited-domain-new-data-shows","2026-07-23-google-search-now-runs-the-latest-gemini-3-5-flash-lite","2026-07-20-google-ai-mode-adds-instacart-canva-and-youtube-music-integrations"],"url":"https://anythingengineoptimization.com/entity/ai-mode/"}
{"slug":"gemini","name":"Gemini","blurb":"Google's model family and assistant — the engine behind AI Overviews, AI Mode, and a growing set of Search and ads features.","sameAs":["https://gemini.google.com/","https://en.wikipedia.org/wiki/Google_Gemini","https://www.wikidata.org/wiki/Q116698014"],"record":"Gemini appears in this record twice over: as the model underneath Google's answer surfaces, and as the assistant Google is consolidating everything else into. Google says Gemini 3.5 Flash-Lite is rolling out in Search, powering agentic search experiences; Sundar Pichai told the Q2 earnings call that Google needs Gemini 4 for the next frontier. On the product side the reach keeps widening and keeps arriving with a carve-out: Spark's Chrome shopping and booking agent expanded to more than 160 additional countries but excludes the EEA, UK, Switzerland and Nigeria; Business Profile editing now covers multi-location accounts but still not Workspace logins. A proposed class action alleges Gemini was trained on copyrighted books without authorization.","items":["2026-09-16-google-image-search-adds-ai-suggested-collections","2026-09-16-google-switches-search-live-to-run-on-gemini-3-8","2026-09-11-peec-ai-launches-ai-referrals-to-track-chatbot-conversions","2026-09-10-google-launches-a-native-gemini-app-for-windows","2026-09-10-profound-answer-engines-tailor-brand-picks-to-demographics","2026-09-08-google-ads-ai-dashboards-go-live-for-some-advertisers","2026-09-04-google-confirms-ai-mode-citation-bug-in-gemini-3-8-flash","2026-09-03-niq-and-similarweb-launch-ai-shopping-measurement-tool","2026-09-03-gemini-3-8-flash-cites-fewer-sources-in-google-ai-mode","2026-09-02-gemini-3-8-flash-lands-in-google-ai-mode","2026-09-01-gemini-gains-agentic-video-understanding-for-youtube-s-ask","2026-09-01-new-buyer-persona-corpus-measures-demand-for-ai-citations","2026-08-25-llms-favor-well-known-brands-until-reviews-tip-the-scale","2026-08-24-survey-81-of-marketers-still-call-ai-search-seo","2026-08-23-ai-assistants-miss-85-6-of-bali-restaurants-in-market-census","2026-08-19-business-sites-dominate-gemini-s-local-ai-citations","2026-08-19-google-adds-ai-study-tools-to-search-gemini-for-students","2026-08-18-gemini-in-chrome-rolls-out-to-all-us-android-users","2026-08-18-benchmark-flags-geo-optimized-content-in-live-search-results","2026-08-17-ai-models-agree-on-brand-visibility-only-11-of-the-time","2026-08-17-google-research-entity-order-limits-llm-fact-recall","2026-08-16-gemini-3-7-flash-rolls-out-in-google-ai-mode","2026-08-11-gemini-app-passes-1-billion-monthly-users","2026-08-11-study-ai-assistants-favor-brands-with-better-sounding-names","2026-08-07-gemini-s-business-profile-editing-now-covers-multi-location-accounts","2026-08-06-study-ties-ai-citation-likelihood-to-how-recently-a-page-was-updated","2026-08-05-survey-72-of-holiday-shoppers-now-consult-ai-chatbots-for-gift-ideas","2026-08-05-google-assistant-to-shut-down-on-android-phones-september-4","2026-08-01-gemini-spark-s-chrome-shopping-agent-expands-to-160-countries-skips","2026-07-30-study-finds-ai-models-search-more-often-for-brands-they-already-know","2026-07-25-google-study-finds-ai-mode-and-gemini-queries-skew-toward-high","2026-07-23-google-rolls-out-new-ad-formats-built-with-gemini-for-search","2026-07-23-pichai-google-needs-gemini-4-to-compete-at-the-frontier","2026-07-23-ahrefs-ranks-the-50-most-cited-domains-across-four-ai-surfaces","2026-07-23-google-search-now-runs-the-latest-gemini-3-5-flash-lite","2026-07-20-google-renames-notebooklm-crawler-user-agent-to-google-gemininotebook","2026-07-20-publishers-file-class-action-over-books-used-to-train-gemini"],"url":"https://anythingengineoptimization.com/entity/gemini/"}
{"slug":"google","name":"Google","blurb":"The company whose answer engines, documentation changes, and earnings set the terms for everyone optimizing for AI search.","sameAs":["https://www.google.com/","https://en.wikipedia.org/wiki/Google","https://www.wikidata.org/wiki/Q95"],"record":"The wire's largest record, and the one where the money and the disputes sit in the same quarter. Alphabet reported Q2 2026 Search revenue of $63.27 billion, up 17% year over year — the first deceleration after four quarters of accelerating growth. Around that number: AI Overviews on 43% of searches per Similarweb; a claim from search executive Nick Fox that AI features send billions of clicks weekly, published without methodology; and a Datos/SparkToro finding that only 40% of U.S. searches sent a click to the open web in June. Google's own documentation is doing consequential work — a support page now states that signed-in search interactions improve Search's generative AI models, and its AI-features guidance says machine-readable files aren't needed. Meanwhile the UK's CMA has ordered a publisher opt-out from training, fine-tuning and grounding, and a judge dismissed most of Google's DMCA case against SerpApi.","items":["2026-09-18-google-tests-ai-overview-format-in-local-knowledge-panels","2026-09-17-un-launches-data-commons-with-google-adds-mcp-support","2026-09-16-google-adds-a-search-profile-badge-for-websites","2026-09-16-google-image-search-adds-ai-suggested-collections","2026-09-16-google-pilots-paying-select-publishers-via-search-console","2026-09-16-google-switches-search-live-to-run-on-gemini-3-8","2026-09-13-google-search-console-tracks-ai-overviews-position-only-as-a-block","2026-09-11-study-google-ai-overviews-cut-wikipedia-search-referrals-5","2026-09-10-google-launches-a-native-gemini-app-for-windows","2026-09-10-google-deepmind-proposes-autoregressive-ranking-for-search","2026-09-10-le-monde-ceo-no-ai-overviews-traffic-decline-in-france","2026-09-10-publishers-spent-113m-on-paid-search-as-ai-erodes-traffic","2026-09-09-google-merchant-center-ai-performance-insights-adds-new-metrics","2026-09-09-ai-overviews-now-answer-nearly-all-people-also-ask-results","2026-09-08-google-ads-ai-dashboards-go-live-for-some-advertisers","2026-09-08-google-ai-mode-tests-paginated-follow-up-chat-responses","2026-09-08-google-tests-narrower-citations-panel-in-ai-overviews","2026-09-07-google-shopping-ads-ctr-climbs-as-ai-overviews-cuts-impressions","2026-09-04-google-ads-tests-exact-and-phrase-match-ads-in-ai-mode","2026-09-04-chatgpt-s-in-house-search-index-still-leans-on-google-bing","2026-09-04-google-confirms-ai-mode-citation-bug-in-gemini-3-8-flash","2026-09-03-eu-fines-google-460-million-for-dma-search-self-preferencing","2026-09-03-gemini-3-8-flash-cites-fewer-sources-in-google-ai-mode","2026-09-03-google-ai-mode-shows-higher-prices-than-search-study-finds","2026-09-02-gemini-3-8-flash-lands-in-google-ai-mode","2026-09-01-gemini-gains-agentic-video-understanding-for-youtube-s-ask","2026-09-01-google-discover-now-sends-news-publishers-more-than-twice-what-search","2026-09-01-google-coati-rests-on-one-2022-sentence-and-appears-in-no-google","2026-08-31-search-console-s-ai-overviews-opt-out-control-rolls-out-to-all-sites","2026-08-31-google-ai-mode-adds-inline-shopping-ad-carousel","2026-08-31-google-s-mueller-ai-crawlers-aren-t-requesting-markdown","2026-08-31-freshness-outranks-word-count-in-google-s-listicle-rankings","2026-08-30-acp-ap2-and-x402-are-three-layers-of-one-stack-not-three-rivals","2026-08-30-cloudflare-s-september-15-default-blocks-googlebot-on-ad-bearing-pages","2026-08-30-greynoise-finds-forged-claudebot-and-gptbot-traffic-hunting-for","2026-08-29-google-confirms-ai-overviews-now-dynamically-expand","2026-08-28-google-ai-overviews-test-drops-show-more-button-defaults-to-ai-mode","2026-08-28-serpapi-seeks-to-dismiss-google-s-amended-dmca-complaint","2026-08-27-google-ai-mode-adds-hotel-booking-and-flight-price-tracking","2026-08-27-no-major-ai-crawler-publicly-meets-all-four-of-cloudflare-s-conditions","2026-08-27-what-google-s-ai-overviews-opt-out-does-and-two-things-it-does-not","2026-08-26-judge-mehta-calls-google-s-ai-overviews-unfair-to-publishers","2026-08-25-google-s-ai-mode-gets-link-carousels-for-developing-topics","2026-08-25-google-moves-ai-overviews-above-stock-ticker-charts","2026-08-25-google-s-listicle-demotion-is-targeted-not-universal","2026-08-24-ai-overviews-finance-expansion-flipped-who-wins-ticker-queries","2026-08-24-google-says-geo-needs-no-special-tactics-beyond-seo","2026-08-22-judge-denies-google-fee-bid-as-publishers-drop-suit","2026-08-22-google-adds-experiment-tools-to-ai-max-for-search-ads","2026-08-21-google-s-own-tests-show-ai-interfaces-beating-search-results","2026-08-20-google-lets-publishers-embed-a-preferred-sources-button","2026-08-19-google-expands-generative-ui-to-ai-overviews","2026-08-19-google-adds-ai-study-tools-to-search-gemini-for-students","2026-08-19-41-day-test-finds-ai-crawlers-miss-javascript-only-links-entirely","2026-08-18-gemini-in-chrome-rolls-out-to-all-us-android-users","2026-08-18-study-finds-ai-overview-traffic-misattributed-22-of-time","2026-08-18-benchmark-flags-geo-optimized-content-in-live-search-results","2026-08-17-google-pauses-ai-generated-recipe-images-in-ai-overviews","2026-08-17-uk-charities-report-steep-traffic-losses-to-google-ai-overviews","2026-08-17-google-research-entity-order-limits-llm-fact-recall","2026-08-16-ai-overviews-in-local-results-cite-low-quality-listicles-ser-finds","2026-08-16-ai-generated-images-begin-appearing-in-ai-overviews","2026-08-16-gemini-3-7-flash-rolls-out-in-google-ai-mode","2026-08-11-french-publishers-file-complaint-against-google-ai-overviews","2026-08-11-gemini-app-passes-1-billion-monthly-users","2026-08-11-google-refiles-dmca-claim-against-scraper-serpapi","2026-08-11-google-analytics-ads-gain-new-ai-reporting-features","2026-08-10-google-tests-home-page-buttons-for-images-files-brainstorming","2026-08-08-amicus-brief-urges-d-c-circuit-to-toughen-google-s-ai-antitrust-remedy","2026-08-07-gemini-s-business-profile-editing-now-covers-multi-location-accounts","2026-08-06-ai-mode-citat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{"slug":"search-console","name":"Google Search Console","blurb":"Google's first-party reporting surface for site owners — including its newer generative-AI performance data.","sameAs":["https://search.google.com/search-console","https://en.wikipedia.org/wiki/Google_Search_Console","https://www.wikidata.org/wiki/Q328216"],"record":"Three items, moving in one direction: Google's own console is becoming the first-party instrument for AI-surface measurement. Search Central announced generative-AI performance reporting in Search Console in June 2026, giving sites impression and click data for AI surfaces rather than third-party estimates. Platform properties finished a staggered global rollout on July 29 — Instagram, TikTok, X and YouTube accounts can be verified as Search Console properties with Performance and Insights reports, the first property type requiring no website at all. The same console carries the cost side: its AI opt-out, used to exclude content from AI Overviews, may also remove a publisher from the Top Stories carousel now running inside them, per an analysis Google has not confirmed.","items":["2026-09-16-google-pilots-paying-select-publishers-via-search-console","2026-09-13-google-search-console-tracks-ai-overviews-position-only-as-a-block","2026-09-01-google-discover-now-sends-news-publishers-more-than-twice-what-search","2026-08-31-search-console-s-ai-overviews-opt-out-control-rolls-out-to-all-sites","2026-08-27-what-google-s-ai-overviews-opt-out-does-and-two-things-it-does-not","2026-08-01-search-console-platform-properties-roll-out-globally-for-social-and","2026-07-28-google-s-ai-opt-out-setting-may-cost-publishers-top-stories-placement","2026-07-20-search-console-adds-generative-ai-performance-reports"],"url":"https://anythingengineoptimization.com/entity/search-console/"}
{"slug":"openai","name":"OpenAI","blurb":"Maker of ChatGPT and its ads platform; every citation-format and ad-product change here moves the answer-engine market.","sameAs":["https://openai.com/","https://en.wikipedia.org/wiki/OpenAI","https://www.wikidata.org/wiki/Q21708200"],"record":"Most of OpenAI's record here is an advertising platform being built at unusual speed. Between July 23 and August 7 the wire logged four ChatGPT Ads releases: conversion-value tooltips; then optimized cost-per-click bidding, geographic exclusions, bulk create and update in the Ads API, seven-day rolling budgets and AppsFlyer and Adjust integrations; then a tested Agent campaign type that opens a Business Agent conversation instead of loading the advertiser's website; then a multi-product carousel and launches in Brazil and Mexico. On the answer side, ChatGPT is testing a citation overlay that loads on click. In court, a judge denied the New York Times, Daily News and Ziff Davis leave to revive contributory-infringement theories against Microsoft in the consolidated OpenAI copyright litigation.","items":["2026-09-17-chatgpt-ads-gets-hubspot-shopify-apps-and-sponsored-agents","2026-09-17-tampa-bay-times-publisher-sues-openai-microsoft","2026-09-16-el-pa-s-blocks-gptbot-claudebot-and-perplexitybot","2026-09-13-people-inc-sites-and-the-atlantic-block-gptbot-still-bill-claude","2026-09-11-adform-becomes-chatgpt-ads-first-european-tech-platform-partner","2026-09-10-amazon-ads-pilots-chatgpt-ads-buying-through-its-dsp","2026-09-05-seattle-times-newsday-sue-openai-microsoft-over-ai-use","2026-09-04-ross-intelligence-flags-doj-s-fair-use-view-to-third-circuit","2026-09-04-chatgpt-ads-manager-adds-a-plugin-for-chatgpt-and-codex","2026-09-03-chatgpt-shopping-mode-feed-retrieval-overtakes-web-search","2026-09-03-comscore-sponsored-chatgpt-ads-hit-24-of-hotel-prompts","2026-09-03-financial-services-surges-into-chatgpt-s-top-ad-spenders","2026-09-02-justice-department-backs-fair-use-in-openai-copyright-case","2026-08-31-chatgpt-ads-reaches-1-billion-annualized-revenue-run-rate","2026-08-31-eu-designates-chatgpt-a-very-large-online-search-engine","2026-08-30-acp-ap2-and-x402-are-three-layers-of-one-stack-not-three-rivals","2026-08-30-greynoise-finds-forged-claudebot-and-gptbot-traffic-hunting-for","2026-08-30-query-fan-out-decides-ai-citation-before-a-page-is-ever-read","2026-08-27-no-major-ai-crawler-publicly-meets-all-four-of-cloudflare-s-conditions","2026-08-25-llms-favor-well-known-brands-until-reviews-tip-the-scale","2026-08-24-retail-takes-39-of-chatgpt-ad-slots-on-24-of-queries","2026-08-22-wikihow-sues-openai-over-ai-training-query-use","2026-08-22-google-adds-experiment-tools-to-ai-max-for-search-ads","2026-08-21-chatgpt-ads-adds-platform-targeting-but-reporting-still-lags","2026-08-21-chatgpt-ads-makes-automated-bidding-the-default-for-new-ad-groups","2026-08-19-chatgpt-ads-manager-adds-view-through-conversion-tracking","2026-08-19-41-day-test-finds-ai-crawlers-miss-javascript-only-links-entirely","2026-08-19-chatgpt-ads-go-live-in-31-more-european-markets","2026-08-17-chatgpt-ads-go-live-in-mexico-and-brazil-hit-9-markets","2026-08-17-ai-models-agree-on-brand-visibility-only-11-of-the-time","2026-08-16-chatgpt-ads-expand-to-europe-as-crawler-bypasses-blocks","2026-08-16-openai-sued-by-textbook-authors-over-training-data","2026-08-16-openai-tests-descriptive-headings-above-chatgpt-ads","2026-08-08-nyt-ziff-davis-lose-bid-to-revive-copyright-claims-against-microsoft","2026-08-07-gen-z-consideration-for-claude-and-openai-nearly-doubles-yougov-finds","2026-08-07-chatgpt-ads-tests-multi-product-carousel-expands-to-brazil-and-mexico","2026-07-31-openai-tests-chatgpt-ad-format-that-opens-an-agent-chat-not-a-website","2026-07-24-chatgpt-ads-adds-conversion-bidding-geo-exclusions-and-bulk-campaign","2026-07-23-chatgpt-ads-manager-adds-conversion-value-tooltips","2026-07-23-ai-mode-and-chatgpt-test-bottom-anchored-citations"],"url":"https://anythingengineoptimization.com/entity/openai/"}
{"slug":"chatgpt","name":"ChatGPT","blurb":"The most-used standalone answer engine — its citation behavior, shopping surfaces, and ads products are a beat of their own.","sameAs":["https://chatgpt.com/","https://en.wikipedia.org/wiki/ChatGPT","https://www.wikidata.org/wiki/Q115564437"],"record":"ChatGPT is the most-measured standalone engine on the record, and the measurements keep saying the territory is open. Semrush's study of 50,000 brands found most topics have no clearly dominant brand; Kevin Indig's analysis of six months of that citation data found only 15.2% of 1,094 categories have a single clear leader, that 89.3% of estimated demand sits in categories with no clear owner, and that the most-cited domain matched the most-mentioned brand just 20.8% of the time. Similarweb reports 95% of ChatGPT's 494 million users also used Google in the same window, and that only 6.8% of U.S. desktop queries carried a citation at all. Writesonic measured ChatGPT omitting the source brand 37% of the time.","items":["2026-09-17-chatgpt-ads-gets-hubspot-shopify-apps-and-sponsored-agents","2026-09-11-brightedge-reddit-s-chatgpt-education-citations-hit-zero","2026-09-11-peec-ai-launches-ai-referrals-to-track-chatbot-conversions","2026-09-11-adform-becomes-chatgpt-ads-first-european-tech-platform-partner","2026-09-10-amazon-ads-pilots-chatgpt-ads-buying-through-its-dsp","2026-09-10-profound-answer-engines-tailor-brand-picks-to-demographics","2026-09-10-chatgpt-perplexity-ai-overviews-audited-on-mental-health-citations","2026-09-04-chatgpt-s-in-house-search-index-still-leans-on-google-bing","2026-09-04-chatgpt-ads-manager-adds-a-plugin-for-chatgpt-and-codex","2026-09-03-niq-and-similarweb-launch-ai-shopping-measurement-tool","2026-09-03-ten-speed-product-pages-draw-24-of-ai-citations-reddit-4","2026-09-03-chatgpt-shopping-mode-feed-retrieval-overtakes-web-search","2026-09-03-comscore-sponsored-chatgpt-ads-hit-24-of-hotel-prompts","2026-09-03-financial-services-surges-into-chatgpt-s-top-ad-spenders","2026-09-01-sistrix-chatgpt-replaces-74-of-its-cited-sources-every-week","2026-09-01-new-buyer-persona-corpus-measures-demand-for-ai-citations","2026-08-31-chatgpt-google-ai-overviews-split-on-health-authority-sources","2026-08-31-chatgpt-ads-reaches-1-billion-annualized-revenue-run-rate","2026-08-31-eu-designates-chatgpt-a-very-large-online-search-engine","2026-08-30-query-fan-out-decides-ai-citation-before-a-page-is-ever-read","2026-08-27-ai-answers-on-brand-questions-are-96-accurate-but-platforms-skip-31","2026-08-27-brightedge-reddit-citations-skew-to-brand-aware-ai-shoppers","2026-08-27-reddit-s-citation-drop-is-chatgpt-only-86-there-11-on-ai-overviews","2026-08-26-brightedge-launches-agent-edge-to-make-sites-ai-agent-ready","2026-08-24-retail-takes-39-of-chatgpt-ad-slots-on-24-of-queries","2026-08-24-survey-81-of-marketers-still-call-ai-search-seo","2026-08-23-ai-assistants-miss-85-6-of-bali-restaurants-in-market-census","2026-08-21-chatgpt-ads-adds-platform-targeting-but-reporting-still-lags","2026-08-21-chatgpt-ads-makes-automated-bidding-the-default-for-new-ad-groups","2026-08-20-pew-finds-a-third-of-post-chatgpt-webpages-show-ai-authorship","2026-08-20-google-and-chatgpt-cite-different-slices-of-the-same-youtube-video","2026-08-19-chatgpt-ads-manager-adds-view-through-conversion-tracking","2026-08-19-business-sites-dominate-gemini-s-local-ai-citations","2026-08-19-claude-answers-are-less-accurate-than-chatgpt-s-study-finds","2026-08-19-reddit-s-chatgpt-search-citations-fell-86-in-four-days-tracker-finds","2026-08-19-chatgpt-ads-go-live-in-31-more-european-markets","2026-08-18-chatgpt-s-own-search-queries-name-brands-users-never-typed","2026-08-18-chatgpt-commercial-conversations-nearly-double-in-a-year","2026-08-17-chatgpt-ads-go-live-in-mexico-and-brazil-hit-9-markets","2026-08-16-chatgpt-ads-expand-to-europe-as-crawler-bypasses-blocks","2026-08-16-openai-tests-descriptive-headings-above-chatgpt-ads","2026-08-16-similarweb-launches-ad-tracking-for-chatgpt-and-ai-mode","2026-08-16-study-finds-chatgpt-and-ai-overviews-cite-different-parts-of-social","2026-08-11-study-ai-assistants-favor-brands-with-better-sounding-names","2026-08-11-chatgpt-ads-appear-on-a-quarter-of-commercial-prompts","2026-08-10-ugc-platforms-outcite-review-sites-in-chatgpt-answers","2026-08-10-ai-overviews-chatgpt-beat-social-platforms-on-shopper-trust","2026-08-07-gen-z-consideration-for-claude-and-openai-nearly-doubles-yougov-finds","2026-08-07-chatgpt-ads-tests-multi-product-carousel-expands-to-brazil-and-mexico","2026-08-06-study-ties-ai-citation-likelihood-to-how-recently-a-page-was-updated","2026-08-05-survey-72-of-holiday-shoppers-now-consult-ai-chatbots-for-gift-ideas","2026-07-31-openai-tests-chatgpt-ad-format-that-opens-an-agent-chat-not-a-website","2026-07-30-study-finds-ai-models-search-more-often-for-brands-they-already-know","2026-07-30-similarweb-95-of-chatgpt-users-also-search-on-google","2026-07-29-analysis-most-ai-search-demand-still-has-no-clear-chatgpt-category","2026-07-29-writesonic-study-finds-ai-engines-often-skip-naming-source-brands","2026-07-24-chatgpt-ads-adds-conversion-bidding-geo-exclusions-and-bulk-campaign","2026-07-23-chatgpt-ads-manager-adds-conversion-value-tooltips","2026-07-23-ai-mode-and-chatgpt-test-bottom-anchored-citations","2026-07-20-semrush-study-most-chatgpt-topics-have-no-dominant-brand"],"url":"https://anythingengineoptimization.com/entity/chatgpt/"}
{"slug":"anthropic","name":"Anthropic","blurb":"Maker of Claude. Its release notes and crawler policies matter to anyone deciding which AI systems may read their site.","sameAs":["https://www.anthropic.com/","https://en.wikipedia.org/wiki/Anthropic","https://www.wikidata.org/wiki/Q116758847"],"record":"Four items, and Anthropic appears in each as the subject of someone else's measurement rather than as a shipper of news. YouGov BrandIndex put Gen Z consideration of Claude at 28.1% in Q2 2026, up from 14.2% in Q1 — the largest single move in the consideration figures the wire has logged. Claude was one of three models in geoSurge's test of 66 U.S. buyer prompts, and one of three assistants named in an Optimove survey where 72% of U.S. holiday shoppers said they consult AI tools for gift ideas. On the access side, PatronView says it blocked Claude-SearchBot in June 2026 after measuring a lopsided ratio of crawls to human-referred visitors. The record carries no Anthropic product or crawler-policy announcement of its own.","items":["2026-09-16-el-pa-s-blocks-gptbot-claudebot-and-perplexitybot","2026-09-16-cambronne-v-anthropic-opt-out-trial-set-for-2028","2026-09-16-concord-music-v-anthropic-heads-to-oct-21-hearing","2026-09-11-anthropic-defends-its-fair-use-counterclaim-in-gilbert-copyright-fight","2026-09-10-profound-answer-engines-tailor-brand-picks-to-demographics","2026-09-03-bartz-v-anthropic-payout-pushed-to-nov-15-at-2-203-56-per-work","2026-08-30-greynoise-finds-forged-claudebot-and-gptbot-traffic-hunting-for","2026-08-29-sony-music-publishing-sues-anthropic-over-training-data","2026-08-28-gilbert-pledges-not-to-sue-anthropic-over-ai-training-copies","2026-08-28-anthropic-wins-first-amendment-ruling-against-department-of-war","2026-08-28-bartz-v-anthropic-settlement-effective-payouts-due-sept-17","2026-08-27-ai-answers-on-brand-questions-are-96-accurate-but-platforms-skip-31","2026-08-25-llms-favor-well-known-brands-until-reviews-tip-the-scale","2026-08-24-claude-and-claude-code-behave-as-distinct-answer-engines","2026-08-20-anthropic-adds-first-amendment-defense-in-gilbert-suit","2026-08-19-authors-amend-anthropic-suit-add-claims-against-amodei","2026-08-19-claude-answers-are-less-accurate-than-chatgpt-s-study-finds","2026-08-19-publishers-appeal-fee-ruling-in-anthropic-book-piracy-suit","2026-08-12-anthropic-watermarks-claude-output-under-eu-ai-act-rules","2026-08-08-donor-database-site-blocks-amazon-s-ai-crawler-after-logging-117-000","2026-08-07-gen-z-consideration-for-claude-and-openai-nearly-doubles-yougov-finds","2026-08-05-survey-72-of-holiday-shoppers-now-consult-ai-chatbots-for-gift-ideas","2026-07-30-study-finds-ai-models-search-more-often-for-brands-they-already-know"],"url":"https://anythingengineoptimization.com/entity/anthropic/"}
{"slug":"perplexity","name":"Perplexity","blurb":"The citation-forward answer engine — a bellwether for how AI search credits (and pays) the open web.","sameAs":["https://www.perplexity.ai/","https://en.wikipedia.org/wiki/Perplexity_AI","https://www.wikidata.org/wiki/Q124333951"],"record":"Perplexity's record here is mostly litigation, with two measurement datapoints attached. In the Southern District of New York, a judge denied Perplexity and SerpApi's motions to dismiss Reddit's DMCA anti-circumvention claims — days after a different judge dismissed most of Google's near-identical DMCA claims against the same scraper. Days later the Ninth Circuit reversed the preliminary injunction barring Perplexity's agentic browser Comet from Amazon.com, holding Perplexity unlikely to violate the Computer Fraud and Abuse Act because the user, not Perplexity, directs the Assistant's access. On behavior: Writesonic measured Perplexity omitting the source brand in 52% of citations, the highest of seven engines tested, and Seer Interactive found it the least recency-bound of three engines tested.","items":["2026-09-11-peec-ai-launches-ai-referrals-to-track-chatbot-conversions","2026-09-10-chatgpt-perplexity-ai-overviews-audited-on-mental-health-citations","2026-09-03-ten-speed-product-pages-draw-24-of-ai-citations-reddit-4","2026-09-01-new-buyer-persona-corpus-measures-demand-for-ai-citations","2026-08-28-perplexity-raises-first-amendment-defense-in-reddit-s-dmca-suit","2026-08-23-ai-assistants-miss-85-6-of-bali-restaurants-in-market-census","2026-08-22-perplexity-moves-to-dismiss-most-of-cnn-s-claims","2026-08-18-perplexity-s-india-revenue-rose-60-after-airtel-offer-ended","2026-08-11-perplexity-blocks-time-s-markdown-ads-from-its-ai-results","2026-08-06-study-ties-ai-citation-likelihood-to-how-recently-a-page-was-updated","2026-08-05-9th-circuit-reverses-perplexity-cfaa-injunction-in-amazon-suit","2026-07-31-reddit-s-dmca-suit-against-perplexity-serpapi-survives-dismissal-bid","2026-07-29-writesonic-study-finds-ai-engines-often-skip-naming-source-brands","2026-07-23-ahrefs-ranks-the-50-most-cited-domains-across-four-ai-surfaces"],"url":"https://anythingengineoptimization.com/entity/perplexity/"}
{"slug":"bing","name":"Microsoft Bing","blurb":"Microsoft's search and Copilot stack, plus Webmaster Tools — often first to ship AI-visibility data for site owners.","sameAs":["https://www.bing.com/","https://en.wikipedia.org/wiki/Microsoft_Bing","https://www.wikidata.org/wiki/Q182496"],"record":"One item. Microsoft added four AI-performance capabilities in preview to Bing Webmaster Tools in June 2026 — Intents, Topics, Citation Share and Compare — extending its AI Performance reports toward citation-level visibility data. That makes Bing's console the only first-party citation-share reporting on this record; Search Console's generative-AI reports give impressions and clicks, not citations. Everything else is thin. The wire carries nothing from Microsoft on Copilot's answer behavior, no measure of Bing's own share of AI answers, and no comparison of the preview's numbers against third-party estimates.","items":["2026-09-04-chatgpt-s-in-house-search-index-still-leans-on-google-bing","2026-08-31-microsoft-requires-login-for-copilot-but-not-bing-s-ai-answers","2026-08-27-bing-tests-renaming-copilot-search-to-ai-overviews","2026-08-22-google-adds-experiment-tools-to-ai-max-for-search-ads","2026-07-20-bing-webmaster-tools-previews-ai-visibility-insights-including"],"url":"https://anythingengineoptimization.com/entity/bing/"}
{"slug":"ahrefs","name":"Ahrefs","blurb":"SEO tooling vendor whose AI-citation studies and datasets keep producing the category's reference numbers.","sameAs":["https://ahrefs.com/","https://en.wikipedia.org/wiki/Ahrefs","https://www.wikidata.org/wiki/Q107533769"],"record":"Two items, both from July 2026, both datasets rather than products. Ahrefs published citation-share rankings of the 50 most-cited domains across four AI surfaces — Google AI Overviews, AI Mode, Gemini and Perplexity, tracked on US queries — with AI Overviews led by YouTube at 21.1% mention share, then Reddit (18.5%), Facebook (10.7%), Google itself (7.1%) and Instagram (5.8%). Days later it shipped a free llms.txt generator built on its own analysis of adoption across 137,000 domains. Both are vendor-published and labeled as such on the wire. The record is thin on method: it does not carry Ahrefs' query sets, its geography beyond US, its sampling period, or how its mention-share counting compares with other measurers'.","items":["2026-09-16-ahrefs-ai-overviews-cut-ctr-23-in-france","2026-08-18-ahrefs-study-llms-txt-files-mostly-unread-by-ai-crawlers","2026-08-17-ai-models-agree-on-brand-visibility-only-11-of-the-time","2026-07-24-ahrefs-launches-a-free-llms-txt-generator-tool","2026-07-23-ahrefs-ranks-the-50-most-cited-domains-across-four-ai-surfaces"],"url":"https://anythingengineoptimization.com/entity/ahrefs/"}
{"slug":"semrush","name":"Semrush","blurb":"SEO platform publishing large-scale studies of brand visibility inside AI answers.","sameAs":["https://www.semrush.com/","https://en.wikipedia.org/wiki/Semrush","https://www.wikidata.org/wiki/Q48818116"],"record":"Two items, and they are the same dataset seen twice. In July 2026 Semrush published an analysis of ChatGPT visibility across 50,000 brands, finding most topics have no clearly dominant brand and arguing AI visibility accrues at the topic level rather than to individual pages or keywords. Later that month Kevin Indig analyzed six months of Semrush's ChatGPT citation data — 1,094 U.S. categories, five prompts each, more than 600,000 citations — and found only 15.2% of categories have a single clearly leading brand, and that the most-cited domain matched the most-mentioned brand only 20.8% of the time. Both are vendor-published. The record carries no Semrush product news and no second measurer's read on the same question.","items":["2026-09-08-semrush-ai-overviews-now-cover-57-of-manufacturing-searches","2026-07-29-analysis-most-ai-search-demand-still-has-no-clear-chatgpt-category","2026-07-20-semrush-study-most-chatgpt-topics-have-no-dominant-brand"],"url":"https://anythingengineoptimization.com/entity/semrush/"}
{"slug":"llms-txt","name":"llms.txt","blurb":"The proposed standard for telling AI systems what a site offers. Google says its Search doesn't read it; adoption, tooling, and the other engines are the live questions.","sameAs":["https://llmstxt.org/","https://www.wikidata.org/wiki/Q133958690"],"record":"Two items, and between them they close half of the open question. Ahrefs shipped a free llms.txt generator in late July 2026, built on its analysis of adoption across 137,000 domains — tooling that drops the cost of publishing the file to near zero. Then Google's AI-features documentation answered its own half plainly: you don't need to create machine readable files, AI text files, or markup to appear in those features. What the record does not contain is the other half: no statement from OpenAI, Anthropic, Perplexity or Microsoft about whether their systems read the file, and no measurement anywhere tying its publication to citations. Adjacent to it, the wire has Time serving agent-readable markdown pages and selling ads inside them.","items":["2026-09-16-ietf-ai-preference-draft-splits-training-from-use","2026-08-31-common-crawl-two-thirds-of-llms-txt-files-are-templates","2026-08-18-ahrefs-study-llms-txt-files-mostly-unread-by-ai-crawlers","2026-08-17-llms-txt-spec-adds-link-relations-for-markdown-discovery","2026-08-01-google-guidance-machine-readable-ai-files-do-nothing-for-search","2026-07-24-ahrefs-launches-a-free-llms-txt-generator-tool"],"url":"https://anythingengineoptimization.com/entity/llms-txt/"}
{"slug":"reddit","name":"Reddit","blurb":"The most-cited forum on the AI surfaces and the loudest litigant against scrapers — the clearest test of whether being quoted by an engine is worth anything.","sameAs":["https://www.reddit.com/","https://en.wikipedia.org/wiki/Reddit","https://www.wikidata.org/wiki/Q1136"],"record":"Reddit is the case study for the whole citation economy, and the record pulls in two directions at once. Ahrefs put it second by mention share in Google AI Overviews at 18.5%, behind YouTube; BrightEdge measured its tracked search footprint up 33x between June 2025 and February 2026, then another 84% to July before plateauing at a level several times higher than a year earlier, with roughly 88% of that volume coming from AI Overviews. Days later a tracker recorded Reddit's ChatGPT Search citations falling 86% in four days — a reminder that citation share is engine-specific and moves without warning. Meanwhile Reddit is suing: its DMCA anti-circumvention claims against Perplexity and SerpApi survived a dismissal bid in the Southern District of New York, and its CEO says AI Overviews still have not found a win-win. Google, for its part, denies giving Reddit any special preference in rankings.","items":["2026-09-17-audit-reddit-ai-search-favors-formal-highly-upvoted-comments","2026-09-13-people-inc-sites-and-the-atlantic-block-gptbot-still-bill-claude","2026-09-03-ten-speed-product-pages-draw-24-of-ai-citations-reddit-4","2026-08-27-brightedge-reddit-citations-skew-to-brand-aware-ai-shoppers","2026-08-27-reddit-s-citation-drop-is-chatgpt-only-86-there-11-on-ai-overviews","2026-08-22-perplexity-moves-to-dismiss-most-of-cnn-s-claims","2026-08-19-business-sites-dominate-gemini-s-local-ai-citations","2026-08-19-reddit-s-chatgpt-search-citations-fell-86-in-four-days-tracker-finds","2026-08-16-brightedge-reddit-s-ai-citation-surge-has-plateaued-at-a-higher","2026-08-16-study-finds-chatgpt-and-ai-overviews-cite-different-parts-of-social","2026-08-11-google-refiles-dmca-claim-against-scraper-serpapi","2026-08-05-google-denies-giving-reddit-special-preference-in-search-rankings","2026-08-05-9th-circuit-reverses-perplexity-cfaa-injunction-in-amazon-suit","2026-08-01-reddit-ceo-says-ai-overviews-still-haven-t-found-a-win-win","2026-07-31-reddit-s-dmca-suit-against-perplexity-serpapi-survives-dismissal-bid","2026-07-23-ahrefs-ranks-the-50-most-cited-domains-across-four-ai-surfaces"],"url":"https://anythingengineoptimization.com/entity/reddit/"}
{"slug":"cloudflare","name":"Cloudflare","blurb":"The infrastructure layer where crawler access is actually enforced. Its defaults reach a large share of the web, so its policy changes are the industry's, whether or not anyone voted.","sameAs":["https://www.cloudflare.com/","https://en.wikipedia.org/wiki/Cloudflare","https://www.wikidata.org/wiki/Q2140714"],"record":"Cloudflare is where crawler policy stops being an opinion and becomes a setting. Its data underpins much of this beat — automated requests crossed 57.5% of web traffic in June 2026, with 52% of AI crawler requests serving model training against 2.6% for live queries — and its products increasingly set the terms: Pay Per Crawl evolved into usage-based payments for AI search, and an Agent Readiness dashboard now scores domains on crawler rules, machine-readable content and agent-callable APIs. Because its defaults reach a large share of the web, a change to them is an industry event; IAB Australia built its four-verdict crawler matrix explicitly around Cloudflare's September 15 changes. The record is thin on one thing: what those defaults do to sites that are already customers, which Cloudflare's public documentation does not clearly say.","items":["2026-09-16-el-pa-s-blocks-gptbot-claudebot-and-perplexitybot","2026-09-13-people-inc-sites-and-the-atlantic-block-gptbot-still-bill-claude","2026-08-30-acp-ap2-and-x402-are-three-layers-of-one-stack-not-three-rivals","2026-08-30-cloudflare-s-september-15-default-blocks-googlebot-on-ad-bearing-pages","2026-08-27-no-major-ai-crawler-publicly-meets-all-four-of-cloudflare-s-conditions","2026-08-23-cloudflare-rewrites-robots-txt-gates-access-on-disclosure","2026-08-08-donor-database-site-blocks-amazon-s-ai-crawler-after-logging-117-000","2026-08-06-cloudflare-launches-dashboard-tools-to-measure-agent-access-and-ai","2026-08-01-bipartisan-bill-would-force-ai-crawlers-to-identify-themselves","2026-08-01-cloudflare-evolves-pay-per-crawl-into-usage-based-ai-search-payments","2026-08-01-iab-australia-sorts-ai-crawlers-into-four-access-verdicts","2026-08-01-time-starts-selling-ads-inside-its-ai-agent-readable-markdown-pages"],"url":"https://anythingengineoptimization.com/entity/cloudflare/"}
{"slug":"ai-litigation","name":"AI training & copyright litigation","blurb":"The court cases over what AI systems may train on and quote — rulings here redraw the economics of the answer engines.","sameAs":[],"record":"Six items in three weeks, and the direction is toward narrower theories rather than settled law. Two judges reached opposite results on near-identical DMCA anti-circumvention claims against the same scraper within days: Google's case against SerpApi was mostly dismissed, while Reddit's suit against Perplexity and SerpApi survived dismissal in the Southern District of New York. The Ninth Circuit then reversed the injunction barring Perplexity's Comet browser from Amazon.com, holding that the user, not Perplexity, directs the Assistant's access. In the consolidated OpenAI copyright litigation, the court denied the New York Times, Daily News and Ziff Davis leave to revive contributory-infringement claims against Microsoft. Training-data claims and the antitrust remedy remain live.","items":["2026-09-17-tampa-bay-times-publisher-sues-openai-microsoft","2026-09-16-cambronne-v-anthropic-opt-out-trial-set-for-2028","2026-09-16-concord-music-v-anthropic-heads-to-oct-21-hearing","2026-09-16-ninth-circuit-backs-github-copilot-in-copyright-tag-case","2026-09-11-anthropic-defends-its-fair-use-counterclaim-in-gilbert-copyright-fight","2026-09-09-microsoft-nadella-face-third-ai-copyright-shareholder-derivative-suit","2026-09-05-seattle-times-newsday-sue-openai-microsoft-over-ai-use","2026-09-04-ross-intelligence-flags-doj-s-fair-use-view-to-third-circuit","2026-09-03-bartz-v-anthropic-payout-pushed-to-nov-15-at-2-203-56-per-work","2026-09-02-justice-department-backs-fair-use-in-openai-copyright-case","2026-08-29-sony-music-publishing-sues-anthropic-over-training-data","2026-08-28-gilbert-pledges-not-to-sue-anthropic-over-ai-training-copies","2026-08-28-perplexity-raises-first-amendment-defense-in-reddit-s-dmca-suit","2026-08-28-news-media-alliance-opposes-databricks-summary-judgment-bid","2026-08-28-serpapi-seeks-to-dismiss-google-s-amended-dmca-complaint","2026-08-28-anthropic-wins-first-amendment-ruling-against-department-of-war","2026-08-28-bartz-v-anthropic-settlement-effective-payouts-due-sept-17","2026-08-26-judge-mehta-calls-google-s-ai-overviews-unfair-to-publishers","2026-08-22-judge-denies-google-fee-bid-as-publishers-drop-suit","2026-08-22-perplexity-moves-to-dismiss-most-of-cnn-s-claims","2026-08-22-wikihow-sues-openai-over-ai-training-query-use","2026-08-20-anthropic-adds-first-amendment-defense-in-gilbert-suit","2026-08-20-musicians-union-drops-warner-but-not-umg-from-ai-suit","2026-08-19-authors-amend-anthropic-suit-add-claims-against-amodei","2026-08-19-publishers-appeal-fee-ruling-in-anthropic-book-piracy-suit","2026-08-16-openai-sued-by-textbook-authors-over-training-data","2026-08-11-french-publishers-file-complaint-against-google-ai-overviews","2026-08-11-google-refiles-dmca-claim-against-scraper-serpapi","2026-08-08-amicus-brief-urges-d-c-circuit-to-toughen-google-s-ai-antitrust-remedy","2026-08-08-nyt-ziff-davis-lose-bid-to-revive-copyright-claims-against-microsoft","2026-08-05-9th-circuit-reverses-perplexity-cfaa-injunction-in-amazon-suit","2026-07-31-reddit-s-dmca-suit-against-perplexity-serpapi-survives-dismissal-bid","2026-07-28-judge-dismisses-most-of-google-s-dmca-case-against-scraper-serpapi","2026-07-20-publishers-file-class-action-over-books-used-to-train-gemini"],"url":"https://anythingengineoptimization.com/entity/ai-litigation/"}
{"slug":"brightedge","name":"BrightEdge","blurb":"Enterprise SEO platform whose weekly AI-search analyses — Reddit's citation curve, YouTube slices, category shifts — supply a large share of this record's measured numbers.","sameAs":["https://www.brightedge.com/"],"record":"Ten items and one throughline: BrightEdge's weekly panel is where the record's Reddit numbers come from. Its analysis put Reddit's tracked search footprint up roughly 33x between June 2025 and February 2026 and its AI citations up about 84% from February to July before plateauing; a later cut found Reddit citations skew to shoppers who already know the brand; and in September its Education-category panel showed Reddit's ChatGPT citations falling from 17.2% to zero in two weeks. The same panel keeps finding that the two big engines cite differently — different assets within the same social platforms, different slices of the same YouTube video (Google links a timestamped moment in 50% of its YouTube citations, ChatGPT in 0.6%), and different authorities in health, where ChatGPT's top five cited domains are all government agencies or hospital systems. On the product side BrightEdge launched Agent Edge, which serves agents a Markdown version of a page at the CDN layer, and rebranded Autopilot as Site Agent inside a new agents suite. Every study is vendor-published and labelled as such; the record carries no independent replication of the panel.","items":["2026-09-11-brightedge-reddit-s-chatgpt-education-citations-hit-zero","2026-09-03-brightedge-renames-autopilot-to-site-agent-adds-two-more-automation","2026-08-31-chatgpt-google-ai-overviews-split-on-health-authority-sources","2026-08-27-brightedge-reddit-citations-skew-to-brand-aware-ai-shoppers","2026-08-26-brightedge-launches-agent-edge-to-make-sites-ai-agent-ready","2026-08-24-ai-overviews-finance-expansion-flipped-who-wins-ticker-queries","2026-08-20-google-and-chatgpt-cite-different-slices-of-the-same-youtube-video","2026-08-16-brightedge-reddit-s-ai-citation-surge-has-plateaued-at-a-higher","2026-08-16-study-finds-chatgpt-and-ai-overviews-cite-different-parts-of-social"],"url":"https://anythingengineoptimization.com/entity/brightedge/"}
{"slug":"profound","name":"Profound","blurb":"AI-visibility platform — citation tracking, decay, persona testing, agents — and the vendor shipping measurement features fastest on this record.","sameAs":["https://www.tryprofound.com/"],"record":"Nine items, and Profound appears in two roles: the vendor shipping measurement features faster than anyone on this record, and the source of studies with stated methods and large samples. The features: Citation Decay (August 13), tracking week-over-week counts for every cited URL; a YouTube citation breakdown by channel and video (August 19); Adobe Experience Manager nodes for its agents; and a Context Manager for its AI Marketer. The studies: commercial intent in ChatGPT conversations rose from 13.9% to 19.2% in a year across 7.5 million U.S. conversations; inaccuracy rates of 4.3–6.8% across engines in more than 158,000 brand claims, with Claude more than 1.3 times as likely as ChatGPT to produce an inaccurate one; Claude and Claude Code behave as distinct engines, searching the web in over 93% versus 13% of responses; feed-integrated retrieval reached roughly 65% of ChatGPT Shopping recommendations; and across 71,147 persona-varied responses only about one in four brand picks matched across income, age and gender. Every figure is vendor-published; the record carries no outside replication.","items":["2026-09-16-profound-raises-180m-to-build-an-ai-marketing-platform","2026-09-10-profound-answer-engines-tailor-brand-picks-to-demographics","2026-09-03-chatgpt-shopping-mode-feed-retrieval-overtakes-web-search","2026-09-01-profound-launches-context-manager-for-its-ai-marketer","2026-08-28-profound-agents-adds-adobe-experience-manager-integration","2026-08-24-claude-and-claude-code-behave-as-distinct-answer-engines","2026-08-19-claude-answers-are-less-accurate-than-chatgpt-s-study-finds","2026-08-19-profound-splits-youtube-citations-by-channel-and-video","2026-08-18-chatgpt-commercial-conversations-nearly-double-in-a-year","2026-08-16-profound-adds-citation-lifespan-tracking"],"url":"https://anythingengineoptimization.com/entity/profound/"}
{"slug":"similarweb","name":"Similarweb","blurb":"Traffic-intelligence vendor whose panels produce the beat's most-quoted scale figures — AI Overviews on 43% of searches, ChatGPT's 494 million users.","sameAs":["https://www.similarweb.com/","https://en.wikipedia.org/wiki/Similarweb","https://www.wikidata.org/wiki/Q17538813"],"record":"Similarweb's panels supply the beat's most-quoted scale figures. Its analysis put AI Overviews on 43% of Google searches in July 2026, up from 15% a year earlier, and counted AI Mode visits rising from 126 million in June 2025 to 279 million in May 2026; a separate report found 95% of ChatGPT's 494 million users also used Google in the same March-to-May window. Its Top 100 Media index underlies the finding that publishers spent an estimated $113 million on Google paid search in July 2026, up 274% over three years, with Forbes at $72.2 million as its organic traffic fell 26.7%. On the product side Similarweb added AI Ads to its Ad Intelligence product on August 13 — creatives and landing pages running inside ChatGPT, AI Mode and AI Overviews — and is building an agentic-commerce measurement product with NIQ. Methodology detail — panel size, geography, sampling — is thin on this record.","items":["2026-09-10-publishers-spent-113m-on-paid-search-as-ai-erodes-traffic","2026-09-03-niq-and-similarweb-launch-ai-shopping-measurement-tool","2026-08-27-what-google-s-ai-overviews-opt-out-does-and-two-things-it-does-not","2026-08-16-similarweb-launches-ad-tracking-for-chatgpt-and-ai-mode","2026-07-30-similarweb-95-of-chatgpt-users-also-search-on-google","2026-07-27-ai-overviews-now-appear-in-43-of-google-searches-up-from-15"],"url":"https://anythingengineoptimization.com/entity/similarweb/"}
{"slug":"peec","name":"Peec AI","blurb":"AI-visibility startup whose research — brand-name valence, OpenAI's Labrador index — and features, now including GA4 referral attribution, keep landing on the wire.","sameAs":["https://peec.ai/"],"record":"Four items. Peec AI's research found AI assistants describe brands more positively when the brand's name scores higher on a human word-valence scale, across 904 companies, and its Tomek Rudzki reported OpenAI's in-house retrieval index, internally named Labrador, with separate vertical indexes — while ChatGPT still leans on Google and Bing. On product, Peec launched AI referrals, tying ChatGPT, Claude, Gemini, Perplexity and Copilot sessions to GA4 conversions and revenue by assistant, landing page, country and device. Its tool was also the instrument behind Ten Speed's finding that product pages draw 24.1% of B2B evaluation-stage citations.","items":["2026-09-11-peec-ai-launches-ai-referrals-to-track-chatbot-conversions","2026-09-04-chatgpt-s-in-house-search-index-still-leans-on-google-bing","2026-08-11-study-ai-assistants-favor-brands-with-better-sounding-names"],"url":"https://anythingengineoptimization.com/entity/peec/"}
{"slug":"writesonic","name":"Writesonic","blurb":"AI-content and visibility vendor whose 'ghost citations' study measured how often engines use a source without naming it.","sameAs":["https://writesonic.com/","https://en.wikipedia.org/wiki/Writesonic","https://www.wikidata.org/wiki/Q120534390"],"record":"One item, and a term the beat adopted: Writesonic analysed roughly 16 million brand appearances across seven AI answer engines over 30 days and found engines frequently use a source's content without naming the brand — 'ghost citations' — at rates that vary widely by engine: Perplexity omitted the source brand in 52% of citations, Google AI Mode in 49%, ChatGPT in 37%.","items":["2026-07-29-writesonic-study-finds-ai-engines-often-skip-naming-source-brands"],"url":"https://anythingengineoptimization.com/entity/writesonic/"}
{"slug":"sparktoro","name":"SparkToro","blurb":"Audience-research company whose State of Search reports with Datos supply the record's zero-click and AI Mode usage figures.","sameAs":["https://sparktoro.com/"],"record":"One item, and a load-bearing one: Datos and SparkToro's Q2 2026 State of Search report put the share of U.S. searches that sent a click to the open web at 40% in June 2026 (40.7% in the EU/UK), a record low, and Google AI Mode at 0.13% of U.S. search-related visits, with usage described as plateaued or dipped. Those two figures anchor the record's zero-click and AI Mode adoption claims.","items":["2026-08-03-zero-click-google-searches-hit-a-record-high-ai-mode-use-stays-flat"],"url":"https://anythingengineoptimization.com/entity/sparktoro/"}
{"slug":"sistrix","name":"SISTRIX","blurb":"German SEO toolmaker whose 17-week, 1.5-million-snapshot study is the record's base rate for citation drift.","sameAs":["https://www.sistrix.com/"],"record":"One item, and the record's base rate for citation drift: SISTRIX re-sampled 82,619 prompts weekly for 17 weeks — 1,548,213 snapshots across six countries and three surfaces — and found Google replacing 56% of its cited sources every week and ChatGPT as much as 74%, with a stable core of a few domains on 86% of prompts and 89% weekly rotation outside it. AI Overviews and AI Mode cited different domains 83% of the time; only 1.4% of cited news articles stayed permanently. Vendor-published and not replicated.","items":["2026-09-01-sistrix-chatgpt-replaces-74-of-its-cited-sources-every-week"],"url":"https://anythingengineoptimization.com/entity/sistrix/"}