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Konitzny: ChatGPT 5 Query Fan-Out & Meta Search
Key Takeaways: ChatGPT 5 also uses query fan-out and outlines it in the conversation response There are bookmarks to retrieve the initiated searches triggered for a certain prompt Kronenberg: ChatGPT might use a so called meta search that provides search grounding from different sources such as Bing or Google or other features: "OpenAI-Caches: eigene Zwischenspeicher und Crawling-Daten Filter & Re-Ranking: bevorzugt werden vertrauenswürdige Institutionen wie BBC, Reuters,
16. Sept. 20251 Min. Lesezeit


Gabe & Long: Study on ChatGPT usage
Key Takeaways: OpenAI conducted a study with the National Bureau of Economic Research of 1.5 million conversations, classified them and...
15. Sept. 20251 Min. Lesezeit


DataForSEO: Google drops ?num Parameter
Key Takeaways: Google dropped the ?num Parameter from search that enabled to view 100 results for a query at one glance: https://www.google.com/search?q=paintball&num=100 Tracking tools like DataForSEO, SISTRIX & SEMrush as well as scrapers such as from ChatGPT, Perplexity etc. relied on that parameter to initially get more than 10 results This results in increasing costs for both trackers and LLM chat bots to provide Google search based data / grounding Plus: Google Search
14. Sept. 20251 Min. Lesezeit


Konitzny: AI Brand Drift - Markenschäden durch ungenaue oder fehlerhafte KI Antworten
Key Takeaways: Da KI Assistenten vielerlei Quellen aggregieren, kann es zu ungenauen teils fehlerhaften Antworten bzgl. Produkten oder...
10. Sept. 20251 Min. Lesezeit


DEJAN: ChatGPT 5 likely not using Schema Mark-up
Key Takeaways : Dan Petrovic tested the use of Schema Structured Data mark-up on a webpage of his asking ChatGPT 5 to summarize it There was no evidence of Schema even reaching the model The answers with and without Schema were quite similar ChatGPT itself replied multiple times that the browsing tool does not provide any Schema structured data just plain text from the raw HTML Inspired by a previous experiment that found impact of Schema on former ChatGPT models -...
22. Aug. 20251 Min. Lesezeit


Metahan: Inside ChatGPT 5 Search
Key Takeaways: Metahan analyzed ChatGPT chats and found the core features and configurations of it The Reranking Model =...
19. Aug. 20251 Min. Lesezeit


Mutznik: Adobe ChatGPT Study (US)
Key Takeaways : Adobe conducted a survey of 1.000 people in the US, 800 consumers and 200 marketers regarding their usage of ChatGPT...
18. Aug. 20251 Min. Lesezeit


Landwehr (Peec AI): How to win with GEO
Key Takeaways: Sehr guter, einfacher Guide zu GEO (Generative Engine Optimization) / LLMO, der sich mit meinen eigenen Erfahrungen und Analyse-Ergebnissen deckt " LLMs cannot have first-hand experience . But users want it. LLMs are incentivized to reference sources that provide first-hand experience." "Actually, plenty of traditional SEO methods still apply , with a few new SEO tactics you can incorporate into your workflow." GEO Tactics Step 1: Be Crawlable Step 2: Continu
30. Juli 20251 Min. Lesezeit


Konitzny (Kosch): ChatGPT Query Fan-Out
Key Takeaways: Query Fan-Out auf Basis von Such-Ergebnissen ist sequentieller, sich wiederholender Prozess Es ist möglich diesen Prozess...
29. Juli 20251 Min. Lesezeit


Josh Blyskal (Profund): ChatGPT wechselt von Bing zu Google
Key Takeaways: Profound Studie: Starker Shift in den Quellen-Verweisen von ChatGPT Übereinstimmungen mit Google Suchergebnissen deutlich...
29. Juli 20251 Min. Lesezeit


Beus (SISTRIX): AI-Chatbots erfinden Quellen
Key Takeaways: AI-Chatbots erfinden bzw. halluzinieren Quellen Mehr als 1/3 der Quellen waren 4xx Seiten: Gemini 33,4% vs. ChatGPT 36,5%...
20. Juli 20251 Min. Lesezeit


Metahan: GEO tactic AI Share Buttons
Key Takeaways : You can implement AI Share Links to forward the user to a GenAI/LLM platform and run a prompt about your page Upside :...
1. Juli 20251 Min. Lesezeit
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