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AI Workflow Builder: OpenAI vs. Google vs. n8n
Key Takeaways: After n8n, Zapier & others now OpenAI launched its own workflow builder to build AI workflows for OpenAI Models: OpenAI Agent Builder Agent Builder enables users to create multi-Agent environments with tools , guardrails , vector storages , IF-ELSE-flow logics and more in a no-code UI Contrary, Google offers a Python library to create multi-Agent environments: Google SDK LangChain comments: "Not another workflow builder" Visual workflow builders are not “low”
7. Okt. 20251 Min. Lesezeit


Perplexity launches Comet with seamless Expedia integration
Key Takeaways: "AI-powered agentic web browser that acts like your personal travel assistant. Expedia is one of Comet’s launch partners,...
2. Okt. 20251 Min. Lesezeit


Lohwasser: ChatGPT & Azure's ältere Modelle verschlechtert
Key Takeaways: Lohwasser's Monitoring zeigt, dass ChatGPT & Azure ihre älteren 4o-Modelle schlechter/dümmer gemacht haben (auch gepinnte...
30. Sept. 20251 Min. Lesezeit


ChatGPT launches Instant Checkout & Agentic Commerce Protocol after Google's AP2 integration
Key Takeaways: Based on Stripe users will be able to do the checkout in ChatGPT thus being able to use it an AI Agent to buy products "This marks the next step in agentic commerce, where ChatGPT doesn’t just help you find what to buy, it also helps you buy it. For shoppers, it’s seamless: go from chat to checkout in just a few taps. For sellers, it’s a new way to reach hundreds of millions of people while keeping full control of their payments, systems, and customer relations
29. Sept. 20252 Min. Lesezeit


Peham/Ray: Chat GPT cites less, Reddit + Wikipedia
Key Takeaways: Peham (OtterlyAI) reports that ChatGPT cites less sources the shares of Reddit and Wikipedia decline Potential reasons: OpenAI tries to save money doing less search grounding for guests / logged-out users (tests from Claneo supporting it) A potential clean-up as both Reddit and Wikipedia were "overcited" Ray: Google dropping the num=100 parameter led to search tools getting less results for grounding (one search only gets 10 results) - consequently Reddit an
29. Sept. 20251 Min. Lesezeit


Savy: Reddit traffic now marked as direct
Key Takeaways: Since end of June Reddit seems to not run under referral in Analytics, but flagged as source Direct / None Savy proposes...
19. Sept. 20251 Min. Lesezeit


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


Wargnier: Anthropic drops Claude for Chrome
Key Takeaways : Anthropic about to release Claude Chrome Extension to interact with websites directly in the browser first test batch of...
30. Aug. 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


DEJAN: Chrome’s Chunking & Embeddings Engine
Dan Petrovic analyzed Google Chrome and found the exact chunking mechanism and embedding logic used, now being able to to browse,...
21. Aug. 20252 Min. Lesezeit


Konitzny (Kosch): Grok uses Query Fan-Out and Brave Search
Key Takeaways : Grok also does a Query Fan-Out - rewriting a prompt into searches Grok uses Brave Search instead of Google or Bing Source...
21. 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


Metahan: Perplexity Ranking Patterns in Response JSON
Key Takeaways: Metahan analyzed the JSON Responses of Perplexity and identified Ranking Patterns " Success requires not just keyword...
4. Aug. 20252 Min. Lesezeit


Cloudflare: Perplexity is using stealth, undeclared crawlers to evade website no-crawl directives
Key Takeaways: Perplexity recrawls websites with stealth, undeclared crawlers when initially blocked from crawling ( impersonating Google...
3. Aug. 20251 Min. Lesezeit


Tableau: LangChain Integration & Tableau Pulse
Key Takeaways: LangChain Library can be used to integrate with Tableau APIs (vs. Tableau MCP) Critical: Data has to be clean and output...
31. Juli 20252 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
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