Insights · Analysis
Analysis of how ChatGPT, Claude, Gemini, Perplexity, Copilot, Grok, DeepSeek, Meta AI, Google AI Overviews, and AI Mode are rewriting discovery, and what to do about it.
141 insights · search & filter
OpenAI put the Agents API into public beta on 10 September 2026 with no orchestration fee. The hard part of running agents just became free, and the web is about to be read by far more software that does not behave like a person.
OpenAI launched ChatGPT for Financial Services on 10 September 2026, bundling GPT-6 Astra with licensed data from LSEG, PitchBook, Daloopa and Crunchbase. The template for every data-heavy vertical is now public.
OpenAI shipped GPT-Live-1 in the API on 10 September 2026 at $0.05 a minute, with full-duplex speech and telephony support. Voice just became economic, and it is the least measurable surface in AI search.
OpenAI's Data agent connects ChatGPT Work to Snowflake, BigQuery, Databricks and your BI dashboards, and answers business questions in plain English. Wrong numbers are about to get fast and plentiful.
Anthropic's September 2026 threat intelligence report covers nine months and seven harm areas. One case has AI agents rebuilding malware in a loop until detection stops, which breaks a core assumption of signature-based defence.
OpenAI confirmed over a billion ChatGPT users inside an engineering post about storage, not a keynote. That makes it unusually credible, and it still does not tell you the size of the channel.
75.5% of every AI model ever announced is already dead, and the median model on sale today is 60 days old. What 261 releases mean for anyone buying one.
ChatGPT's share of assistant traffic fell from 76.4% to 52.7% in eleven months. Claude grew 5.8-fold. What the numbers mean if you are choosing between them.
68.0% of US Google searches now end without a click. AI Overviews cut click-through by 46.7%, and only 1% of people click a source inside the summary.
Primary research · August 2026
An audit across 10 categories and 60 buying questions. I recorded what ChatGPT reads, throws away and links to when a buyer asks it which software to buy, and what that decides.
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