Insights · Analysis

Field notes from the front line of AI Search and consumer behaviour.

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.

177 insights · search & filter

177 articles
  • ChatGPT Ads Expands to Seven More Asian Markets
    ChatGPT AdsOpenAI

    ChatGPT Ads Expands to Seven More Asian Markets

    OpenAI switched on ChatGPT Ads in Indonesia, Malaysia, the Philippines, Singapore, Thailand, Vietnam and Taiwan on 23 September 2026, taking the platform past 60 countries. Here is what the rollout, the plan rules and the $1bn run rate mean for your media plan.

    29 September 2026
  • OpenAI Dots: Always-On Agents Land on Business Plans
    OpenAI dotsAI agents

    OpenAI Dots: Always-On Agents Land on Business Plans

    OpenAI dots arrived on 29 September 2026: always-on agents running on GPT-6 Astra, connected to over 4,000 apps, rolling out on Pro, Business Premium and Enterprise. Here is what shipped, how proactive research and permissions work, and what marketing teams should do first.

    29 September 2026
  • Google AnalyticsAttribution

    Google Analytics Conversion Window Now Goes to 90 Days

    Google Analytics has replaced its rigid presets with configurable conversion window settings: 1 to 90 days for click-through, 1 to 30 days for engaged view. Every reported conversion number is now a choice.

    28 September 2026
  • Claude Sonnet 5.5Anthropic

    Claude Sonnet 5.5 Holds Its Price, Cuts Cost Per Task 30%

    Anthropic released Claude Sonnet 5.5 on 28 September 2026 at identical per-token pricing to Sonnet 5, yet says it runs 30%+ faster and costs up to 30% less per task because it burns far fewer tokens. The rate card did not move. The planning unit did.

    28 September 2026
  • GPT-6 AstraOpenAI

    GPT-6 Astra Halves Parallel's Research Time and Cost

    OpenAI's 22 September 2026 customer story says GPT-6 Astra ran Parallel's web research agents in half the time and at roughly half the code cost of prior models. Here is what that does to marketing research budgets.

    25 September 2026
  • Google Search Status Dashboard Logs September 2026 Spam Update
    GoogleSpam update

    Google Search Status Dashboard Logs September 2026 Spam Update

    Google logged the September 2026 spam update on the Google Search Status Dashboard at 09:15 US/Pacific on 24 September 2026. It applies globally and to all languages, with a rollout of up to two weeks. Here is what the entry actually says, and what to do while it runs.

    24 September 2026
  • Meta Just Launched Muse, A Personal AI agent
    Meta MuseAI agents

    Meta Just Launched Muse, A Personal AI agent

    Meta launched Muse, a personal AI agent that browses, negotiates and checks out with Stripe Link, on 8 September 2026. Here is what it changes for commerce and marketing teams.

    24 September 2026
  • ChatGPT Voice Can Now Use Your Email, Calendar and Slack
    ChatGPT VoiceOpenAI

    ChatGPT Voice Can Now Use Your Email, Calendar and Slack

    OpenAI's 23 September 2026 update lets ChatGPT Voice reach email, calendar and Slack, run on GPT-6 Astra, Sol and Luna, and produce docs, decks, sites and spreadsheets inside ChatGPT Work. Here is what it changes for growth, search and measurement teams.

    24 September 2026

Primary research · August 2026

How ChatGPT Shortlists Software Brands

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.

60
Questions asked
10
Software markets
2,680
Results read
367
Links shown
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