---
title: "📣 ChatGPT search volume has reached one-fifth of Google's, yet your brand keyword real estate has quietly shifted｜AI Marketing Daily"
description: "Without any announcement, Google has moved AI Overviews for quite a few brand keywords out of the main results area and into the right-hand column on desktop, the spot where the knowledge panel used to sit, so your brand term SERP layout may already have looked different as of yesterday. Today Muyan wants to talk with you about the real impact of this, plus the Performance Max asset revamp that can finally be saved directly as an A/B test, and Microsoft Clarity's new \"agent analytics.\" As for that search volume figure OpenAI stated itself, I'll tell you in a moment how you should read it."
canonical_url: "https://blog.markkulab.net/en/ai-marketing/ai-marketing-2026-11-04"
author: "Mark Ku"
author_url: "https://blog.markkulab.net/en/author/mark-ku"
site: "Mark Ku's Tech Notes"
date_published: "2026-11-04T02:00:00.000Z"
category: "AI Marketing Daily"
tags: ["ai-marketing", "podcast", "AI 行銷", "AI行銷", "ChatGPT", "AIOverviews", "PerformanceMax", "MicrosoftClarity", "Ahrefs", "GEO", "GoogleAds"]
language: "en"
license: "CC BY 4.0"
license_url: "https://creativecommons.org/licenses/by/4.0/"
attribution: "when reusing or quoting, credit the author and link back to the original"
---

# 📣 ChatGPT search volume has reached one-fifth of Google's, yet your brand keyword real estate has quietly shifted｜AI Marketing Daily

## Opening

Google quietly moved AI Overviews for a number of brand keywords out of the main results column and into the right-hand rail on desktop, the spot the Knowledge Panel usually occupies. No announcement. Your brand term SERP layout may already have changed as of yesterday. Today I want to walk through what that actually means, plus the Performance Max asset update that finally lets you save changes directly as an A/B test, and Microsoft Clarity's new "agentic analytics." As for that search volume figure OpenAI said out loud, I'll tell you how to read it in a moment.

## Today's AI Marketing Highlights

### 1. AI Overviews for brand terms moved to the right rail, taking the Knowledge Panel's seat

- **What happened**: According to PPC Land's November 3 report, Google, without any announcement, moved AI Overviews (the AI-generated summary at the top of search results) for many brand keywords out of the main results column and into the desktop right-hand rail, where the Knowledge Panel used to sit. Examples named in the report include Apple, Zillow, and Coca-Cola. There's currently no official word from Google on scope or rollout timing.
- **Marketer's take**: Brand terms typically carry the highest CTR and sit closest to conversion. When the layout shifts, the click path can shift with it, and unannounced changes like this usually roll out in waves, so different accounts may not see the same thing.
- **What you can do now**: Today, search your own brand terms and your main competitors' brand terms in a desktop incognito window, screenshot everything, and pull brand term clicks and impressions in Search Console with a marker on November 3 so you have a baseline to compare against later.
- **Source**: PPC Land (<https://ppc.land/google-moves-ai-overviews-for-brand-searches-out-of-the-main-results/>)

### 2. Performance Max asset group updates can now be saved directly as an A/B test

- **What happened**: PPC News Feed reported on November 3 that Google Ads has added a "Save and test asset group changes" panel to the asset editing interface in Performance Max, the campaign type that automatically serves across placements. Advertisers can save asset edits directly as an A/B test, set traffic split and test duration, and have the winning version applied automatically.
- **Marketer's take**: Previously, validating a PMax asset change meant spinning up a separate experiment and rebuilding the whole setup, a barrier high enough that most small and mid-sized advertisers just swapped creatives on gut feel. Being able to launch a test inside the asset group with one click drops the cost of validating generative assets to near zero. That said, how you set test duration and traffic split still directly determines whether your conclusions are trustworthy.
- **What you can do now**: Pick a mid-budget, mediocre-performing asset group as your guinea pig, change exactly one variable (the main visual or the headline, for example), leave everything else alone, and wait out a full conversion cycle before reading results.
- **Source**: PPC News Feed (<https://ppcnewsfeed.com/ppc-news/2026-11/pmax-lets-you-save-asset-group-edits-as/>)

### 3. Microsoft Clarity launches "agentic analytics," showing what AI agents do on your site

- **What happened**: Search Engine Roundtable reported on November 4 that Microsoft's web analytics tool Clarity has added two features, Agentic Analytics and Ask Clarity, and expanded the scope of Brand Agents. The new dashboard shows which AI agents visited your site and whether they completed tasks like checkout. Microsoft says AI agents "nearly doubled in three weeks, approaching 2 million." That's a vendor-stated figure, not independently verified.
- **Marketer's take**: The number itself isn't the point. The point is that "will an AI agent get stuck in your checkout flow" is now observable for the first time. Login walls, CAPTCHAs, and dynamically loaded buttons used to only block humans. Now they block agents too.
- **What you can do now**: First check with engineering whether your existing analytics stack can distinguish agent traffic, then walk the add-to-cart-through-checkout path yourself the dumbest way possible and note which steps require a human to get through.
- **Source**: Search Engine Roundtable (<https://www.seroundtable.com/microsoft-clarity-gains-agentic-analytics-and-ask-clarity-42449.html>)

### 4. OpenAI says it directly: ChatGPT's search-like query volume is roughly one-fifth of Google's

- **What happened**: Search Engine Roundtable reported on November 4 that OpenAI's Adam Fry, in an interview with Alex Kantrowitz, said ChatGPT's "search-like queries" run at roughly one-fifth of Google's query volume, and mentioned weekly active users grew from 1 billion to 1.2 billion over the past two months. These are all vendor-stated figures. The industry has extrapolated from them that the scale now exceeds Bing, but none of it is independently verified.
- **Marketer's take**: OpenAI hasn't published a methodology for how "search-like queries" are defined or counted, so don't treat the number as settled. But even heavily discounted, AI search volume no longer looks like a footnote you tuck onto the last page of a report. What this affects is where GEO budget and headcount rank in next year's priority list, not whether you cut SEO today.
- **What you can do now**: Take your 5 to 10 core purchase-intent terms, run each through both ChatGPT and Google, and record who gets mentioned and which sources get cited. That becomes your baseline for monthly tracking.
- **Source**: Search Engine Roundtable (<https://www.seroundtable.com/chatgpt-20-percent-google-42451.html>)

### 5. Ahrefs tested 260 million prompts: Reddit threads show the strongest correlation with AI visibility

- **What happened**: Ahrefs published a study on November 3 analyzing 10,000 brands and 260 million non-branded prompts. According to Ahrefs, brand mentions on Reddit correlate with AI visibility at roughly 0.75, the highest of any category. News coverage came in at 0.67, actually below general web mentions at 0.70. The study also found that brands with 10x more Reddit mentions get roughly 5.5x more AI mentions.
- **Marketer's take**: This is correlation, not causation. It's equally possible that brands already being widely discussed are also the ones models tend to mention, so don't read it as "spam Reddit and you'll show up in AI." But it does loosen one old assumption: putting the entire PR budget behind a handful of major outlets may not be the most efficient way to lift AI visibility, and the value of casting a wider net across vertical sites and community discussions is worth re-estimating.
- **What you can do now**: Start by searching your brand name on Reddit and Chinese-language forums to see where you stand, whether the sentiment is positive, negative, or nonexistent, then decide whether to add content, add customer service responses, or deal with existing negative mentions first. One reminder: any community activity needs to follow platform rules and disclose your affiliation.
- **Source**: Ahrefs (<https://ahrefs.com/blog/mention-types-ai-visibility/>)

## Closing

The one thing worth remembering today: platforms are announcing fewer and fewer changes, and a shift as significant as the brand term SERP layout may be something you only catch because you took a screenshot. The metrics worth watching this coming week are simple: whether brand term CTR and impressions show a break, and whether that PMax A/B test produces a conclusion you'd actually be willing to present in a meeting. This is Muyan. See you tomorrow.

---

## About this article and its author

Originally published on [Mark Ku's Tech Notes](https://blog.markkulab.net/en/ai-marketing/ai-marketing-2026-11-04)

License: [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — when reusing or quoting, credit the author and link back to the original

### About the author

**[Mark Ku](https://blog.markkulab.net/en/author/mark-ku)** — Software engineer

- 10+ years as a software engineer
- Built North-American e-commerce and AI SaaS subscription billing

### Free tools built by the author

All of these are free to use:

- [Free PDF Sign Tool](https://blog.markkulab.net/en/tools/pdf-sign): Online PDF sign tool — draw, type, or upload a signature, then drag, resize, and download. Everything runs in your browser; nothing is uploaded.
- [VS Code Refactory](https://blog.markkulab.net/en/tools/refactory): Refactory is a VS Code refactoring extension: 34 actions plus a 37-rule code-smell inspection layer with a Code Health dashboard, across 18 languages, backed by 534 tests. It learns your repo's conventions: where interfaces live, where DI is registered, whether 'use client' belongs. It ranks files by git churn × complexity so you know what to fix first, and hands any smell to the Claude Code already on your machine. Free to use, and your source never leaves your computer.
- [DB-Kit Database Manager](https://blog.markkulab.net/en/tools/db-kit): DB-Kit is a lightweight, cross-platform database manager built with Tauri + Rust + React. Manage MySQL, MariaDB, PostgreSQL, SQL Server, Oracle, SQLite, MongoDB, Redis, Kafka, Elasticsearch and RabbitMQ from one consistent interface: passwords encrypted in the OS keychain, SSH tunnels, full CRUD, a visual query builder, stacked multi-statement result sets, cross-connection data transfer, schema & data compare with sync SQL and schema snapshots, Excel / CSV import & export, visualized execution plans, ER diagrams, scheduled backups, SQL stress testing with p50–p99 latency percentiles, a 15-rule SQL review engine, Review & Run (AI review plus per-statement backups and an auto-generated rollback script), Kafka message browsing with monitoring & alerts, an SSH terminal with SFTP / FTP, Docker / Kubernetes, remote desktop (RDP / VNC / RustDesk), file / folder compare, stored procedure integration tests, six UI languages, a built-in AI assistant (a local CLI or any Anthropic / OpenAI-compatible API; natural-language SQL, AI review and tuning advice) and the dbk CLI. Free and open source (MIT), with installers for Windows, macOS and Linux.
- [VS Code Super Mermaid](https://blog.markkulab.net/en/tools/super-mermaid): Super Mermaid is a VS Code extension for beautiful Mermaid diagrams out of the box: auto-colored live preview, mouse pan & zoom, high-res PNG / SVG export, 21 templates and multiple themes. Free and open source (MIT).
- [React Super Mermaid](https://blog.markkulab.net/en/tools/react-super-mermaid): react-super-mermaid is an open-source React component library: render beautiful Mermaid diagrams with a single <MermaidViewer>, with built-in colorful / sketch themes, pan & zoom, in-diagram search, and high-res SVG / PNG export. Lightweight, SSR-safe, fully typed. Free and open source (MIT).
- [Jira / Confluence Super Mermaid](https://blog.markkulab.net/en/tools/jira-super-mermaid): An Atlassian Forge app: write Mermaid syntax directly inside a Jira issue or a Confluence page and get flowcharts, sequence diagrams, state machines and Gantt charts. 11 diagram types, SVG / PNG export, light and dark themes, full CJK support. Runs on Atlassian: your diagrams live in your own site and the app calls no third-party service. Free, coming soon to the Atlassian Marketplace.
- [Mermaid Live Preview](https://blog.markkulab.net/en/tools/mermaid-preview): Write Mermaid in your browser, see it render instantly, and share the whole diagram as a single link. No sign-up, nothing uploaded to a server, and mermaid.live share links work as-is.
- [React Intl Phone Number](https://blog.markkulab.net/en/tools/react-intl-phone-number): react-intl-phone-number is an open-source React component: framework-agnostic and antd-free, with E.164 in/out, a searchable flag / country-code dropdown, configurable validation levels (strict / mobile-strict / loose), themeable CSS, and i18n — phone logic powered by google-libphonenumber. Lightweight and fully typed. Free and open source (MIT).
- [Uptime Kuma Cluster](https://blog.markkulab.net/en/tools/uptime-kuma-cluster): Turn single-node Uptime Kuma into a highly available cluster: OpenResty + Lua smart load balancing, shared MariaDB state, health checks and automatic failover, plus cluster-management REST APIs. One Docker Compose command to start. Free and open source (MIT).
- [AI Podcast Cut](https://blog.markkulab.net/en/tools/ai-podcast-cut): Drop in a recording and it removes fillers and stutters, levels loudness segment by segment, and sends a second agent to review every cut. Cut points snap to word boundaries and zero crossings, every splice gets a fade, and sentence-end breaths are preserved. Desktop app for Windows, macOS and Linux. MIT licensed; the Windows installer bundles ffmpeg.
- [AI Video Cut](https://blog.markkulab.net/en/tools/ai-video-cut): Pick something in your video: type it (face, license plate, phone screen, logo), click points or drag a box, or let Claude Code / Codex pick it. AI Video Cut tracks it frame by frame, then mosaics or blurs it, recolors it, pins stickers and text to it, swaps a screen or poster for your own image or video, or removes it using background that other frames actually captured. Plus sequence editing, local captions and an AI assistant. Free, open-source (MIT) Windows desktop app (macOS / Linux experimental) that runs locally, nothing uploaded.
- [open-pos restaurant POS](https://blog.markkulab.net/en/tools/open-pos): One computer and one receipt printer is enough to open the shop. Your data lives on your own disk, no subscription, no lock-in, MIT licensed. Money is integer New Taiwan dollars with tax split by the statutory formula, so sales + tax always equals the total. Printing goes straight over ESC/POS on TCP 9100, with no vendor driver. Tauri + Rust + SQLite desktop app, v1.0 in development.
- [.NET e-commerce API template](https://blog.markkulab.net/en/tools/dotnet-ecommerce-api): An e-commerce backend API template built on .NET 10: Controller → Service → Repository layering, Autofac convention-based registration, SqlSugar for MySQL / MariaDB and SQL Server, Redis cache and message queue, Hangfire jobs, JWT auth, and an extensible payment provider module (ECPay, Newebpay). Apache 2.0.
- [Open Token Monitor team AI usage](https://blog.markkulab.net/en/tools/open-token-monitor): Collect token usage and equivalent cost from every employee's AI coding tools into a hub you host yourself: PostgreSQL, org roster, dashboards compared by company and department, and a reports API. Electron and Rust/Tauri clients upload every 30 minutes. MIT licensed, one Docker command.
- [ai-security-monitor defensive security](https://blog.markkulab.net/en/tools/ai-security-monitor): Your website is live. Who checks its certificates, security settings and known vulnerabilities? A self-hosted Security Hub brings website scans and host monitoring together, deduplicates findings and compares scans after fixes.

### Daily podcasts

- [Mark's Tech Insights — Daily AI News](https://blog.markkulab.net/en/category/tech-news): Daily curated AI and tech trends. Catch the latest developments via audio summaries — covering AI applications, software architecture, DevOps, and engineering practice. — RSS: https://blog.markkulab.net/feed.xml
- [AI股市蝦聊](https://blog.markkulab.net/en/category/ai-stock-chat): Every trading day, an AI-analyzed take on the Taiwan stock market, delivered as a two-host conversation covering the session and the next-day outlook. — RSS: https://blog.markkulab.net/ai-stock-chat/feed.xml
- [開源好物日報](https://blog.markkulab.net/en/category/open-source-weekly): A daily two-host pick of free open-source tools surfaced from real Hacker News, GitHub, and Reddit buzz — what pain they solve and the fastest way to get started. — RSS: https://blog.markkulab.net/open-source-weekly/feed.xml
- [AI 運動日報](https://blog.markkulab.net/en/category/sports-weekly): Two hosts talk NBA, MLB and world sport every day — scores, records and the stories behind them, from a Taiwanese fan perspective. — RSS: https://blog.markkulab.net/sports-weekly/feed.xml
- [AI 國際新聞快報](https://blog.markkulab.net/en/category/world-news): A daily two-host briefing that makes sense of the past 24 hours in world news — geopolitics, the global economy, conflict and security, disasters and climate — from a Taiwanese perspective, neutral and fully sourced. — RSS: https://blog.markkulab.net/world-news/feed.xml
- [地端 AI 實驗室](https://blog.markkulab.net/en/category/local-ai-lab): Every day, a two-host look at open-weight models and LoRAs you can actually run on your own machine: what they are for, whether your GPU can handle them, and how they compare — sourced from official model cards. — RSS: https://blog.markkulab.net/local-ai-lab/feed.xml
- [AI 行銷日報](https://blog.markkulab.net/en/category/ai-marketing): Every day, two hosts break down the latest in AI for marketing, advertising, SEO/GEO and content marketing: practical, never sponsored, every story sourced. — RSS: https://blog.markkulab.net/ai-marketing/feed.xml
- [AI 資安日報](https://blog.markkulab.net/en/category/ai-security): Every day, two hosts cover the latest where AI meets cybersecurity: LLM and AI agent vulnerabilities, prompt injection, model supply-chain risks and AI-powered attacks, from a defense-first angle with every story sourced. — RSS: https://blog.markkulab.net/ai-security/feed.xml

### Newsletter

[Subscribe to the newsletter](https://blog.markkulab.net/en/subscribe) — Be the first to know about new posts. No spam, unsubscribe anytime.
