Complex systems
Gall’s Law is appropriately simple: This is why sudden change rarely is, and why persistence and user feedback end up changing the systems that run our world. Begin. Learn. Succeed. Then add complexity.
Gall’s Law is appropriately simple: This is why sudden change rarely is, and why persistence and user feedback end up changing the systems that run our world. Begin. Learn. Succeed. Then add complexity.
OpenAI launched shopping research in ChatGPT, a tool that creates personalized buyer’s guides. Available to all logged-in users.
The post ChatGPT Adds Shopping Research For Product Discovery appeared first on Search Engine Journal.
If you’ve ever tried to build an audience, you might have experienced the painful scenario of posting a piece of…
The post How to Build an Audience From Scratch In 2026 appeared first on Copyblogger.
Seasonality adjustments during Black Friday and Cyber Monday often inflate costs and reduce ROAS. Here’s what Optmyzr’s three-year study reveals for PPC teams.
The post What Optmyzr’s Three-Year Study Reveals About Seasonality Adjustments During BFCM appeared first on Search Engine Journal.
Google’s John Mueller pushes back on building LLM-only Markdown or JSON pages for LLMs, saying clean HTML and structured data should come first.
The post Google’s Mueller Questions Need For LLM-Only Markdown Pages appeared first on Search Engine Journal.
Retailers will spend millions on Google Shopping ads for sold out products. A new Black Friday study shows how fast budgets vanish and why.

According to a new study seasonality adjustments often backfire during Black Friday, driving up costs while hurting efficiency.

Google’s new auto-linking between YouTube and Google Ads gives advertisers instant access to powerful audience data but requires oversight of permissions.

Google’s new direct video uploads for PMax simplify campaign setup but strip away key controls like analytics and long-term asset ownership.

ChatGPT’s visual upgrade pushes AI deeper into multimodal search, making brand and product images newly essential for discovery.