How SEO turns customer success into AI-readable proof

Much of the evidence AI systems rely on lives inside customer success, support, and delivery teams. Here’s how SEO can surface it.

Much of the evidence AI systems rely on lives inside customer success, support, and delivery teams. Here’s how SEO can surface it.
Not sure if your site is agent-ready? Google’s new Lighthouse report checks three things most SEOs haven’t tackled yet.
The post How To Use Lighthouse To Test Your Website For Agentic Readiness appeared first on Search Engine Journal.

More budget doesn’t always create more revenue. Identify when scaling paid search will drive incremental value versus higher costs.

The the second Google core update of 2026 was a big one, causing a lot of search ranking volatility over the rollout.
The GEO debate has become a distraction from a larger shift in how AI systems surface brands, sources, and recommendations.
Mixing button clicks and purchases in one conversion column trains the algorithm to chase the wrong users. Here’s the architectural fix.
The post How To Fix Google Ads Smart Bidding With A Primary Vs. Secondary Conversion Framework appeared first on Search Engine Journal.
Google’s John Mueller casts doubt on LLMs.txt and says he likes WebMCP, a Google-backed alternative.
The post Google Says LLMs.txt Is Purely Speculative… For Now appeared first on Search Engine Journal.
Paul McGowan makes stereos. To paraphrase his insight: The musicality isn’t a feature you add to an amplifier. It’s what’s left when you stop ruining it. To expand: Customer delight isn’t something we add to our projects. It’s what’s left if we don’t ruin it. Curiosity isn’t simply what’s left after a complete education. It’s
« Influence is the new traffic. » Rand Fishkin’s argument and MIT’s AI Labor Exposure Map landed in the same week and pointed at the same problem.
The post Why Great Content No Longer Works: MIT Research Shows The Shift Reshaping SEO Strategy appeared first on Search Engine Journal.

Advertisers and developers will soon have new tools to automate campaign management and targeting within existing DV360 workflows.