7 real-world AI failures that show why adoption keeps going wrong

AI has quickly risen to the top of the corporate agenda. Despite this, 95% of businesses struggle with adoption, MIT research found. Those failures are no longer hypothetical. They are already playing out in real time, across industries, and often in public.  For companies exploring AI adoption, these examples highlight what not to do and […]

Yext’s Visibility Brief: Your guide to brand visibility in AI search by Yext

Search visibility isn’t what it used to be. Rankings still matter, but they’re no longer the whole story.  Today, discovery happens across traditional search results, local listings, brand knowledge panels, and increasingly, AI-driven experiences that surface answers without a click. For marketers, that makes visibility harder to measure — and easier to lose. SEO teams […]

SEO in 2026: What will stay the same

Around the turn of the year, search industry media fills up with reviews and predictions. Bold, disruptive ideas steal the spotlight and trigger a sense of FOMO (fear of missing out). However, sustainable online sales growth doesn’t come from chasing the next big trend. In SEO, what truly matters stays the same. FOMO is bad […]

Inside SearchGuard: How Google detects bots and what the SerpAPI lawsuit reveals

We fully decrypted Google’s SearchGuard anti-bot system, the technology at the center of its recent lawsuit against SerpAPI. After fully deobfuscating the JavaScript code, we now have an unprecedented look at how Google distinguishes human visitors from automated scrapers in real time. What happened. Google filed a lawsuit on Dec. 19 against Texas-based SerpAPI LLC, […]

GEO myths: This article may contain lies

Less than 200 years ago, scientists were ridiculed for suggesting that hand washing might save lives. In the 1840s, it was shown that hygiene reduced death rates, but the underlying explanation was missing. Without a clear mechanism, adoption stalled for decades, leading to countless preventable deaths. The joke of the past becomes the truth of […]

Google search ad clicks hit five-year high as Q4 spend rises 13% – Report

Spending on Google search ads rose 13% year over year in Q4 2025, up from 10% in Q3, based on Tinuiti’s latest benchmark report. Click growth for advertisers hit its strongest rate since early 2021, while average CPCs declined slightly for the second consecutive quarter. AI-driven results continue to expand overall query volume, including commercial […]

Amy Hebdon discusses the PPC decision that cost her a good client relationship

On episode 337 of PPC Live The Podcast, I speak to Amy Hebdon, an international paid search expert and founder of Paid Search Magic. The show focuses on the real stories behind paid media work, including mistakes, surprises, and lessons learned, rather than just tactical advice. Amy’s breadth of experience spans multiple industries and digital marketing […]

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