Search Engine Marketing

How to vibe code for PPC: Building a seasonality analysis tool

You’ve probably seen the headlines: Sam Altman recently announced that GPT-5 can write complete computer programs from scratch.  That’s pretty impressive!  For PPC marketers who have been struggling with the difficulty of writing Google Ads scripts, this may signal a shift in how we approach automation. The idea that we can generate software from a […]

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GEO x local SEO: What it means for the future of discovery

The local SEO playbook that worked for years no longer delivers. Even businesses with strong rankings and steady traffic are disappearing from a critical slice of search results. Here’s what happened to one of my clients last month:  For two years, their moving company held Position 1 for “moving to Birmingham, AL.”  Traffic was steady

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Semantic Overlap Vs. Density: Finding The Balance That Wins Retrieval via @sejournal, @DuaneForrester

Machines reward overlap. Humans reward density. This article explains why balancing both is critical for content optimization in retrieval-augmented AI systems. The post Semantic Overlap Vs. Density: Finding The Balance That Wins Retrieval appeared first on Search Engine Journal.

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Meta rolls out new AI ad tools to boost holiday sales

Meta is arming advertisers with fresh AI-powered features ahead of the holiday season, aiming to help brands “sleigh” sales with creators, video, and smarter merchandising. The updates span Reels, creator partnerships, creative insights, and omnichannel ads, all designed to improve performance and product discovery. Meta says the enhancements build on its investments in AI infrastructure

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Ask An SEO: Should Small Brands Go All In On TikTok For Audience Growth? via @sejournal, @MordyOberstein

Should small brands prioritize TikTok or Google? This week’s Ask An SEO reframes the question and focuses on what actually moves the needle. The post Ask An SEO: Should Small Brands Go All In On TikTok For Audience Growth? appeared first on Search Engine Journal.

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The business risk of being invisible in answer engines

Search is shifting in ways that go beyond traditional rankings. Answer engines like Google’s AI Overviews, ChatGPT, Perplexity, and Gemini are becoming part of everyday search journeys, changing how people search and what they trust. Up to 38% of users now read AI-generated summaries, while 36% skip them for traditional results, per YouGov.  It’s still

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