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1 minuteIs Answer Engine Optimization Worth It? An Honest Look at the Data
Every week, a founder asks us some version of the same question: we are already doing SEO, so is Answer Engine Optimization actually worth paying for? It is a fair challenge. AI referral traffic is still a rounding error for most sites, the measurement tools are immature, and half the agencies selling AEO relabelled their…
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1 minute
AEO vs GEO vs SEO: What Each One Actually Optimises For
Three acronyms, one budget, and a lot of agencies pretending the distinction is bigger than it is. SEO, AEO, and GEO are not three competing disciplines. They are three layers of the same problem: getting a machine to choose your content when someone asks a question. What has changed is which machine, and what it…
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1 minute
The Perplexity Playbook: Earning Citations and Tracking What They’re Worth
Perplexity is the only major AI answer engine that shows its work on every response. Each claim carries a numbered source. Each source is a clickable link. That makes it the clearest window you have into whether AI systems treat your brand as a credible reference, and the fastest surface to fix when they do…
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1 minute
Answer Engine Optimization Challenges: Why Rankings Stopped Predicting Citations
Every marketing team we talk to has the same question: why does a page that ranks in the top three get ignored by ChatGPT? The honest answer is that ranking and citation are now two separate races, judged by different referees, scored on different sheets. Answer engine optimization sounds like a rebrand of SEO. It…
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1 minute
Ecommerce AEO Strategy: How to Get Your Products Recommended by AI
The shelf moved. For twenty years, ecommerce visibility meant winning a ranked list of ten blue links and then converting the click. Now a growing share of product discovery happens inside an answer: a shopper describes a problem, an AI system assembles a shortlist, and three or four brands get named. Everyone else is invisible,…
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Insights on AI visibility
Learn how to position your brand at the top of ChatGPT, Google AI Overviews, and Perplexity.
