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Notes on AI search

Plain-language notes on AI search visibility: how ChatGPT, Claude, Perplexity and Google's AI pick which businesses to recommend, and what you can do about it.

  • September 3, 2026

    What AI Search Visibility Actually Means

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  • August 20, 2026

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What to expect

Early movement usually shows in 3–6 months, with fuller results in 6–12 months — longer against high-authority competitors. We start with easier-to-rank content and work toward competitive terms.

How it works with SEO

AI visibility is additive, not a replacement. It works best alongside strong foundational SEO, steady content publishing, an optimized Google Business Profile, and link building.

Measuring progress

AI recommendations and citations aren't reliably tracked by standard analytics. We monitor brand presence across AI results with specialized tools, using visibility trends and query presence as our guide.

Generative Engine Optimization is an emerging field. AI platforms continuously change their models, information sources and methods for generating answers. AIMadeMeBuyIt does not guarantee rankings, citations, recommendations, leads or revenue from third-party AI platforms.

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