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Tool Reviews

Hands-on testing and honest ratings of the latest AI tools for Amazon sellers.

72 articles

Overhead view of a person analyzing financial documents using a calculator for investment planning.
Tool Reviews

How to Calculate Share of Voice (+ Why it Matters for SEO)

Your analytics dashboard tracks clicks, but it doesn’t convey the complete picture. When a buyer reads an AI answer that mentions your competitor, or scrolls through a Reddit thread where your brand doesn’t appear, that’s lost visibility. And it won’t show up anywhere in your traffic data. Share of voice (SoV) captures what traffic metrics … The post How to Calculate Share of Voice (+ Why it Matters for SEO) appeared first on Backlinko.
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Tool Reviews

PR and SEO: How to Build More Authority Together (5 Steps)

PR and SEO used to be separate disciplines. Now you can’t afford to keep them siloed. Google and LLMs both rely on third-party signals — backlinks, brand mentions, expert commentary, and coverage in trusted publications — to decide which brands deserve visibility. PR and SEO both generate those signals, but most teams still operate independently. … The post PR and SEO: How to Build More Authority Together (5 Steps) appeared first on Backlinko.
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Tool Reviews

Query Fan-Out: What It Is and How It Affects AI Visibility

Your content can rank on the first page of Google and still never be cited or mentioned by LLMs. This makes sense once you understand query fan-out, a background process AI systems use to build answers. When someone asks ChatGPT or Perplexity a question, it doesn’t default to the best-ranking page. Instead, it runs related … The post Query Fan-Out: What It Is and How It Affects AI Visibility appeared first on Backlinko.