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Field notes

What we learn grading sites all day

Plain-English notes on AI visibility, SEO, and getting found, from the team that scores it for a living.

SEO4 min read

Do Google Reviews Help Local SEO?

Reviews help local SEO, but only as one part of Google's ranking system, not a standalone shortcut. Here's exactly where they fit and what actually moves the needle.

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Audits5 min read

What Is an Independent Marketing Audit?

An independent marketing audit assesses your marketing by someone with no stake in the result and nothing to sell you as the fix. When the grader also wants the rebuild contract, the grade is a pitch. When they do not, it is just the truth.

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AI & SEO6 min read

What Is AI Visibility? A Plain-English Definition

AI visibility is how easily AI assistants can find, understand, and recommend your business when someone asks for one. It is the AI-era version of ranking on page one, except the assistant usually names just one to three companies.

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