Article 6 min read
Build an SEO Calculator with AI and Verify Every Formula
Build an SEO calculator with AI help, then verify it works: write the specification first, check the math by hand and show every assumption.
A closer look
Practical AI SEO tutorials, workflows, and experiments from SEOVision.
Article 6 min read
Build an SEO calculator with AI help, then verify it works: write the specification first, check the math by hand and show every assumption.
Article 6 min read
SEO prompt testing turns a prompt that worked once into a reliable workflow, using acceptance rules, a varied test set and scores you can check.
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Build an AI marketing knowledge base with owned facts, source dates and update triggers so retrieved answers remain traceable and current.
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Set scoped permissions for an AI agent connected to your CMS, with draft-only actions, reviewable changes and a recovery plan before publication access.
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Use AI to explain Search Console exports while preserving missing-query limits, compatible filters and the difference between observed data and hypotheses.
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Generate internal link suggestions with AI from a verified URL inventory, then check relevance, anchors and destinations before adding links.
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Turn AI SEO audit findings into developer tickets with reproducible evidence, expected behavior and acceptance checks that prevent vague fixes.
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Draft AI meta descriptions from a page evidence sheet, reject unsupported promises, check the live HTML and measure the change without false wins.
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Build a first SEO agent around a narrow read-only task, with verified inputs, explicit limits and an output a reviewer can check.
Experiment 5 min read
Review three AI internal linking workflows, check anchors and destination URLs, and measure suggestion quality before adding links at scale.
Experiment 5 min read
AI SEO audits can save review time and still produce false findings. Learn how to verify evidence, prioritize real issues and test audit accuracy.
Learning Path 90 min read
Learn to prepare query data, use AI to suggest intent groups, review clusters, and build a practical content map with five text lessons.