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Use cases

SEO and AEO use cases

Evidence-led SEO and AEO workflows. Technical foundations and useful content matter; no page promises rankings, citations, or AI-answer inclusion.

Clear technical evidence and useful content can support better decisions; they do not guarantee rankings, citations, or inclusion in AI answers.

SEO

Questions and answers

When is Technical SEO a good fit?

You need to work out which technical faults on a site are real, which are noise, and which of them to fix first.

What are the boundaries of AI Visibility & AEO?

Assistant answers vary between runs and are not reproducible the way a SERP position is, so treat any single result as one sample.

What is the next step after reviewing SEO Workflows with AI?

Evidence-led SEO and AEO workflows. Technical foundations and useful content matter; no page promises rankings, citations, or AI-answer inclusion.

Continue with a bounded audit

Clear technical evidence and useful content can support better decisions; they do not guarantee rankings, citations, or inclusion in AI answers.

Continue with a bounded audit