tactical analysis

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Applied research on the specific markets, channels, and buyer behaviours we work with. Each piece is built around a real strategic problem instead of a keyword target, and it is written at the level of consequence rather than tactic.

Tag: AI visibility

AI Search Optimization: Will AI Search Understand What Your Business Actually Does?

AI Search Optimization: Will AI Search Understand What Your Business Actually Does?

AI search optimization starts with a visibility problem that is easy to overlook: the business may be present online, but still difficult to understand. This…

AI SEO Is Still SEO, But the Standard Is Higher

AI SEO Is Still SEO, But the Standard Is Higher

Search has always worked best when the content is genuinely useful, easy to understand, and backed by real credibility. AI SEO does not replace the…

Share of Answer KPI: The New Share of Voice in Answer-First Search

Share of Answer KPI: The New Share of Voice in Answer-First Search

The share of answer KPI is a metric many teams miss when they say, ‘rankings look fine, but leads feel slower.’ In an answer-first search,…

Visibility Percentage Reporting: How Many Runs Are Enough for AI Visibility

Visibility Percentage Reporting: How Many Runs Are Enough for AI Visibility

Visibility percentage reporting exists because one screenshot is not a measurement. AI answers can vary from run to run, even when the prompt is identical,…

AEO Playbook: How to Make Content AI Can Reliably Retrieve and Cite

AEO Playbook: How to Make Content AI Can Reliably Retrieve and Cite

AEO is no longer a nice-to-have if you rely on organic visibility to support the B2B pipeline. Search results increasingly answer questions directly, and AI-driven…

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