Category: Measurement

How to Optimize for AI Searches - Measure, Benchmark, and Iterate (Part 6 of 7)
Mia Lefferdink

How to Optimize for AI Searches - Measure, Benchmark, and Iterate (Part 6 of 7)

Optimizing for AI search without measurement is like running SEO without checking rankings. Here's how to track which queries we appear in, which competitors outrank we, and what actually moves the needle.

How to Rank in ChatGPT - Measure, Iterate, and Improve Brand Visibility in AI (Part 5 of 5)
Mia Lefferdink

How to Rank in ChatGPT - Measure, Iterate, and Improve Brand Visibility in AI (Part 5 of 5)

You can't improve brand visibility in AI without measuring it. Here's how to track ChatGPT ranking specifically, compare against Gemini, Claude, Grok, and Perplexity, and iterate on what actually moves.

Content Benchmarking Beyond Google - Citation Rate Across AI Engines (Part 4 of 5)
Mia Lefferdink

Content Benchmarking Beyond Google - Citation Rate Across AI Engines (Part 4 of 5)

Google rank was the single dashboard for a decade. In 2026, brand visibility spans five AI engines with different citation mechanics, and the operations that measure all five are the ones making correct content decisions. Part 4 of our content marketing strategy series covers the cross-engine benchmarking discipline.

Daily Benchmarks and Fast Iteration for AI Marketing (Part 3 of 6)
Mia Lefferdink

Daily Benchmarks and Fast Iteration for AI Marketing (Part 3 of 6)

AI engines change weekly. Your AI marketing strategy needs to move at the same speed. Here's the daily/weekly/monthly rhythm for benchmarks and iteration that actually produces movement.