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Pages tagged "measurement"

2 pages tagged with measurement. ← all tags

Share of Model — The AI-Search Competitive Dimension Share of Model measures how often AI systems (ChatGPT, Claude, Gemini, Perplexity) reference your brand vs. competitors when answering category questions. Parallel to Share of Voice at the traditional-media layer. The competitive dimension that didn't exist in 2024 but is now material: ChatGPT holds ~79% of generative AI web traffic; AI Overviews appear in 89% of brand searches; sector concentration is extreme (Apple = 54.38% mention share in consumer electronics). For non-dominant brands, specialization is the only path.
Behavioral-Profile Fingerprinting — The Ratio-Based Measurement Framework for Organic Content Volume-only metrics collapse important distinctions. Four behavioral ratios (save/like, share/like, comment/like, follower/profile-view) characterize content output by behavioral profile rather than just reach. The framework converts content measurement from view-counting into deliberate behavioral-profile design.