| Memory | Awareness, recognition, unaided recall, salience, and distinctive-asset strength. | Representative surveys, cue tests, search behavior, and repeated tracking. | Preference, purchase, profitability, or that branding caused a change. |
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| Meaning | Associations, comprehension, relevance, trust, perceived quality, and differentiation. | Structured and open-ended research with stable prompts and coded responses. | Actual behavior or willingness to accept a price difference. |
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| Choice | Consideration, preference, substitution, and stated willingness to choose. | Choice tasks, consideration sets, controlled tests, and buyer research. | Completed purchase, loyalty, or contribution after costs. |
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| Behavior | Conversion, repeat use, retention, referral, branded demand, and response to price or availability changes. | Transaction, cohort, search, customer, and experiment data joined to context. | Causation without a credible comparison or control for other changes. |
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| Financial contribution | Incremental cash flow, margin, demand resilience, risk, and defensible future contribution. | Transparent economic models with assumptions, scenarios, and sensitivity analysis. | A universal market value or an amount that can be attributed to brand alone without assumptions. |
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