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20 March 2026

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The Impact of Prompt Phrasing on AI Brand Visibility

March 20, 2026 Pieter Verschueren

1. Executive Summary This report analyses how minor variations in prompt phrasing affect brand visibility and source selection in AI-generated answers, using a set of seven semantically similar prompts about CRM software for small and medium-sized businesses in 2026. The seven prompts differ only in their choice of qualifying adjective (“top”, “best”, “leading”), product noun […]

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