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In this brief monologue, Shanli Liu explains that while marketers focus on positive word‑of‑mouth, the majority of referrals are actually negative. Detractors spread unfavorable opinions when potential customers encounter ads, leading them to seek opinions from others and ultimately decide against purchase. This hidden negative word‑of‑mouth reduces conversion rates over time. When advertising costs (customer acquisition cost) rise faster than the market’s average cost per mille (CPM), it signals that word‑of‑mouth is working against the business, not the ads themselves.

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