trustme.bro/r/…
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the claim
Displaying social proof significantly increases consumer conversion rates.
the verdict
SUPPORTED
the evidence backs this
refutedsupported
the weight of evidence
3 sources for · 0 against

Multiple studies demonstrate that social proof, peer reviews, and social influence play a crucial role in boosting consumer purchase intentions and driving conversion rates in digital and social commerce.

Evidence for · 3
Investigating the trust entities that influence consumers’ purchase intention in livestream e-commerce from trust transfer perspective: using analysis of SEM and fsQCA
2025 · cited by 8
Paper [2] demonstrates that trust in co-viewers and social proof elements significantly influence purchase intentions in livestream e-commerce.
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The analysis

The claim is specific, empirical, and falsifiable, satisfying Step 0. Papers [2], [5], and [11] explicitly investigate and provide empirical support for the positive effect of social proof, peer opinions, and social influence on purchase intentions and conversion metrics. No retrieved papers refute the claim.

More for · 2
CONSUMER BEHAVIOR: SHOPPING ENJOYMENT AND SOCIAL INFLUENCE ON PURCHASE INTENTION
2025 · cited by 2
Paper [5] shows that social influence has a significant positive impact on consumer purchase intentions and sales conversion.
The influence of social media on consumer behaviour: A multi-dimensional study of purchase intention, product selection, brand awareness, and buying behaviour
2025 · cited by 1
Paper [11] finds that peer reviews and social proof act as strong motivators influencing consumer purchasing behavior.
The paper trail · every fact has a biography
first checked04 Aug 2026
judged → SUPPORTED · 8104 Aug 2026
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