B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
86%
86% -- share willing to pay more for product with good reviews for consumers (2026)
86% of consumers are willing to pay more for a product with good reviews.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
86%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
CapitalOne Shopping
Primary
Tier C
https://godberrystudios.com/posts/google-reviews-playbook-2026/ ↗
Source Article
Someone two streets over picks up their phone and asks it where to eat tonight. In 2026, Google’s Ask Maps AI answers with one name — not a list, not a page of options, one place. Your Google reviews are the single biggest reason that name is yours or your competitor’s. They stopped being a vanity m…
Original Research
CapitalOne Shopping
· Original study ↗
Methodology
CapitalOne Shopping Online Review Statistics 2026
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
consumers: 86% share willing to pay more for product with good reviews. Source: CapitalOne Shopping (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/willing-to-pay-more-good-reviews-2026
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<blockquote cite="https://lighthousedata.io/data/willing-to-pay-more-good-reviews-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>86%</strong> -- share willing to pay more for product with good reviews for consumers<br><small>Source: CapitalOne Shopping (2026) · <a href="https://lighthousedata.io/data/willing-to-pay-more-good-reviews-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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