B
Evidence Grade B
Graded
under review
Safe to Cite
Current
33%
33% -- share of negative reviews converted to positive after prompt response for negative reviews (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
33%
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
biz.booksy.com
Primary
Tier C
https://biz.booksy.com/blog/negative-review-response-tips-examples ↗
Source Article
How to Respond to Negative Reviews: Tips, Examples, and the Professional Mindset
Original Research
biz.booksy.com
· Original study ↗
Methodology
Cited as 'research shows' without named study
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
negative reviews: 33% share of negative reviews converted to positive after prompt response. Source: biz.booksy.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/negative-reviews-converted-positive
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<blockquote cite="https://lighthousedata.io/data/negative-reviews-converted-positive" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>33%</strong> -- share of negative reviews converted to positive after prompt response for negative reviews<br><small>Source: biz.booksy.com (2026) · <a href="https://lighthousedata.io/data/negative-reviews-converted-positive" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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