B
Evidence Grade B
Graded
under review
Safe to Cite
Current
33%
33% -- review update likelihood for consumers leaving negative reviews (2026)
Consumers are 33% more likely to change their review for the better if a business responds with a personalized message within a day.
- Original study publisher not named
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
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
applausehq.com
Primary
Tier C
https://www.applausehq.com/blog/how-to-respond-to-negative-reviews ↗
Source Article
How to Respond to Negative Reviews
Original Research
applausehq.com
· Original study ↗
Methodology
Cited study, original publisher not named
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
consumers leaving negative reviews: 33% review update likelihood. Source: applausehq.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalized-response-33pct-review-change
HTML Embed
<blockquote cite="https://lighthousedata.io/data/personalized-response-33pct-review-change" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>33%</strong> -- review update likelihood for consumers leaving negative reviews<br><small>Source: applausehq.com (2026) · <a href="https://lighthousedata.io/data/personalized-response-33pct-review-change" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.