B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
56%
56% -- negative review response rate for Colorado car dealers (2026)
Colorado car dealers answer 56% of their negative reviews based on a study of 7,504 negative reviews.
- Near-census of negative reviews across Colorado dealerships
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
56%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
7,504
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
automotive.upup.one
Primary
Tier B
https://automotive.upup.one/research/ ↗
Source Article
Research: US Used-Car Dealership Data Studies | Automotive
Research · Colorado
Colorado Car Dealers Answer 56% of Their Negative Reviews. We Measured Nearly the Entire State.
The industry stereotype says dealers ignore unhappy customers. Colorado breaks it, and the most surprising part is who exactly is doing the answering. A near-census of 7,504 negative r…
Original Research
automotive.upup.one
· Original study ↗
Methodology
Near-census measurement of 7,504 negative reviews across Colorado car dealerships; no specific collection period stated beyond 2026 publication
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Colorado car dealers: 56% negative review response rate. Source: automotive.upup.one (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/colorado-dealers-negative-review-response-rate
HTML Embed
<blockquote cite="https://lighthousedata.io/data/colorado-dealers-negative-review-response-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>56%</strong> -- negative review response rate for Colorado car dealers<br><small>Source: automotive.upup.one (2026) · <a href="https://lighthousedata.io/data/colorado-dealers-negative-review-response-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Related Statistics
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.