B Evidence Grade B Graded under review Safe to Cite Current

63%

63% -- customer switching rate due to bad service for US consumers (2026)

2026  · The New York Times

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Attribution: The New York Times View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
63%
Unit
Percentage
Data Vintage
2026
Entity
US consumers
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
The New York Times Primary Tier C
https://www.anttix.com/fast-and-friendly-service ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
Fast and Friendly Service
Original Research
The New York Times · Original study ↗

Survey cited as conducted by The New York Times; original methodology not stated in article.

Methodology documented
Industrymarketing
Plain Text
US consumers: 63% customer switching rate due to bad service. Source: The New York Times (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/complainers-switched-provider-nyt-survey
HTML Embed
<blockquote cite="https://lighthousedata.io/data/complainers-switched-provider-nyt-survey" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>63%</strong> -- customer switching rate due to bad service for US consumers<br><small>Source: The New York Times (2026) · <a href="https://lighthousedata.io/data/complainers-switched-provider-nyt-survey" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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