B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

15%

15% -- abandonment rate for Colombia compensation funds (2025)

2025  · ZeroQ

In Colombia, compensation funds experienced a baseline customer abandonment rate of 15% prior to dropping to 3% via integrated predictive service kiosks.

  • The 15% figure represents the starting abandonment rate before dropping to 3%.
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Attribution: ZeroQ View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
15%
Unit
Percentage
Data Vintage
2025
Entity
Colombia compensation funds
Geography
CO
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
ZeroQ Primary Tier C
https://en.radartecnologico.com/predictive-ai-set-to-revolutionize-customer-experience-in-2026/ ↗
Confidence: 23/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Predictive AI set to revolutionize customer experience in 2026 - Radar Tecnológico English
Predictive AI set to revolutionize customer experience in 2026 Are we ready for artificial intelligence to assist us before we even ask for help? How will our interactions with businesses evolve by 2026? Customer service is undergoing a profound transformation that will impact millions of users acro…
Original Research
ZeroQ · Original study ↗

Vendor-reported results in Colombia

Methodology documented
Industryecommerce RegionCO RoleAll marketers
Plain Text
Colombia compensation funds: 15% abandonment rate. Source: ZeroQ (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/colombia-compensation-funds-abandonment
HTML Embed
<blockquote cite="https://lighthousedata.io/data/colombia-compensation-funds-abandonment" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15%</strong> -- abandonment rate for Colombia compensation funds<br><small>Source: ZeroQ (2025) · <a href="https://lighthousedata.io/data/colombia-compensation-funds-abandonment" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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