B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
10%
10% -- customer retention improvement for Organizations using automated follow-up (2025)
Organizations using automated follow-up experienced roughly a 10% improvement in customer retention.
- Described as 'roughly 10%'
- Characterized as a modest front-office gain relative to back-office returns
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
10%
Unit
Percentage
Data Vintage
2025
Entity
Sample Size
52
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
MIT NANDA
Primary
Tier A
https://mymindstudio.ai/blog/how-small-businesses-compete-with-big-companies-using-automation ↗
Source Article
How Small Businesses Compete With Large Companies Using Automation
Here is a number that should stop every small business owner in their tracks: according to a 2024 Salesforce report, 72% of customers now expect a response from a business within one hour of reaching out. Large companies meet that expectation with ease — they have customer service teams working in s…
Original Research
MIT NANDA
· Original study ↗
Methodology
MIT NANDA report; based on 52 surveyed organizations
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Organizations using automated follow-up: 10% customer retention improvement. Source: MIT NANDA (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/retention-improvement-automated-followup-2025
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<blockquote cite="https://lighthousedata.io/data/retention-improvement-automated-followup-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>10%</strong> -- customer retention improvement for Organizations using automated follow-up<br><small>Source: MIT NANDA (2025) · <a href="https://lighthousedata.io/data/retention-improvement-automated-followup-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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