B
Evidence Grade B
Graded
under review
Safe to Cite
Current
4
4 -- customer satisfaction score for Twilio (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
4
Unit
Score
Data Vintage
2026
Entity
Sample Size
381
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Score breakdown
Extraction
95
Source Trust
50
Citation Chain
20
Independence
50
Methodology
45
Freshness
94
Sources (12)
CloudTalk
Primary
Tier A
https://www.stitchdata.com/vs/ab-initio/funnel/ ↗
Source Article
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Also cited by
2026-08-18
cloudtalk.io
http://www.cloudtalk.io/avaya-vs-twilio/
2026-08-07
Stitch Data
https://www.stitchdata.com/vs/ab-initio/funnel/
2026-08-11
2026-08-11
2026-08-17
2026-08-12
2026-08-14
2026-08-06
La Growth Machine
https://lagrowthmachine.com/lemlist-review/
2026-08-11
2026-08-07
Original Research
CloudTalk
· Original study ↗
Methodology
Customer reviews on G2
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2026 (current) | 4 | |
| 2026 (current) | 5 | +4.5% |
Segmentation
Industrymarketing
Channelcommon_crawl
Cite this stat
Plain Text
Twilio: 4 customer satisfaction score. Source: CloudTalk (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/customer-satisfaction-twilio-g2-2
HTML Embed
<blockquote cite="https://lighthousedata.io/data/customer-satisfaction-twilio-g2-2" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>4</strong> -- customer satisfaction score for Twilio<br><small>Source: CloudTalk (2026) · <a href="https://lighthousedata.io/data/customer-satisfaction-twilio-g2-2" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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