C
Evidence Grade C
Graded
under review
Use with Hedging
Current
25%
25% -- customer satisfaction increase for companies using agile methods (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
C
Moderate quality evidence
Useful directional data with some methodological gaps. Treat as indicative rather than definitive -- corroborate before citing in formal research.
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
30
Freshness
95
Sources (2)
Founder AI
Primary
Tier C
https://foundor.ai/en/blog/agile-product-development-guide ↗
Source Article
Agile Product Development: Step-by
Also cited by
customerexperiencedive.com
https://www.customerexperiencedive.com/
2026-08-16
Original Research
Founder AI
· Original study ↗
Segmentation
IndustryAll
RoleAll marketers
Channelcontent
Cite this stat
Suggested hedging: According to limited, single-source data, based on claims without stated methodology, with unverified sample sizes...
Plain Text
companies using agile methods: 25% customer satisfaction increase. Source: Founder AI (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/agile-product-dev-customer-satisfaction
HTML Embed
<blockquote cite="https://lighthousedata.io/data/agile-product-dev-customer-satisfaction" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- customer satisfaction increase for companies using agile methods<br><small>Source: Founder AI (2026) · <a href="https://lighthousedata.io/data/agile-product-dev-customer-satisfaction" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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