B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
90%
90% -- cost reduction claim for synthetic respondents (2026)
Synthetic respondents promise to reduce research costs by 90% or more.
- Vendor promise / industry pitch, not an independently measured outcome
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
90%
Unit
Percentage
Data Vintage
2026
Entity
Geography
Global
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
skimle.com
Primary
Tier C
https://skimle.com/blog/synthetic-respondents-in-research-promise-pitfalls-and-when-to-use-in-2026 ↗
Source Article
Synthetic respondents in research - promise, pitfalls and when to use in 2026
Updated 24 September 2026: This article has been revised to bring in a wave of academic research published between January and September 2026 that directly tests whether AI-generated "digital twins" can substitute for human respondents. The results are consistent across independent research teams an…
Original Research
skimle.com
· Original study ↗
Methodology
Vendor promise cited by article, not measured outcome.
Methodology documented
Segmentation
IndustryMarket Research
RegionGlobal
RoleAll marketers
Channelcontent
Cite this stat
Plain Text
synthetic respondents: 90% cost reduction claim. Source: skimle.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/synthetic-respondents-cost-cut-90pct
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<blockquote cite="https://lighthousedata.io/data/synthetic-respondents-cost-cut-90pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>90%</strong> -- cost reduction claim for synthetic respondents<br><small>Source: skimle.com (2026) · <a href="https://lighthousedata.io/data/synthetic-respondents-cost-cut-90pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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