B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
11%
11% -- share of firms using image video analysis for research firms (2025)
11% of research firms utilize image and video analysis for visual data.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
11%
Unit
Percentage
Data Vintage
2025
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Tremendous
Primary
Tier B
https://www.tremendous.com/blog/protect-market-research-data-fraud/ ↗
Source Article
Protecting Market Research Data from Fraud | Tremendous
Fraudsters cost the market research industry an estimated $350 million in 2024 — about 10% of total incentive spend across the industry. But fraud isn’t just a financial problem for research firms. Bad survey responses can compromise study findings, adding noise to legitimate responses. In worst-cas…
Original Research
Tremendous
· Original study ↗
Methodology
Tremendous's own research
Methodology documented
Segmentation
IndustryMedia
RegionGlobal
RoleAll marketers
Channelmulti-channel
Cite this stat
Plain Text
research firms: 11% share of firms using image video analysis. Source: Tremendous (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/research-firms-image-video-analysis
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<blockquote cite="https://lighthousedata.io/data/research-firms-image-video-analysis" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>11%</strong> -- share of firms using image video analysis for research firms<br><small>Source: Tremendous (2025) · <a href="https://lighthousedata.io/data/research-firms-image-video-analysis" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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