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)

2025  · Tremendous

11% of research firms utilize image and video analysis for visual data.

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Lighthouse Research Team
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Source verified Evidence graded
Value
11%
Unit
Percentage
Data Vintage
2025
Entity
research firms
Geography
Global
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

62/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Tremendous Primary Tier B
https://www.tremendous.com/blog/protect-market-research-data-fraud/ ↗
Confidence: 28/100 Vintage: 2025 Channel: Deep Crawl
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 ↗

Tremendous's own research

Methodology documented
IndustryMedia RegionGlobal RoleAll marketers Channelmulti-channel
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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