B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
1
1 -- consumer sentiment score for Home cleaning products (2024)
Consumer sentiment toward home cleaning products is 0.75 out of 1.0.
- Measured on a scale where 1.0 represents the most positive sentiment
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
1
Unit
Score
Data Vintage
2024
Entity
Sample Size
200,000
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Wonderflow
Primary
Tier A
https://www.wonderflow.ai/blog/spring-cleaning-consumer-trends-home-products ↗
Source Article
Spring Cleaning Insights: Consumer Trends in Home Cleaning Products 2024 | Wonderflow
Spring is in full swing, and according to the American Cleaning Institute, 80% of U.S. consumers engage in annual spring cleaning rituals. Therefore, businesses in the home cleaning industry must ramp up their strategies to meet evolving consumer demands. This is especially crucial given the signifi…
Original Research
Wonderflow
· Original study ↗
Methodology
Voice-of-customer sentiment analysis of reviews
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Home cleaning products: 1 consumer sentiment score. Source: Wonderflow (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/home-cleaning-sentiment-0-75
HTML Embed
<blockquote cite="https://lighthousedata.io/data/home-cleaning-sentiment-0-75" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>1</strong> -- consumer sentiment score for Home cleaning products<br><small>Source: Wonderflow (2024) · <a href="https://lighthousedata.io/data/home-cleaning-sentiment-0-75" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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