B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

79%

79% -- consumers reducing spending in certain categories for consumers (2026)

2026  · Inriver

79% of consumers are reducing spending in certain categories.

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Attribution: Inriver View source
Lighthouse Research Team
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Source verified Evidence graded
Value
79%
Unit
Percentage
Data Vintage
2026
Entity
consumers
Geography
Global
B
Strong, reliable evidence

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

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Inriver Primary Tier C
https://futureproof.work/blog-posts/ai-wellness-trust ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
How AI Driven Wellness Data Is Reshaping Product Visibility and Consumer Trust
How AI Driven Wellness Data Is Reshaping Product Visibility and Consumer Trust The digital marketplace is undergoing a profound transformation, driven by an invisible yet omnipresent force: Artificial Intelligence. As AI increasingly assumes the role of a sophisticated decision filter, its impact is…
Original Research
Inriver · Original study ↗

From Inriver's 'Consumers in 2026' report, as cited by futureproof.work

Methodology documented
IndustryRetail RegionGlobal RoleAll marketers Channelcontent
Plain Text
consumers: 79% consumers reducing spending in certain categories. Source: Inriver (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/consumers-reducing-spending-categories-2026
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<blockquote cite="https://lighthousedata.io/data/consumers-reducing-spending-categories-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>79%</strong> -- consumers reducing spending in certain categories for consumers<br><small>Source: Inriver (2026) · <a href="https://lighthousedata.io/data/consumers-reducing-spending-categories-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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