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

40%

40% -- share of purchases influenced by ai personalisation for Australian retail shoppers (2025)

2025  · orro.group

AI-driven personalisation is expected to influence 40% of purchases.

  • Forward-looking expectation/forecast
  • Original research source not explicitly cited in text
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Attribution: orro.group View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2025
Entity
Australian retail shoppers
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
orro.group Primary Tier C
https://orro.group/our-industries/retail-2/ ↗
Confidence: 48/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Retail | Orro
#1 Most targeted sector for initial access attacks in Oceania in 2025, ahead of professional services and healthcare Cyble Threat Landscape Report, ANZ 2025 Retail Every frictionless checkout, every accurate stock display, every seamless click-and-collect handover — these moments depend entirely on …
Original Research
orro.group · Original study ↗

Vendor publication citing an unnamed source; no methodology stated

Methodology documented
Industrymarketing
Plain Text
Australian retail shoppers: 40% share of purchases influenced by ai personalisation. Source: orro.group (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-personalisation-influence-retail-purchases-2025
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<blockquote cite="https://lighthousedata.io/data/ai-personalisation-influence-retail-purchases-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- share of purchases influenced by ai personalisation for Australian retail shoppers<br><small>Source: orro.group (2025) · <a href="https://lighthousedata.io/data/ai-personalisation-influence-retail-purchases-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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