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

40%

40% -- share of job advertising budget wasted for job advertising budgets (2023)

2023  · Aptitude Research

Up to 40% of job advertising budgets are wasted due to inefficient CPC deals or manual/low-frequency ad optimisation practices.

  • Represents an upper bound ('up to 40%')
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Attribution: Aptitude Research View source
Lighthouse Research Team
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Source verified Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2023
Entity
job advertising budgets
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
Aptitude Research Primary Tier C
https://www.hirematic.com/it/roi-optimisation-recruitment-marketing/ ↗
Confidence: 48/100 Vintage: 2023 Channel: Deep Crawl
Source Article
ROI Optimisation for Recruitment Marketing
Measuring the return on investment (ROI) for recruitment marketing can be challenging. Traditional ROI calculations involve subtracting the initial cost of an investment from its final recruiting value, dividing that number by the cost of the investment, and multiplying it by 100. How to Measure ROI…
Original Research
Aptitude Research · Original study ↗

Aptitude Research findings cited by Hirematic

Methodology documented
IndustryB2B Company SizeEnterprise RoleAll marketers Channelmulti-channel
Plain Text
job advertising budgets: 40% share of job advertising budget wasted. Source: Aptitude Research (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/job-ad-budget-waste-aptitude
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<blockquote cite="https://lighthousedata.io/data/job-ad-budget-waste-aptitude" 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 job advertising budget wasted for job advertising budgets<br><small>Source: Aptitude Research (2023) · <a href="https://lighthousedata.io/data/job-ad-budget-waste-aptitude" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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