B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
4
4 -- ad frequency cap for LinkedIn (2026)
LinkedIn recommends keeping ad frequency below 4 impressions per member per month to avoid creative fatigue.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
4
Unit
Count
Data Vintage
2026
Entity
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
webtools.co
Primary
Tier B
https://webtools.co/articles/linkedin-advertising-costs-benchmarks ↗
Source Article
LinkedIn Advertising Costs: CPM, CPC, and ROI Benchmarks for 2026
LinkedIn is the most expensive major ad platform. That statement is simply true, and any guide that dances around it is wasting your time.
A $36.00 CPM is 4.6 times what you'd pay on Meta ($7.80) and 4 times what you'd pay on TikTok ($9.00). A $6.50 average CPC sounds manageable until you realise th…
Original Research
webtools.co
· Original study ↗
Methodology
Platform recommendation cited in benchmark article
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
LinkedIn: 4 ad frequency cap. Source: webtools.co (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/linkedin-recommended-frequency-cap
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<blockquote cite="https://lighthousedata.io/data/linkedin-recommended-frequency-cap" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>4</strong> -- ad frequency cap for LinkedIn<br><small>Source: webtools.co (2026) · <a href="https://lighthousedata.io/data/linkedin-recommended-frequency-cap" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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