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

38%

38% -- drop in ai citation accuracy for AI answer engines (spam experiment) (2025)

2025  · n=50,000  · proxi.co.nz

Spam tactics propagating medical misinformation led to a 38% drop in citation accuracy in AI search / chatbots.

  • Based on a documented project/experiment propagating medical misinformation using 50K forum posts
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Attribution: proxi.co.nz View source
Lighthouse Research Team
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Source verified Evidence graded
Value
38%
Unit
Percentage
Data Vintage
2025
Entity
AI answer engines (spam experiment)
Sample Size
50,000
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
proxi.co.nz Primary Tier C
https://proxi.co.nz/should-seos-be-worried-about-ai-search/ ↗
Confidence: 48/100 Vintage: 2025 Channel: Deep Crawl
Source Article
I have noticed an uptick in client interest in the last 6 months regarding whether AI chatbots and AI search will negatively impact or completely change SEO. Mostly, they ask me whether we are rethinking what we are doing in their strategy as a reaction to the changes in the landscape. And they want…
Original Research
proxi.co.nz · Original study ↗

Experiment using 50K forum posts to promote debunked vaccine effect studies

Methodology documented
Industrymarketing
Plain Text
AI answer engines (spam experiment): 38% drop in ai citation accuracy. Source: proxi.co.nz (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-citation-accuracy-drop-spam-2025
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<blockquote cite="https://lighthousedata.io/data/ai-citation-accuracy-drop-spam-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>38%</strong> -- drop in ai citation accuracy for AI answer engines (spam experiment)<br><small>Source: proxi.co.nz (2025) · <a href="https://lighthousedata.io/data/ai-citation-accuracy-drop-spam-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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