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

37%

37% -- citation hallucination rate for Perplexity (2026)

2026  · Columbia Journalism Review

Perplexity hallucinated on 37% of citation tasks, representing the lowest hallucination rate among tested AI search tools.

  • Evaluation conducted on eight AI search tools by Columbia Journalism Review
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Attribution: Columbia Journalism Review View source
Lighthouse Research Team
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Source verified Evidence graded
Value
37%
Unit
Percentage
Data Vintage
2026
Entity
Perplexity
B
Strong, reliable evidence

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

60/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
60
Freshness
95
Columbia Journalism Review Primary Tier B
https://dont-feed-the-algorithm.beehiiv.com/p/don-t-feed-the-algorithm-issue-041 ↗
Confidence: 56/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Don't Feed The Algorithm: Issue 041
🐊 Editor's Note Hey there, Welcome back to another Don’t Feed The Algorithm, your weekly dispatch from Averi — where we explore the intersections of marketing, AI and the future of work. Everything is moving this week. And I mean everything. 1.5 million people quit ChatGPT. Claude went from 42nd on …
Original Research
Columbia Journalism Review · Original study ↗

Columbia Journalism Review tested eight AI search tools on citation accuracy

Methodology documented
Industrymarketing
Plain Text
Perplexity: 37% citation hallucination rate. Source: Columbia Journalism Review (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/perplexity-citation-hallucination-rate
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<blockquote cite="https://lighthousedata.io/data/perplexity-citation-hallucination-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>37%</strong> -- citation hallucination rate for Perplexity<br><small>Source: Columbia Journalism Review (2026) · <a href="https://lighthousedata.io/data/perplexity-citation-hallucination-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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