B
Evidence Grade B
Graded
under review
Safe to Cite
Current
60%
60% -- incorrect answer rate for AI search tools (2026)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
60%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
8
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Columbia Journalism Review (Tow Center for Digital Journalism)
Primary
Tier A
https://www.honeyb.ai/blog/google-ai-mode-vs-chatgpt ↗
Source Article
Google AI Mode vs ChatGPT: Two Approaches to Answer-First Search
The google ai mode vs chatgpt comparison looks like a head-to-head between two answer engines, and on the surface it is. Both take a question in plain language and hand back a written, cited response instead of a page of links. But the two were built from opposite ends of the search problem, and tha…
Original Research
Columbia Journalism Review (Tow Center for Digital Journalism)
· Original study ↗
Methodology
Columbia University Tow Center tested eight AI search tools
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI search tools: 60% incorrect answer rate. Source: Columbia Journalism Review (Tow Center for Digital Journalism) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-search-incorrect-answers-60pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-search-incorrect-answers-60pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>60%</strong> -- incorrect answer rate for AI search tools<br><small>Source: Columbia Journalism Review (Tow Center for Digital Journalism) (2026) · <a href="https://lighthousedata.io/data/ai-search-incorrect-answers-60pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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