B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
17%
17% -- ai recommendation share for Notion (2026)
Notion appeared in approximately 17% of AI project management recommendations in Arobis's testing runs.
- Directional, not a census
- Based on Arobis testing runs across ChatGPT, Gemini, Claude, Perplexity, and Copilot
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
17%
Unit
Percentage
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Arobis
Primary
Tier A
https://arobis.ai/blog/ai-recommendation-share-project-management-study ↗
Source Article
Which PM Tool Does AI Recommend? Study
Original Research
Arobis
· Original study ↗
Methodology
Arobis's own testing runs of buying-intent prompts across ChatGPT, Gemini, Claude, Perplexity, and Copilot; directional, not a census
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Notion: 17% ai recommendation share. Source: Arobis (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/notion-ai-recommendation-share-2026
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<blockquote cite="https://lighthousedata.io/data/notion-ai-recommendation-share-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>17%</strong> -- ai recommendation share for Notion<br><small>Source: Arobis (2026) · <a href="https://lighthousedata.io/data/notion-ai-recommendation-share-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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