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

90%

90% -- share of persona prompts including demographic attributes for AI persona prompts (content marketing research) (2026)

2026  · n=83  · anypost.ai

90% of 83 analyzed persona prompts included demographic attributes.

  • Secondary citation of research study [7]
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Attribution: anypost.ai View source
Lighthouse Research Team
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Source verified Evidence graded
Value
90%
Unit
Percentage
Data Vintage
2026
Entity
AI persona prompts (content marketing research)
Sample Size
83
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
anypost.ai Primary Tier C
https://anypost.ai/blog/how-to-enhance-content-analytics-with-persona-prompt-engineering ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
How to Enhance Content Analytics with Persona Prompt Engineering
Original Research
anypost.ai · Original study ↗

Analysis of 83 persona prompts; 90% included demographic attributes while only 30% accounted for cultural nuances. Secondary citation of unnamed research (source [7]).

Methodology documented
Industrymarketing
Plain Text
AI persona prompts (content marketing research): 90% share of persona prompts including demographic attributes. Source: anypost.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/persona-prompts-demographic-attributes-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/persona-prompts-demographic-attributes-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>90%</strong> -- share of persona prompts including demographic attributes for AI persona prompts (content marketing research)<br><small>Source: anypost.ai (2026) · <a href="https://lighthousedata.io/data/persona-prompts-demographic-attributes-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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