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

41%

41% -- share of sellers choosing listing agent based on market analysis presentation for US home sellers (2025)

2025  · National Association of Realtors (NAR)

According to a 2025 NAR survey, 41% of sellers chose their listing agent based on the quality of their market analysis presentation.

Cite this stat Share How we verify
Attribution: National Association of Realtors (NAR) View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
41%
Unit
Percentage
Data Vintage
2025
Entity
US home sellers
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
60
Freshness
95
National Association of Realtors (NAR) Primary Tier C
https://beginnersinai.org/ai-real-estate-market-research/ ↗
Confidence: 51/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Best AI for Real Estate Market Research & CMA Reports - Beginners in AI
What it is: Best AI for Real Estate Market Research & CMA Reports — everything you need to know Who it’s for: Beginners and professionals looking for practical guidance Best if: You want actionable steps you can use today Skip if: You’re already an expert on this specific topic AI Assistant Summary …
Original Research
National Association of Realtors (NAR) · Original study ↗

Cited as a 2025 NAR survey; original survey not directly published on this page

Methodology documented
Industrymarketing
Plain Text
US home sellers: 41% share of sellers choosing listing agent based on market analysis presentation. Source: National Association of Realtors (NAR) (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/sellers-choose-agent-market-analysis-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/sellers-choose-agent-market-analysis-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>41%</strong> -- share of sellers choosing listing agent based on market analysis presentation for US home sellers<br><small>Source: National Association of Realtors (NAR) (2025) · <a href="https://lighthousedata.io/data/sellers-choose-agent-market-analysis-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Share on X Share on LinkedIn

Use this data in your work

Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.

Copy citation Explore similar stats →