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

20%

20% -- consumer preference for direct retail buying for US car buyers (2025)

2025  · amerifreight.net

Only 20% of consumer research survey respondents prefer Tesla's direct retail model for car buying over traditional dealerships.

  • Secondary source citation without naming original survey study details
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Attribution: amerifreight.net View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
20%
Unit
Percentage
Data Vintage
2025
Entity
US car buyers
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
amerifreight.net Primary Tier C
https://www.amerifreight.net/blog/does-tesla-have-dealerships-get-the-facts ↗
Confidence: 48/100 Vintage: 2025 Channel: Common Crawl
Source Article
Do Tesla Stores Count as Dealerships? What to Expect
Original Research
amerifreight.net · Original study ↗

Consumer research survey cited by secondary source; original study not named

Methodology documented
Industrymarketing
Plain Text
US car buyers: 20% consumer preference for direct retail buying. Source: amerifreight.net (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/consumers-prefer-tesla-direct-retail
HTML Embed
<blockquote cite="https://lighthousedata.io/data/consumers-prefer-tesla-direct-retail" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- consumer preference for direct retail buying for US car buyers<br><small>Source: amerifreight.net (2025) · <a href="https://lighthousedata.io/data/consumers-prefer-tesla-direct-retail" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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