B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
7%
7% -- customer reactivation rate for auto dealership AI lead reactivation (2026)
AI is successfully bringing back 7% of previously lost buyers for automotive dealerships.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
7%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Bedford Advertising
Primary
Tier C
https://bedfordadvertising.com/key-takeaways-for-the-nada-show-2026-the-most-important-lessons-you-p… ↗
Source Article
Key Takeaways for the NADA Show 2026: The Most Important Lesson’s You Probably Missed - Bedford Advertising
The NADA Show 2026 in Las Vegas confirmed what many have felt for months, the margin for error has officially evaporated. We are navigating a shifting economy where the traditional levers of dealership management are being tested by inconsistent hard and soft data. When job growth numbers conflict w…
Original Research
Bedford Advertising
· Original study ↗
Methodology
Source data cited at NADA Show 2026; methodology not detailed
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
auto dealership AI lead reactivation: 7% customer reactivation rate. Source: Bedford Advertising (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-reactivation-lost-buyers-2026
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<blockquote cite="https://lighthousedata.io/data/ai-reactivation-lost-buyers-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>7%</strong> -- customer reactivation rate for auto dealership AI lead reactivation<br><small>Source: Bedford Advertising (2026) · <a href="https://lighthousedata.io/data/ai-reactivation-lost-buyers-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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