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

76%

76% -- dealership executives increasing ai budget rate for dealership executives (2026)

2026  · n=1,200  · Spyne

76% of dealership executives plan to increase their AI budgets for 2026.

Cite this stat Share How we verify
Attribution: Spyne View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Graded Evidence graded

Questions about this data

What is the dealership executives increasing ai budget rate for dealership executives?

The dealership executives increasing ai budget rate for dealership executives is 76% as of 2026 according to Spyne. This figure is the primary benchmark in the Lighthouse dataset for this segment. Individual results vary by region, channel mix, and audience quality.

What is a good dealership executives increasing ai budget rate benchmark for dealership executives?

A strong dealership executives increasing ai budget rate benchmark for dealership executives is 76%, using the current serving value as of 2026. This is one serving-eligible observation, not a distribution median; top-quartile comparisons require the underlying distribution. Vertical, audience size, and campaign type all shift what 'good' means.

How does dealership executives dealership executives increasing ai budget rate compare to the industry average?

The published dealership executives increasing ai budget rate serving value for dealership executives is 76% as of 2026. Individual sectors and audiences may differ substantially; this single observation does not establish an aggregate mean. Quartile comparisons require the underlying distribution, which is not implied by this record.

What factors affect dealership executives increasing ai budget rate for dealership executives?

Primary drivers of dealership executives increasing ai budget rate variation for dealership executives include audience segmentation, timing, and channel selection. Methodology documents campaign factors, but this serving record does not quantify the effect of personalization. The current serving value is 76% as of 2026.

What dealership executives increasing ai budget rate should I aim for as a digital marketer in 2026?

For a digital marketer, the published dealership executives increasing ai budget rate serving value is 76%; it is an evidence-grade reference, not a personalized target as of 2026. Any performance goal should account for channel mix and audience. Review the methodology before operational decisions; a gap from this serving value does not by itself indicate a structural issue.

Value
76%
Unit
Percentage
Data Vintage
2026
Entity
dealership executives
Sample Size
1,200
Geography
North America
B
Strong, reliable evidence

Approved for serving with evidence grade B. The record passes the documented quality and serving gates; consult the methodology for provenance details.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Spyne Primary Tier B
https://www.useflai.com/blog/what-is-an-ai-bdc-and-how-it-automates-dealership-calls ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
AI BDC for Dealerships: Automation Software & ROI (2026)
AI BDC for Dealerships: Automation Software & ROI (2026) An AI BDC automates dealership calls, texts, and emails 24/7. Learn what makes it different from chatbots and how it actually books appointments. If you run a dealership, your real product isn’t cars. It’s answered conversations that turn into…
Original Research
Spyne · Original study ↗

Spyne survey of nearly 1,200 dealership executives, summarized by Auto Remarketing

Methodology documented
IndustryAutomotive Company SizeSMB RegionNorth America RoleDealership Executives Channelcontent
Plain Text
dealership executives: 76% dealership executives increasing ai budget rate. Source: Spyne (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-budget-increase-76pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-budget-increase-76pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>76%</strong> -- dealership executives increasing ai budget rate for dealership executives<br><small>Source: Spyne (2026) · <a href="https://lighthousedata.io/data/ai-budget-increase-76pct" 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 →