B Evidence Grade B Graded under review Safe to Cite Current

72%

72% -- brands confident in analytics driven improvements for brands (2026)

2026  · Deloitte

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Attribution: Deloitte View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Graded Evidence graded

Questions about this data

What is the brands confident in analytics driven improvements for brands?

The brands confident in analytics driven improvements for brands is 72% as of 2026 according to Deloitte. 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 brands confident in analytics driven improvements benchmark for brands?

A strong brands confident in analytics driven improvements benchmark for brands is 72%, 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 brands brands confident in analytics driven improvements compare to the industry average?

The published brands confident in analytics driven improvements serving value for brands is 72% 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 brands confident in analytics driven improvements for brands?

Primary drivers of brands confident in analytics driven improvements variation for brands 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 72% as of 2026.

What brands confident in analytics driven improvements should I aim for as a digital marketer in 2026?

For a digital marketer, the published brands confident in analytics driven improvements serving value is 72%; 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
72%
Unit
Percentage
Data Vintage
2026
Entity
brands
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Deloitte Primary Tier C
https://arabot.io/en/blog-post/48 ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
Why Your Business Needs an AI Chatbot in 2024: Consumer Trends and Insights
Original Research
Deloitte · Original study ↗

Cited from Deloitte

Methodology documented
Industrymarketing
Plain Text
brands: 72% brands confident in analytics driven improvements. Source: Deloitte (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brands-confident-analytics-improvements
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<blockquote cite="https://lighthousedata.io/data/brands-confident-analytics-improvements" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>72%</strong> -- brands confident in analytics driven improvements for brands<br><small>Source: Deloitte (2026) · <a href="https://lighthousedata.io/data/brands-confident-analytics-improvements" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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