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

35%

35% -- analytics speed improvement for Organizations with unified data visibility (2026)

2026  · McKinsey

Organizations with unified data visibility produce analytics 35 to 50 percent faster than fragmented peers according to McKinsey research.

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Lighthouse Research Team
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Questions about this data

What is the analytics speed improvement for Organizations with unified data visibility?

The analytics speed improvement for Organizations with unified data visibility is 35% as of 2026 according to McKinsey. 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 analytics speed improvement benchmark for Organizations with unified data visibility?

A strong analytics speed improvement benchmark for Organizations with unified data visibility is 35%, 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 Organizations with unified data visibility analytics speed improvement compare to the industry average?

The published analytics speed improvement serving value for Organizations with unified data visibility is 35% 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 analytics speed improvement for Organizations with unified data visibility?

Primary drivers of analytics speed improvement variation for Organizations with unified data visibility 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 35% as of 2026.

What analytics speed improvement should I aim for as a digital marketer in 2026?

For a digital marketer, the published analytics speed improvement serving value is 35%; 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
35%
Unit
Percentage
Data Vintage
2026
Entity
Organizations with unified data visibility
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
McKinsey Primary Tier C
https://revscale.com/blog/real-roi-connected-franchise-location-data ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Connected Franchise Location Data: The Real ROI | Revscale
The Real ROI of Connected Franchise Location Data A 120-unit fast-casual brand spends $180,000 a year on a BI dashboard, three POS integrations, two compliance tools, and a separate franchisee portal. The CFO can pull weekly revenue by region. What she cannot pull, on demand, is the answer to a simp…
Original Research
McKinsey · Original study ↗

Midpoint of 35-50% range; attributed to McKinsey research without specific report cited

Methodology documented
Industrymarketing
Plain Text
Organizations with unified data visibility: 35% analytics speed improvement. Source: McKinsey (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/unified-data-analytics-speed-40pct
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<blockquote cite="https://lighthousedata.io/data/unified-data-analytics-speed-40pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>35%</strong> -- analytics speed improvement for Organizations with unified data visibility<br><small>Source: McKinsey (2026) · <a href="https://lighthousedata.io/data/unified-data-analytics-speed-40pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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