37.5% -- attribution challenge rate limited analytics expertise for B2B marketers (2026)

The attribution challenge rate limited analytics expertise for B2B marketers is 37.5% as of 2026 according to CMO Alliance. This figure is the primary benchmark in the Lighthouse dataset for this segment. Individual results vary by region, channel mix, and audience quality.

A strong attribution challenge rate limited analytics expertise benchmark for B2B marketers is 37.5%, 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.

The published attribution challenge rate limited analytics expertise serving value for B2B marketers is 37.5% 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.

Primary drivers of attribution challenge rate limited analytics expertise variation for B2B marketers 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 37.5% as of 2026.

For a digital marketer, the published attribution challenge rate limited analytics expertise serving value is 37.5%; 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.