12% -- purchase intent increase for brands adopting advanced AI for creative optimization (2026)

The purchase intent increase for brands adopting advanced AI for creative optimization is 12% as of 2026 according to IAB. 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 purchase intent increase benchmark for brands adopting advanced AI for creative optimization is 12%, 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 purchase intent increase serving value for brands adopting advanced AI for creative optimization is 12% 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 purchase intent increase variation for brands adopting advanced AI for creative optimization 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 12% as of 2026.

For a digital marketer, the published purchase intent increase serving value is 12%; 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.