46.7% -- ai answer consistency rate for AI search engines (local business shortlists) (2026)

The ai answer consistency rate for AI search engines (local business shortlists) is 46.7% as of 2026 according to Pluspoint. 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 ai answer consistency rate benchmark for AI search engines (local business shortlists) is 46.7%, 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 ai answer consistency rate serving value for AI search engines (local business shortlists) is 46.7% 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 ai answer consistency rate variation for AI search engines (local business shortlists) 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 46.7% as of 2026.

For a digital marketer, the published ai answer consistency rate serving value is 46.7%; 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.