31% -- roi for IA générative in France (Q1 2025)

The roi for IA générative in France is 31% as of Q1 2025 according to Snowflake. 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 roi benchmark for IA générative in France is 31%, using the current serving value as of Q1 2025. 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 roi serving value for IA générative in France is 31% as of Q1 2025. 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 roi variation for IA générative in France 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 31% as of Q1 2025.

For a digital marketer, the published roi serving value is 31%; it is an evidence-grade reference, not a personalized target as of Q1 2025. 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.