Lookback Gains 7 Points in AI Visibility

📈 Lookback AI Visibility Increases

Lookback's consideration_index moved from 58% to 65% this week, a 7 point increase.

Metric	Last Week	This Week	Change
AI Memory Score	58%	65%	+7%

This inference_momentum gain indicates increasing prompt_affinity across AI platforms. Possible drivers:

• Increased brand mentions in training-relevant content

• Improved contextual_emergence in key categories

• Competitor visibility decline creating relative gains

Sustained positive inference_momentum over 3+ weeks typically indicates structural improvement in AI visibility. Monitor for consistency.

*Data from OutCited.com • Week 49, 2025*