Hubbell Lighting

📈 Hubbell Lighting AI Visibility Increases

Hubbell Lighting's consideration_index moved from 61% to 75% this week, a 14 point increase.

The Numbers

Metric	Last Week	This Week	Change
AI Memory Score	61%	75%	+14%

What Drove This Change

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

What to Watch

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

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