OutCited - AI brand memory
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Arlo

arlo.com

Category: smart home devices
75%
Current AI Citation Rate
November 2025
-6
Points Change
81% → 75% (7.4%)
Arlo AI visibility chart

AI citation rate change from July to November 2025 across 10+ AI models

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What This Means

Arlo has experienced a 7.4% drop in AI citation rates between July and November 2025. This means AI models are recommending Arlo less frequently when users ask about smart home devices.

The score dropped from 81% to 75%, representing a loss of 6 percentage points in AI visibility.

This could indicate:

  • Changes in how AI models are trained or updated
  • Competitive shifts in the smart home devices category
  • Model bias favoring other brands or partners
  • Natural market evolution affecting brand perception

About This Data

  • • Based on analysis across 10+ AI models (GPT-4, Claude, Gemini, Llama, DeepSeek, and more)
  • • July 2025: 51 samples analyzed
  • • November 2025: 4 samples analyzed
  • • Category: smart home devices

Model Disagreement: Which AIs Remember You?

AI models disagree on this brand by 100 points (HIGH disagreement). When ChatGPT rolls out ads, will they recommend you?

  • DeepSeek:⭐⭐⭐ Neutral / Mixed
  • GPT-4o Mini:⭐⭐⭐ Neutral / Mixed
  • xAI Grok:⭐⭐⭐ Neutral / Mixed

Where AI Thinks This Brand Belongs

You dominate these categories: Smart Home Devices(53%), Iot Devices(42%)

Category Strength

Smart Home Devices53%
Iot Devices42%

This is a Partial AI Memory Report

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  • ✓Category deep-dive - See all categories where AI mentions you
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