OutCited - AI brand memory
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Tesla

tesla.com

Category: automotive
89%
Current AI Citation Rate
November 2025
-7
Points Change
96% → 89% (7.3%)
Tesla AI visibility chart

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

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What This Means

Tesla has experienced a 7.3% drop in AI citation rates between July and November 2025. This means AI models are recommending Tesla less frequently when users ask about automotive.

The score dropped from 96% to 89%, representing a loss of 7 percentage points in AI visibility.

This could indicate:

  • Changes in how AI models are trained or updated
  • Competitive shifts in the automotive 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: 29 samples analyzed
  • • November 2025: 4 samples analyzed
  • • Category: automotive

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?

  • Claude:⭐⭐⭐⭐⭐ Highly favorable
  • GPT-4o Mini:⭐⭐⭐⭐⭐ Highly favorable
  • Groq Llama:⭐⭐⭐⭐⭐ Highly favorable

Where AI Thinks This Brand Belongs

You dominate these categories: Battery Manufacturers(83%), Solar Panels(82%), Renewable Energy(81%)

Category Strength

Battery Manufacturers83%
Solar Panels82%
Renewable Energy81%

This is a Partial AI Memory Report

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  • ✓Full model-by-model breakdown - See exactly how each AI model perceives your brand
  • ✓4-week drift history - Track changes over time and spot trends
  • ✓Weekly email alerts - Get notified when your AI visibility changes
  • ✓Category deep-dive - See all categories where AI mentions you
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