About AutoDepth
Making conversational visibility measurable for automotive brands
Our Mission
In an era where AI assistants and conversational interfaces are becoming the primary way consumers discover and research automotive products, traditional marketing metrics fall short. AutoDepth bridges this gap by providing comprehensive insights into how automotive brands surface in AI-generated answers.
We believe that understanding your brand's conversational footprint is essential for staying competitive in the modern automotive landscape.
Our Methodology
Data Collection
- • Comprehensive query generation from automotive forums
- • Search data analysis and intent clustering
- • Multi-model LLM processing with controlled parameters
- • Advanced mention extraction and sentiment analysis
Analysis Framework
- • Share-of-voice measurement across conversation buckets
- • Competitive positioning analysis
- • Evidence-based insights with source attribution
- • Actionable recommendations for brand improvement
How It Works
We generate hundreds of automotive queries across different intents and conversation buckets to ensure complete coverage.
Each query is processed through state-of-the-art language models with controlled parameters for consistent results.
Advanced algorithms extract brand mentions, analyze sentiment, and generate comprehensive insights and recommendations.
See It In Action
Explore our sample automotive insights to see how AutoDepth works in practice.
View Sample SnapshotOur Team
Automotive Expertise
Our team combines deep automotive industry knowledge with cutting-edge AI and data science expertise to deliver insights that matter.
Technical Innovation
We leverage the latest advances in natural language processing and machine learning to provide accurate, actionable insights.