Andrew Ciszczon Andrew Ciszczon

Perplexity: US Automotive Aftermarket Industry Analysis

We also tested Perplexity, often touted for research. The results? Let's just say they were... illuminating. Despite its focus, it struggled significantly in our aftermarket analysis, scoring lowest overall with notable accuracy issues (hallucinations!). It's a stark reminder that not all AI tools live up to the hype, especially on complex tasks. See the full breakdown in the case study – a crucial lesson in AI tool selection and validation.

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Andrew Ciszczon Andrew Ciszczon

The US Automotive Aftermarket Through AI's Lens: A Research Experiment

Can AI Really Analyze the $390B+ Auto Aftermarket? I Put It to the Test.

The automotive aftermarket is a beast – complex, resilient, and constantly shifting. As someone who's spent years in the trenches, I got curious: could today's generative AI actually make sense of it all without specialized training?

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