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.

Need a quick snapshot of the aftermarket? We tested Google's Gemini to see if it could deliver. While it provided a basic overview and hit some high-level numbers, it lacked the depth seen from top performers like ChatGPT, even missing key industry segments. What does this mean for using different 'levels' of AI for quick vs. deep research? Check out the full case study for the detailed breakdown of Gemini's performance and where it fits in the AI toolkit.

Beyond standard chatbots, new AI 'agents' are entering the ring. We tested Manus AI, known for its autonomous approach (remember the MIT Tech Review buzz?). It scored surprisingly well on organization and accuracy, tackling research like a methodical assistant. But how did its unique process stack up against ChatGPT's deep dives for complex aftermarket insights? Dive into the case study to see where this AI agent excelled... and where it hit limitations.

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?

ChatGPT's take on the aftermarket? It laid out a solid plan and delivered a comprehensive analysis. The report nailed the recent robust growth and significant industry shifts, while also looking ahead to continued expansion (though maybe at a more 'normal' pace) and the big transformations being driven by tech and changing customer expectations. It really set the benchmark in the AI comparison we did.