https://www.positivedeviantlabs.com/case-studies-blog daily 0.75 2025-04-11 https://www.positivedeviantlabs.com/case-studies-blog/perplexity-us-automotive-aftermarket-industry-analysis-whallucinations monthly 0.5 2025-04-07 https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/1744059796503-1BKRDC6C1APLRKD1AT59/Perplexity%2BLast%2BPlace%2BHallucinator.jpg Case Studies & Blog - Perplexity: US Automotive Aftermarket Industry Analysis - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.positivedeviantlabs.com/case-studies-blog/gemini-us-automotive-aftermarket-industry-analysis monthly 0.5 2025-04-07 https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/1744058917602-9NNB3OL81ZEAKHKWQI9X/Untitled+design+%284%29.png Case Studies & Blog - Gemini - US Automotive Aftermarket Industry Analysis - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.positivedeviantlabs.com/case-studies-blog/manus-ai-us-automotive-aftermarket-industry-analysis monthly 0.5 2025-04-07 https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/1744057465040-UCQ7P5X2I1R4Q65ZSACK/ChatGPT+Image+Apr+7%2C+2025%2C+03_52_54+PM.png Case Studies & Blog - Manus AI: US Automotive Aftermarket Industry Analysis - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.positivedeviantlabs.com/case-studies-blog/the-us-automotive-aftermarket-through-ais-lens-a-research-experiment monthly 0.5 2025-04-08 https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/30757f2b-bd8b-46a9-b50c-42449871e13f/ChatGPT+Image+Apr+4%2C+2025%2C+01_33_58+PM.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out By ChatGPT 4o: A question mark comprised of various automotive parts https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/ef9db612-8a1c-4599-ba69-cba74270809a/Deep+Research+Comparison+%281%29.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out A bar chart comparing AI tools across various criteria https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/2047c824-de26-4a88-8409-de9dce00a27a/Screenshot+2025-03-31+152546.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out ChatGPT follows up on the prompt. https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/456f97f9-487f-4ca7-b77b-c92dc2e6d258/Screenshot+2025-03-31+152726.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out ChatGPT nails the Sweet Spot and links it to a specific channel. https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/e5540366-737d-4230-8079-ce851b30283c/Screenshot+2025-03-31+152919.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out ChatGPT was the only tool to go into detail on Reman. https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/cd3b94f7-b477-44af-a52c-6d9b76932523/Screenshot+2025-03-31+153040.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out ChatGPT wasn’t perfect. Some suspect sources were relied upon for a key section. https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/7c5056cd-efef-45ba-ae00-a444a4d0252a/Screenshot+2025-03-31+161434.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out Manus AI’s output which includes a file that puts everything together as well as separate files for each of the major sections. There’s also the option to turn the result into a website, similar to Claude’s artifacts. https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/7c150919-08ee-4de4-a386-0a298af8250b/Screenshot+2025-03-31+162056.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out Gemini’s history is difficult to access beyond a certain point. I could find the original deep research prompt, but it wasn’t clickable to expand the details. Luckily, I saved it ahead of time! Gemini provided a product segmentation that would only be useful for industry outsiders and its market segmentation was very limited in scope as well. https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/dc09d719-7889-4ed2-afb7-00b5de3f446f/Screenshot+2025-03-31+162939.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/2eaf7ccc-a0c9-4c8d-8904-ba4c2ce7735f/Screenshot+2025-03-31+163138.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out Several egregious hallucinations. The Honeywell Forge is an actual thing, but the article cited doesn’t even mention Honeywell. The same goes for every other bullet point in this screenshot. They might be actual examples, but the sources cited do not mention them. It was at this point that credibility was completely lost. https://images.squarespace-cdn.com/content/v1/679be81aff7c5d0211c24562/5dfe5a3e-96b8-419d-bef3-d5c0053f61c8/Screenshot+2025-03-31+163445.png Case Studies & Blog - The US Automotive Aftermarket Through AI's Lens: A Research Experiment - Make it stand out I was really interested in this $50M mistake, but the source doesn’t mention it at all. 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