Guidance Needed on Classifying Surgical Robotics Companies

Team, need some prompting guidance. My task is to classify a list of medical companies. My Claygent prompt clearly days “Surgical Robotics Firms: Companies like Intuitive Surgical (da Vinci systems) or Medtronic that produce surgical robots would make excellent partners.” The output, however, gives the following reason “CMR Surgical produces surgical robots and is listed among competitors in the surgical robotics field, including companies like Intuitive Surgical and Medtronic. Their involvement in surgical robotics and partnerships with other MedTech companies indicates they are primarily competitors in this space.” What am I missing?

6 comments

Ajay G.
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I think this would be more conducive to a company lookalike search - input the companies you like, Clay will perform a lookalike search to find similar companies. You can provide additional filters if you need. Then use Claygent to verify that each one fits a specific list of criteria. The criteria should be specific and you should provide claygent examples of what you mean for each piece of criteria. Use the 2 or 3 credit claygent model for better reasoning capabilities. Hope this helps
Justin R.
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Hey Marina, can you share the full prompt so there is better context around what is your mission? Similar to what Ajay suggests, it sounds like your prompt is better as a prompt for look a like companies or just go into ChatGPT before using Clay. Clay is typically best for prompts associated with a specific company and/or person.
Marina G.
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Justin R. Got it up to 100% accuracy now with hours of reiteration. The prompt is like half a meter long now 😸 so i don’t even know how i’d share it …
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Elias S.
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Marina G. I've done a ton of prompt engineering and if you end up in a tough situation again, I can highly recommend using tools like wordware.ai to iterate fast and try different models to see which works best! Happy to bounce ideas anytime if you'd like to send a DM! 😊
Marina G.
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Ooh! Thank you! Will test 👌
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Elias S.
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Awesome! I'm definitely a poweruser there so feel free to hit me up anytime if you'd like to see how I use it together with Clay!

Guidance Needed on Classifying Surgical Robotics Companies | Clay