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Any best practices on normalizing company names? I have 26,000 compani...

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Any best practices on normalizing company names? I have 26,000 companies that I would like to normalize. Obv a pretty huge load. I want to turn companies like Maxxar Technologies into Maxxar, so kind of conversational company name

  • Avatar of Clay Team
    Clay Team
    APP
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    Hey hey! Can you drop the URL for your table here? (if applicable) 🫶 Don't worry, only admins will be able to open your table 😉

  • Avatar of Arturo O.
    Arturo O.
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    Hey Darshan! That’s a good one, we do have a normalize company integration that could help with some formatting but that extra step may be better achieved by AI. Though I’d test it for some of the more complex names to make sure accuracy of what you’re aiming for is quite high overall

  • Avatar of Darshan A.
    Darshan A.
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    Thats what I was thinking, Let me try the normalize company integration first and see

  • Avatar of miles
    miles
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    We use GPT 3.5 for this; not too expensive. can share prompt if interested but it's pretty straightforward.

  • Avatar of Darshan A.
    Darshan A.
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    miles - that would be great if you could share the prompt!

  • Avatar of miles
    miles
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    dmed!

  • Avatar of Darshan A.
    Darshan A.
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    Thanks man!