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Best Practices for Handling Conflicting Data from Intent Providers

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Hi, what do you do when there'[s different data for intent providers? How do you automatically decide what data is best? Is there a way to know source has been updated recently?

  • Avatar of kushagra
    kushagra
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    have an AI column which has instructions to decide which data is better, basically translate your manual process of choosing data into the prompt instruction

  • Avatar of kushagra
    kushagra
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    if the instructions are more rule based than contextual then formulas can work too For example

    • tool 1: website visitors x

    • tool 2: website visitor y

    formula - choose the higher number out of the two: x, y

  • Avatar of Amit L.
    Amit L.
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    Sorry, I wrote intent instead of enrichment. I meant enrichment - I don't know how to choose the most fresh data.

  • Avatar of kushagra
    kushagra
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    ah, is there a specific enrichment you are trying to choose between? mostly it is running a few tests first on a few rows to test and see the data before choosing

  • Avatar of Amit L.
    Amit L.
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    My issue is that I am running Hubspot with Clearbit legacy, some apollo data and Clay to top it all. There are huge difference in data and Clay seems to be the freshest but I was wondering if there's a way to know that's not based on my anecdotal observations

  • Avatar of Hari
    Hari
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    If it's people data, almost all the providers pull the data from LinkedIn. Go ahead and use Clay's LinkedIn data as even Apollo, they refresh every few months which is not always up-to-date

  • Avatar of kushagra
    kushagra
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    yeah if it's the linkedin data that you get from clay's enrichment then it also tells you the last refresh date

  • Avatar of Amit L.
    Amit L.
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    I didn't know that - What's the enrichment name ?

  • Avatar of kushagra
    kushagra
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  • Avatar of Amit L.
    Amit L.
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    Awesome - thank you so much!

  • Avatar of Rafael G.
    Rafael G.
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    Sentrion.ai helps you find the highest-intent companies 🙂

  • Avatar of sneha
    sneha
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    Amit L. u could try enrichminion.com for enrichment n stuff cuz it is like integrated w clay n hubspot as well so. and as far as kik it is reliable.