Seeking Efficient Method to Find Last Names Using AI Enrichment

·Feb 02, 2026 10:40 AM·

While we're at it, I am also struggling in finding last name of a person (e,g. John D.). I have their full first name, company, job title, and LinkedIn URL. Manually Googling these is taking forever. I'm thinking of building a waterfall in Clay using AI enrichment, but I'd love to hear your opinion on this. If anyone has a proven recipe for this, I’d love to hear it! Thanks!

3 comments

· Sorted by Oldest

Bharat D.
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What is the source of this data?
Guntoro S.
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I scraped them using Sales Navigator, not Clay's Find People. But abbriviated names issue also exist when I used the Find People function.
Bharat D.
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Makes sense. One option is to use a Claygent get the names right. But the prompt has to be perfect. It will only work if people's full names are available somewhere online.

Bharat D.
·
·
What is the source of this data?
Guntoro S.
·
·
I scraped them using Sales Navigator, not Clay's Find People. But abbriviated names issue also exist when I used the Find People function.
Bharat D.
·
·
Makes sense. One option is to use a Claygent get the names right. But the prompt has to be perfect. It will only work if people's full names are available somewhere online.