Andrii Baranov

Andrii Baranov

Data Scientist

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LeadEnricher - Verified emails, icebreakers & fit scores on LinkedIn

LeadEnricher works right inside LinkedIn. Open any profile and get a verified email, an icebreaker based on their real experience, and a fit score against your open role. New since v1: • One-click export to HubSpot, Notion, Google Sheets or any webhook • Bulk-score saved leads against a job posting • Try 5 lookups without signing up • Available in 6 languages Free: 25 credits/mo. Pro: $9.99 for 500.

What makes a cold outreach message read as "AI-written" to you?

Genuinely asking, not rhetorically. I've read a lot of AI-generated icebreakers lately, and the tells aren't always what I expect. Sometimes it's over-complimenting ("Your impressive work at X really stood out!"), sometimes it's just too smooth/no friction, sometimes it's actually fine and I only know because I was told it's AI.

What's the actual tell for you when you read a cold message? And does it matter if the content itself is accurate and relevant, or does the "feel" ruin it regardless?

Where does your enriched-lead data actually end up living?

Curious what people's real workflow looks like after finding/enriching a lead (email, LinkedIn info, whatever). CRM directly? A spreadsheet that's "temporary" and has been there for 8 months? Notion? Somewhere else entirely?

Everyone's setup seems different and I'm trying to figure out what the common denominator actually is. What's yours?

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