LinkedIn prospect data enrichment — build a filterable re-targeting database
Once you’ve messaged a list of ICPs, you need data to filter and prioritize follow-ups. This recipe takes every profile from your outreach log and enriches it in parallel: company size and stage from LinkedIn and Crunchbase, tech stack from BuiltWith and job postings, verified work email from Apollo or Hunter, funding history, and recent LinkedIn activity. The result is a database you can slice — “show me seed-stage SaaS founders who haven’t replied” — and re-target with a different angle. Runs overnight, updates as replies come in, and writes back to the same CRM record the outreach step created.
What you get
- Enriches company size, tech stack, and funding stage per prospect in parallel
- Finds verified work email and phone with 70–90% match rate across sources
- Flags high-intent signals: new job posts, recent funding rounds, active LinkedIn posting
- Writes back to the same CRM record the outreach step created — zero duplicate contacts
Plays nicely with
How it works on Open Hive
- 01
Pull from your outreach log
The agent reads every profile your campaign contacted and runs enrichment in parallel — no manual export needed.
- 02
Try enrichment sources in priority order
Apollo first, then Hunter, then Clearbit. Stops on a confident email match. Tech stack comes from BuiltWith and job descriptions.
- 03
Write back to your database
Results update the same record holding your outreach history — message sent date, reply status, and enrichment data in one row.
Frequently asked questions
What’s the email match rate?
Typically 70–90% on B2B profiles. The agent tries Apollo, Hunter, and Clearbit in sequence and takes the highest-confidence match. Coverage depends on company size and how much the person’s role is publicly indexed.
How do I use enrichment data for re-targeting?
Filter non-responders by company stage, tech stack, or a funding signal. Re-message with a different angle — a competitor mention, a recent post they made, or a congrats on their funding round.
Does it update existing CRM records or create new ones?
Updates existing records from the outreach step. Email, company data, and enrichment fields append to the same contact — no deduplication pass needed.