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Comparison

Private Company Data and Research | CB Insights vs LinkedIn

Private Company Data and Research | CB Insights and LinkedIn both land on Depends.

Private Company Data and Research | CB Insights versus LinkedIn
ComparePrivate Company Data and Research | CB InsightsLinkedIn
VerdictDependsDepends
Best forCorporate VC and M&A teamsJob seekers
Who it's not forSmall teams needing a simple contact list . massive overkillBudget buyers . Premium value is widely panned
PrivacySOC 2 and GDPR certified; states no training on customer data.¹Mature security program (disclosure, trust center, encryption) but recurring breach and leak headlines from 2012 to 2026.10
Support qualityNo support evidenceNo usable support evidence in sources
Public sentimentNo independent user reviews found in the sources reviewed.Sentiment is love-hate: users credit LinkedIn for landing jobs but pan Premium pricing and the feed.⁴
Biggest gotchaNo published pricing; expect enterprise sales negotiation and demo gating¹Premium renews around $30/month; many reviewers say the value doesn't hold up.³

Pick Private Company Data and Research | CB Insights when

  • Corporate VC and M&A teams
  • VC diligence on private startups
  • Market mapping and target-list building
  • Sales teams selling into startups

When Private Company Data and Research | CB Insights is not a fit

  • Small teams needing a simple contact list . massive overkill
  • Anyone wanting transparent, self-serve pricing
  • Solo investors doing occasional founder checks
  • Teams without analysts to exploit deep data

Pick LinkedIn when

  • Job seekers
  • Recruiters and B2B sales teams
  • Personal branding and networking
  • B2B marketers

When LinkedIn is not a fit

  • Budget buyers . Premium value is widely panned
  • Privacy-sensitive users given repeated leak headlines
  • Anyone who wants networking without an engagement feed
  • Teams treating it as a CRM . use a real CRM or spreadsheet

Sources

  1. Product security pagecbinsights.com
    security
  2. LinkedIn Products | Read 6716 Reviews on G2g2.com
    review
  3. Is LinkedIn Premium Worth $30/Month? What G2 users Thinklearn.g2.com
    review
  4. The cost of LinkedIn Premium is ridiculous (r/recruitinghell)reddit.com
    review
  5. What is LinkedIn actually for at this point? (r/NoStupidQuestions)reddit.com
    review
  6. LinkedIn Faces Growing Complaints From Recruiters Over Rising Prices . The Informationtheinformation.com
    news
  7. LinkedIn sells 10 paid products (Expandi)expandi.io
    review
  8. Career Plans and Pricing | LinkedIn Premiumpremium.linkedin.com
    official
  9. LinkedIn Securitysecurity.linkedin.com
    official
  10. Have I Been Pwned: LinkedIn Data Breachhaveibeenpwned.com
    security
  11. LinkedIn Account Attack Alert Issued For 1.2 Billion Users . Forbesforbes.com
    security
  12. 2012 LinkedIn hack . Wikipediaen.wikipedia.org
    security