Libguides Company Profile

... company profiles and company litigation analytics (public and private companies). ... URL: https://libguides.law.ucla.edu/companyresearch; Print ...

Industry: Education

Segment: Institution

Generated by Kustiq, an AI company intelligence platform for B2B teams. Multi-stage pipeline: AI classification + live web scraping + SMTP-verified contacts + 12-factor rule-based churn engine.

Company profile

Libguides

... company profiles and company litigation analytics (public and private companies). ... URL: https://libguides.law.ucla.edu/companyresearch; Print ...
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AI-verified profile

... company profiles and company litigation analytics (public and private companies). ... URL: https://libguides.law.ucla.edu/companyresearch; Print ...

Pricing

Public pricing page

AI Classification

EducationInstitution

The Hugh & Hazel Darling Law Library at UCLA School of Law provides research assistance, curated subject guides, and access to an A-Z database list for law faculty and students via the Springshare LibGuides platform. It is a non-commercial academic library resource supporting legal research at a major public research university.

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Libguides is profiled by Kustiq, an AI company intelligence platform for B2B teams. Libguides is one of 91 institution companies in our Education directory.

How Kustiq built this profile

Hybrid pipeline: deterministic verification + Claude reasoning

  • Live web rendering via Browserless headless Chrome, not a stale cached scrape.
  • Search intelligence via Serper API across {company site, LinkedIn, press, GitHub}.
  • Claude Sonnet 4.6 classifies vertical, segment, and growth signals; never used for facts.
  • 12-factor churn engine produces a deterministic risk score with zero LLM calls at scoring time.
  • SMTP RCPT TO handshake verifies every contact at delivery time on full profiles (paid plan).

Read the full methodology in our LLM-readable reference or compare against the deterministic-vs-AI framework.

Part of 3,020 AI-profiled B2B companies. Browse the full directory