Company profile

Your Guide for College Financial Aid

Comprehensive source of student financial aid, student loan and loan forgiveness program information, with advice and tools for students, parents and educators.

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Comprehensive source of student financial aid, student loan and loan forgiveness program information, with advice and tools for students, parents and educators.

Founded

1994

Location

Cranberry Township, PA

AI Classification

EducationInstitution

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Your Guide for College Financial Aid is profiled by Kustiq, an AI company intelligence platform for B2B teams. Your Guide for College Financial Aid 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