Data as of Sep 3, 2026 · Based on 3,231,973 AI responses across 10,525 prompts · See how Parse measures this
CIRR is the Council on Integrity in Results Reporting, a standard that provides transparent, verified education outcomes data for programs like schools and bootcamps. It offers verified data on graduation rates, career placement, and salary outcomes, with member institutions pledging 100% disclosure of all outcomes. This trusted data helps students compare programs and make informed decisions about their educational investments.
Tone of voice
61% of how AI describes Council on Integrity in Results Reporting (CIRR) reads positive.
Words AI uses
AI reaches for standardized · transparent · audited when it describes Council on Integrity in Results Reporting (CIRR).
Sources
cirr.org shapes more of what AI says about Council on Integrity in Results Reporting (CIRR) than any other source, at 44% of its citations.
computerscience.org · careerkarma.com · metana.io · forbes.com
The market map
Online Coding Bootcamps →Excerpts where Council on Integrity in Results Reporting (CIRR) appeared in the AI's answer

Council on Integrity in Results Reporting (CIRR) provides standardized information

Council on Integrity in Results Reporting (CIRR): Look for CIRR-audited reports for the most transparent and reliable student outcome data.