Data as of Aug 25, 2026 · Based on 632 AI responses · See how Parse measures this
University-Affiliated Coding Bootcamps
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Fullstack Academy now leads AI recommendations for university-affiliated bootcamps, which have become increasingly framed around a few key third-party providers like and validation bodies like CIRR.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Powers bootcamps for numerous university partners like UMich, LSU, and SJSU. | 48% | |
| 2 | Frequently named as the third-party provider behind many university-branded programs. | 29% | |
| 3 | Emerged as a major operator of university partnerships, often alongside Trilogy. | 29% | |
| 4 | 25% | ||
| 5 | 19% | ||
| 6 | 15% | ||
| 7 | Cited as the partner provider for Johns Hopkins and ASU bootcamps. | 15% | |
| 8 | 15% | ||
| 9 | 13% | ||
| 10 | 13% | ||
| 11 | 12% | ||
| 12 | 10% | ||
| 13 | 10% | ||
| 14 | 9% | ||
| 15 | 9% | ||
| 16 | 9% | ||
| 17 | 8% | ||
| 18 | Consistently cited as the primary standard for third-party outcome verification. | 8% | |
| 19 | 8% | ||
| 20 | Gained prominence as a key example of CIRR-audited outcome reporting. | 7% | |
| 21 | 7% | ||
| 22 | 6% | ||
| 23 | 6% | ||
| 24 | 6% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
computerscience.org is the page AI reaches for most here, cited in 68% of analyzed answers.
“A well-known provider for university partnerships.” → “A third-party vendor whose role may be recognized by employers, potentially discounting the credential.”
Emerged in late 2025 as a major platform for university bootcamps, growing from 4% to 37% mention rate by March.
Became a top example for CIRR-verified outcomes, rising from 19% mention rate in November to 40% in March.
Mention rate declined from 31% to 26% between November and March, though it remains a key accredited example.
Fell from rank #3 to #10 between November and March, despite being consistently cited as ACCET-accredited.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 46% | 43% | ||
| 15% | 46% | ||
| 25% | 28% | ||
| 21% | 13% | ||
| 4% | 28% |
The two models disagree most about 2U (ChatGPT #24, Google #3) and HyperionDev (ChatGPT #6, Google #18).
Fullstack Academy now leads AI recommendations for university-affiliated bootcamps, which have become increasingly framed around a few key third-party providers like Edx and validation bodies like CIRR.
Across 632 AI responses, Fullstack Academy is mentioned most, named in 48% of them, followed by Trilogy Education (29%) and Edx (29%).
Parse measures each brand's mention rate — the share of answers naming it — across 632 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Fullstack Academy has dominated responses to this prompt throughout the window, consistently cited as powering bootcamps for numerous universities. Starting in late 2025, mentions of large-scale providers like
Edx and
Trilogy Education became more frequent, framing the landscape as a partnership between universities and a few key third-party operators.
Brands mentioned
I'm looking for a tech bootcamp that partners with universities to give its credentials more weight.
Fullstack Academy has dominated responses to this prompt throughout the window, consistently cited as powering bootcamps for numerous universities. Starting in late 2025, mentions of large-scale providers like
Edx and
Trilogy Education became more frequent, framing the landscape as a partnership between universities and a few key third-party operators.
Answers consistently pivot from formal accreditation (which is rare) to third-party verification, with CIRR being the central recommendation. While Turing School of Software & Design and
are the go-to examples for accreditation, mentions of CIRR-audited bootcamps like increased significantly after January 2026.
Brands mentioned
Answers consistently pivot from formal accreditation (which is rare) to third-party verification, with CIRR being the central recommendation. While Turing School of Software & Design and
NYC Data Science Academy are the go-to examples for accreditation, mentions of CIRR-audited bootcamps like
Codesmith increased significantly after January 2026.