Data as of Aug 16, 2026 · Based on 1,540 AI responses · See how Parse measures this
Tech Bootcamps and Certification Programs
ParseChatGPT + Google AIParse
https://parse.gl
Measured across ChatGPT & Google AI| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 |  Comptia | 33% | |
| 2 |  Amazon | 30% | |
| 3 |  CourseraWidely accessed platform for structured Google and  IBM certificates. | Widely accessed platform for structured Google and IBM certificates. | 29% |
| 4 |  Alphabet | 28% | |
| 5 |  Microsoft | 27% | |
| 6 |  LinkedIn | 17% | |
| 7 |  Edx | 16% | |
| 8 | General AssemblyHighly recognized for flexible coding, data, and design bootcamps. | Highly recognized for flexible coding, data, and design bootcamps. | 15% |
| 9 |  GitHubEssential platform for hosting projects and demonstrating technical output. | Essential platform for hosting projects and demonstrating technical output. | 14% |
| 10 | IBM | 14% | |
| 11 |  (ISC)² | 13% | |
| 12 |  Hack ReactorRigorous software engineering training with strong historical startup placement. | Rigorous software engineering training with strong historical startup placement. | 13% |
| 13 |  Udemy | 11% | |
| 14 |  Founder Institute | 11% | |
| 15 |  Techstars | 10% | |
| 16 |  Cisco | 10% | |
| 17 |  Springboard | 9% | |
| 18 |  EC-Council | 9% | |
| 19 |  Startupbootcamp | 9% | |
| 20 |  Fullstack Academy | 9% | |
| 21 |  Y Combinator | 9% | |
| 22 |  Harvard University | 8% | |
| 23 |  Flatiron School | 8% | |
| 24 |  Le Wagon | 8% | |
| 25 |  Council on Integrity in Results Reporting (CIRR) | 7% |
Who wins on each AI
ChatGPT favors direct bootcamp and certification providers for technical guidance, while Google AI Overviews prioritizes broader workforce development programs and community college pathways.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 35% of analyzed answers.
rose from #12 to #1 in this ranking between Nov and Aug
went from named in 4% of answers to 28% since Nov
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| General Assembly | 16% | 29% | |
| CompTIA Security+ | 27% | 17% | |
| Coursera | 18% | 25% | |
| Hack Reactor | 21% | 11% | |
| Comptia | 17% | 23% |
The two models disagree most about Microsoft Learn (ChatGPT #8, Google #22) and General Assembly (ChatGPT #11, Google #1).
General Assembly currently occupies the top position as the most consistently cited brand across all evaluated prompts. The leaderboard remains intensely contested among major training providers and certification bodies, with several brands currently separated by less than two percentage points in mention rate.
Across 1,540 AI responses, Comptia is mentioned most, named in 33% of them, followed by Amazon (30%) and Coursera (29%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,540 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.
CourseraComptiaAI responses shifted from general advice to specific professional certificate recommendations. ChatGPT and Google AI Overviews consistently highlight
Hack ReactorGeneral AssemblyThe consensus emphasizes coding bootcamps and workforce development programs. Recent responses highlight the growing necessity of career support over pure technical instruction.
Brands mentioned
Hack ReactorGeneral AssemblyThe consensus emphasizes coding bootcamps and workforce development programs. Recent responses highlight the growing necessity of career support over pure technical instruction.
