Data as of Aug 25, 2026 · Based on 1,955 AI responses · See how Parse measures this
Professional Licensing Exam Prep Courses
Parse
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PPI2Pass leads, named in 49% of answers, ahead of at 37% and at 34%.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | The most-cited brand, often called the 'gold standard' for comprehensive exam prep. | 49% | |
| 2 | A leading alternative to PPI, noted for its structured, course-like learning formats. | 37% | |
| 3 | 34% | ||
| 4 | A key resource for seismic design prep, particularly its ASCE 7 standard. | 18% | |
| 5 | Frequently cited as the best value option for self-paced Civil PE | 18% | |
| 6 | A fast-rising provider praised for in-depth content in specialized PE exam sections. | 16% | |
| 7 | Highly recommended for the rigorous SE exam, praised for its comprehensive problems. | 13% | |
| 8 | Industry-respected name for electrician training, known for its NEC instructional materials. | 12% | |
| 9 | A top provider for electrician exams, offering state-specific practice and timed simulations. | 11% | |
| 10 | 10% | ||
| 11 | Emerged after November 2025 as a top recommendation for civil service practice exams. | 9% | |
| 12 | 9% | ||
| 13 | 9% | ||
| 14 | 9% | ||
| 15 | 9% | ||
| 16 | 8% | ||
| 17 | 8% | ||
| 18 | 8% | ||
| 19 | 8% | ||
| 20 | 7% | ||
| 21 | 7% | ||
| 22 | 5% | ||
| 23 | 5% | ||
| 24 | 5% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 55% of analyzed answers.
Slipped from rank #5 in Nov 2025 to #7 by Mar 2026.
Rose from rank #11 in Nov 2025 to #5 by Mar 2026.
“Framed as an 'other option' or specialized choice in late 2025.” → “Identified as the 'Best Overall for Depth' in early 2026 responses.”
Appeared in December 2025 and quickly became a top-cited provider for this prompt.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 48% | 54% | ||
| 48% | 27% | ||
| 41% | 35% | ||
| 14% | 15% | ||
| 12% | 17% |
The two models disagree most about JobTestPrep (ChatGPT #23, Google #10) and Advanced Engineering Institute (AEI) (ChatGPT #17, Google #9).
Across 1,955 AI responses, PPI2Pass is mentioned most, named in 49% of them, followed by School of PE (37%) and National Council of Examiners for Engineering and Surveying (34%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,955 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.
PPI2Pass remains the top-recommended provider for professional engineering exam prep, frequently cited as the industry standard. However, since late 2025, Engineering Education & Training (
EET) has emerged as a key competitor, often named the best choice for specialized depth sections of the Civil PE exam.
AI responses consistently name PPI2Pass,
School of PE, and Advanced Engineering Institute (AEI) as the top review courses for the rigorous SE exam. AEI is frequently highlighted for its thorough, exam-like practice problems, especially for the lateral forces portion. Recommendations have remained stable between November and March.
Brands mentioned
I'm a structural engineer preparing for the SE exam. What's the best review course?
AI responses consistently name PPI2Pass,
School of PE, and Advanced Engineering Institute (AEI) as the top review courses for the rigorous SE exam. AEI is frequently highlighted for its thorough, exam-like practice problems, especially for the lateral forces portion. Recommendations have remained stable between November and March.
PPI2Pass and are consistently ranked as the top comprehensive courses. Since January 2026, responses have increasingly recommended Engineering Education & Training () as the best option specifically for depth sections. remains a frequently mentioned 'best value' alternative.
Brands mentioned
I'm a civil engineer, and I need to pass the PE exam. What's the best review course?
PPI2Pass and
School of PE are consistently ranked as the top comprehensive courses. Since January 2026, responses have increasingly recommended Engineering Education & Training (
EET) as the best option specifically for depth sections.
Civil Engineering Academy remains a frequently mentioned 'best value' alternative.