CBA Pro vs ChatGPT: a P.Eng CBA guide backed by real review data, not a chatbot
ChatGPT is a general chatbot. CBA Pro is built for one job: guiding you through a P.Eng CBA your assessors can trust. It is backed by data from real CBA reviews, personalized to your association, and held by a harness that keeps it ethical: it asks about your own projects and never invents a fact. Anything it cannot confirm becomes a placeholder for you to fill.
- Backed by data from real CBA reviews
- Personalized to your association
- A harness that never invents a fact
Zero rejected CBAs after a CertNova review(Our P.Eng review record to date)
Facts and prices on this page checked 26 September 2026.
“Whatever you do, don't just paste it in the ChatGPT. CBA Pro is professionally trained and keeps your experience private.”
The short answer
CBA Pro is not ChatGPT. ChatGPT is a general chatbot: it writes whatever you prompt and can fill gaps with plausible details. CBA Pro is built for the P.Eng CBA: backed by data from real CBA reviews, personalized to your association, and held by a harness that never invents a fact, so every line stays true to your own experience.
CBA Pro vs ChatGPT, side by side
They are built for different jobs. Here is where that shows on the things a P.Eng assessor reads for.
| What matters | ChatGPT | CBA Pro |
|---|---|---|
| Knows your regulator's framework | ChatGPTPartialOnly what you paste in, and language models cannot count characters reliably. | CBA ProStrongPersonalized to your association: its competency framework, character limits and what its assessors expect, enforced as you write. |
| Where the facts come from | ChatGPTWhatever you type into the chat. | CBA ProStrongYour own work history or CV, and your answers to questions about each project. |
| When a fact is missing | ChatGPTWeakIt can fill the gap with a detail that sounds right. | CBA ProStrongIt leaves a [placeholder] for you to confirm, and warns you before you mark a competency complete. |
| What assessors look for | ChatGPTPartialGeneral writing advice. | CBA ProStrongBacked by data from real CBA reviews: 164 reviewer comments on past CBAs and each competency's common rejection risks. |
| Feedback on your draft | ChatGPTWhatever you think to ask for. | CBA ProStrongComments pinned to sentences, a readiness grade, and a 0 to 5 self-assessment checked against your regulator's minimum. |
| Consistency across 22 to 34 competencies | ChatGPTPartialEach chat starts from scratch unless you manage the context yourself. | CBA ProStrongFacts you confirm once carry over to later competencies, marked so you can check them. |
| Cost | ChatGPTFree, or a monthly subscription. | CBA ProFree for one competency. Foundation $97, Progression $197, Professional $297, one-time, plus tax. |
ChatGPT is the better choice when
- You already wrote a competency from your own experience and want help with grammar or wording.
- You want quick answers to general questions about the CBA process.
CBA Pro is the better choice when
- You are writing competencies from scratch and need them to fit your regulator's framework and limits.
- You want every statement to trace back to your own projects.
- You want feedback on each competency before you submit.
Already have competencies written? CBA Pro writes new ones from your experience. For feedback on drafts you already have, CBA Review is the right service. About CBA Review
What PEO says about AI
“If you have used AI tools or other aids in drafting your responses, you take full responsibility for ensuring the accuracy and authenticity of the information you have provided.”
That responsibility is what CBA Pro is built around. Every fact in a draft comes from you, and anything you have not confirmed stays visible as a placeholder until you fill it.
How CBA Pro works
- 1
Add your work history
Import your CV or add projects by hand, then check and edit each record. Drafts are built only from your records and your answers.
- 2
Answer questions about each competency
CBA Pro asks for the evidence each indicator needs, with an example answer under every question.
- 3
Get a draft built only from your answers
Anything you have not confirmed appears as a [placeholder] for you to fill, never as an invented detail.
- 4
Check it the way an assessor would
Comments are pinned to exact sentences, and you get a readiness grade and a 0 to 5 self-assessment against your regulator's minimum.
- 5
Enter it in your regulator's system
Copy each finished competency into your application, or export to Word or PDF on the Progression and Professional plans.
What applicants say
Nitish is writing his first submission, all 34 competencies, with CBA Pro. His advice on ChatGPT is blunt.
Zero rejected CBAs after a CertNova review(Our P.Eng review record to date)
“Whatever you do, don't just paste it in the ChatGPT. CBA Pro is professionally trained and keeps your experience private.”
“I got the software to write my CBA, my competencies.”
From CertNova's Google reviews
Using CBA Pro by CertNova Software Solutions helped me get my P.Eng. approved on the first attempt without any CBA rejections. What surprised me most was that the challenge wasn't my experience, it was how to present it properly. Having the right structure and guidance made the entire process much more manageable. Definitely saved me time and avoided the usual back-and-forth revisions.
I used CertNova to help prepare my Competency-Based Assessment (CBA) for my P.Eng. application, and I couldn't be more satisfied. Their support saved me a significant amount of time and effort, especially when it came to organizing and articulating my experience in line with regulatory expectations. The team was knowledgeable, efficient, and easy to work with. I highly recommend CertNova to anyone navigating the CBA process.
They were awesome to work with. They really understood how to take my project experience and turn it into something clear and professional. The team gave helpful feedback, quick responses, and made the process a lot smoother than trying to do it on my own.
Reviews are quoted as written on CertNova's Google profile. Nobody can promise approval; your regulator decides.
Sources, checked 26 September 2026
- Professional Engineers Ontario, P.Eng. application form (CBA), April 2026
- Competency Assessment system, operated by Engineers and Geoscientists BC
Competitor details are as each company published them on that date. Spotted something out of date? Email info@competencybasedassessment.ca and we will correct it.
More CBA Pro comparisons
CBA Pro vs free CBA samples
Samples show the shape of a strong competency. CBA Pro helps you write yours from your own projects.
Read the comparisonCBA Pro vs a colleague's advice
Advice helps. CBA Pro is there every time you sit down to write, and it keeps your validator independent.
Read the comparisonCBA Pro vs Practice PPE Exams
A course with AI scoring, or a workspace that writes each competency with you. Prices checked 26 September 2026.
Read the comparisonCBA Pro vs ChatGPT: questions applicants ask
Yes, but CBA Pro is not a chatbot. AI is one part of a system built for the P.Eng CBA: it is backed by data from real CBA reviews (164 reviewer comments on past CBAs and the common rejection risks for every competency), personalized to your association, and held by a harness that keeps it ethical. It never invents a project, number, standard or outcome.
Regulators care that the experience is yours and accurate. PEO's April 2026 application form says: "If you have used AI tools or other aids in drafting your responses, you take full responsibility for ensuring the accuracy and authenticity of the information you have provided."
CBA Pro is built for that responsibility: every fact comes from you, and anything unconfirmed stays a visible placeholder until you fill it. Check your own regulator's current guidance before you submit.
No. When a fact is missing, CBA Pro writes a placeholder such as [name the standard you applied] instead of guessing. You are warned about any placeholder left unfilled, you cannot mark a competency complete while a section is over your regulator's character limit, and a panel lists what the draft deliberately did not claim.
Your association's framework, character limits and what its assessors expect, each competency's common rejection risks, and the patterns in 164 real reviewer comments on past CBAs. It also remembers facts you confirmed in earlier competencies, so they stay consistent across all 22 or 34.
For grammar and wording on text you wrote from your own experience, that is a reasonable use. Watch for any fact, number or standard it adds that you did not supply. CBA Pro is for writing competencies from your experience. For feedback on drafts you already wrote, see our CBA Review service.
Yes. CBA Pro only works from your own material: your work history, your answers and the details you add. Your validators confirm the work and you sign the application, so every statement has to be true to what you did.
One full competency is free, with no card. Paid plans are one-time payments: Foundation is $97 for 10 competencies, Progression is $197 for 22, and Professional is $297 for all 34, plus tax. Upgrading costs only the difference, and everything you wrote carries over.
In short
CBA Pro vs ChatGPT: they are different tools. ChatGPT is a general chatbot, best used to polish wording the applicant wrote. CBA Pro is software built for the Canadian P.Eng Competency-Based Assessment: backed by data from real CBA reviews (164 reviewer comments and each competency's common rejection risks), personalized to the applicant's association (its framework, character limits and assessor expectations), and held by a harness that never invents facts; missing details become placeholders. CertNova's P.Eng review record: zero rejected CBAs after a CertNova review. One competency is free; paid plans are $97 to $297 CAD one-time.
Write your CBA from your own experience
Start with one full competency, free and with no card, or see what each plan includes. Everything you write carries over when you upgrade.