Help learners choose with confidence.
Students and parents compare programs, costs and outcomes for months before they enroll. The Refinex Content Engine publishes sourced guides that answer those questions and lead to your programs.
What your buyers are asking
These are the kinds of questions prospective students, parents and employers put to search engines and AI assistants. For your business, the engine measures how often each is searched and asked of AI in your markets, and checks which sites ChatGPT, Perplexity, Gemini and Claude cite today.
- Is a coding bootcamp worth it?
- How much does an MBA cost compared with the salary increase?
- What certifications do project managers need?
- Online or in-person degree: which is better?
- How do I pay for a career change program?
What the engine would write for you
Illustrative titles. Your real topics come from research on your market, chosen where you can rank and be cited.
Bootcamp vs. degree: which is the better path into tech?
What does a part-time MBA really cost?
How to choose an online program: a checklist
What employers look for in a project management certification
How the Content Engine works for Education & training
- 1
Research first
Demand in search and AI assistants for your markets, the pages ranking today and what they miss, and the sites AI cites now. Enrollment cycles are predictable. The engine publishes ahead of application windows and when funding programs change.
- 2
Written from credible sources
Every statistic is verified with a named source, year and link before writing starts. In your industry, that means:
- Education departments and accreditation bodies
- Official labour-market and wage statistics
- Professional certification bodies
- Government student-aid programs
- 3
Guardrails that fit your industry
- No graduate-outcome claims unless you supply verified data
- Never names competing schools or providers
- Competitors and any domain you rule out are never cited, linked or named
- No invented results or figures: anything unsourced is cut
- 4
Reviewed, signed and shared
Each draft arrives with a live preview and its sources listed. It publishes only after an admissions or program lead approves it, under your byline, with an original image, structured data and an FAQ. Then the post you picked goes out on LinkedIn and Meta.
Education & training: common questions
Can it promote specific programs?
Yes. Articles link to the programs they relate to, and program details come from your own pages and what you supply.
Will it state job or salary outcomes?
Only from named official statistics, or from verified outcome data you provide. It never invents or implies results.
Does it work for corporate training providers?
Yes. Content can target employers and HR leaders, answering how to choose training, what it costs and how to measure it.
Does anything publish without our approval?
No. Every article arrives as a draft with a live preview and its sources listed. A person on your team approves it, requests changes or rejects it. If no one acts, the draft closes itself after four days instead of publishing.
How much does the Refinex Content Engine cost?
Launch is $1,200 a month for 12 articles, and Growth is $2,250 a month for a new article every day. Agencies running the engine for several sites get a custom quote.
See your first three topics
Book a demo and we will show you the research behind your first three articles: the demand, the gaps and who AI assistants cite today.