How we make money

Current alpha

No provider-paid program is live

The public research is free to read. The current workflow has no provider referral, paid-placement, advertising, or affiliate program, and business outcomes remain unclaimed until observed.

You can ask Learnerside for help through the requirements-first finder. Your request is stored privately for Learnerside review, not sent to a training provider. If an introduction could help, we name the intended recipient first and share nothing unless you explicitly approve it.

We are writing this before the money arrives rather than after, while the wording still costs us something to commit to.

The plan, stated plainly

What we intend to charge for — and who pays

Not you. The reference pages stay free. The intended business is introductions: when someone has decided they want training and asks for help finding it, we point them at instruction that fits, and the provider may pay a fee for that introduction.

There are two versions of that, and they are different businesses:

• Individuals. Someone who has identified a need for structured instruction — a course, a bootcamp, a practice-exam bundle — can ask us to point them at options that fit their target credential, budget and timeline.
• Employers. A manager certifying a team, spending a training budget or unused vendor learning credits, can ask us to source instructor-led training and produce a comparison they can take to finance.

In both cases the introduction is optional, it comes after the advice rather than inside it, and nothing about you is shared until you specifically say yes.

The commitment

What will not change when the money starts

1. Money can buy an introduction. It can never buy a verdict.

   No provider can pay to change certification advice, free-study guidance, a provider fact, a price, a comparison, or an ordering. Those come from published sources, not commercial terms. A provider introduction is a separate, optional step that happens only after you ask for help and approve the named provider.

2. The free path stays visible next to the paid one.

   Where a free or official route exists, it stays visible next to any paid option. Use free or internal learning when it meets your goal. Paid instruction may be worth it when it closes a specific gap in practice, feedback, accessibility, time or coordinated delivery. Provider payment cannot change that advice.

3. We will not fake a number for anyone.

   No pass rates — we have not found a major vendor that publishes one, so neither do we. Pay and outlook stay occupation-level BLS and O*NET context, never a promise about you. Exam facts come from the vendor’s page with the date we read it. That does not change for a paying partner.

4. No training provider hears about you unless you ask, and then only the ones you agree to.

   We do not sell personal information. A training-help request is stored privately for Learnerside review; it is not sent to a provider. Nothing goes to a training provider unless we name the intended recipient and you then explicitly approve that introduction. Hosting, security, and infrastructure services still process limited data as described in Privacy.

5. This page changes before the site does.

   When money starts, the date and the terms appear here first — not quietly, not afterwards, and not only in a policy nobody reads.

Why say it now

The obvious objection

“Of course a site that wants referral fees says its advice is independent.” Fair. So here is the part you can actually check: the figures on this site carry the source they came from and the date it was read, and those sources are the vendors’ own pages and federal data. If you find a figure that does not carry one, that is a defect and we would want to hear about it. If a verdict here ever drifted toward whoever pays, the citation next to it would stop matching — and you would be able to see that without taking our word for anything.

The other check is simpler. Watch whether the advice explains how a learning option fits your goal, keeps free alternatives visible and identifies what remains uncertain before you buy.

Common questions

Questions about how we make money

Does Learnerside make money?

No provider-paid referral, advertising, affiliate, or paid-placement program is live in the current public workflow. The research remains free to read. The intended model is an optional provider-paid introduction that a visitor requested and separately approved; any live commercial terms will be disclosed here before they affect the workflow.

How does Learnerside intend to make money?

By helping people and teams find training, and being paid for that introduction — not for the advice. Two cases. An individual who has decided they want structured help rather than self-study can ask us to point them at instruction that fits, and the provider may pay a fee for that introduction. An employer certifying a team can ask us to source instructor-led training, on the same basis. Whether a fee is charged for the introduction itself or only when it leads to a purchase is not settled — there is no provider agreement yet, and when there is one the terms will be described here before they take effect. In both cases the introduction is optional, it happens after the advice, and nothing is shared without a specific yes.

Does that mean your recommendations are for sale?

No, and this is the line the whole site rests on. Provider payment is not an input to any certification fact, verdict, comparison, difficulty judgement, or free-resource recommendation. Those are built from official vendor pages and federal data, and no provider has any input into them — nothing about a commercial relationship is an input to how a page is built or ordered. A provider can pay to be introduced to someone who asked for an introduction. A provider cannot pay to change what we told that person.

Will you hide the free option to sell me training?

No. Where a free or official path exists it stays visible next to any paid one. Choose learning for your goal: free or internal learning may meet it, while paid instruction may help with a specific gap in practice, feedback, accessibility, time or coordinated delivery. An exam voucher is a separate purchase, not proof that you need paid instruction.

Is any of this live yet?

The protected on-site training-help path is open. It creates a private requirements brief for Learnerside review; it does not distribute your information to providers. Provider distribution, payments, and referral relationships are not live. If an introduction could help, Learnerside will name the provider first and nothing is shared unless you explicitly approve it.