Affiliate Disclosure

1. How affiliate links work on Aiifi

Some Aiifi links are affiliate links. When a reader clicks one of those links and then completes a qualifying purchase, Aiifi receives a commission from the merchant or affiliate network.

Aiifi currently participates in affiliate programs including Coursera and Amazon Associates. When a reader clicks through an Aiifi affiliate link to Coursera and completes a qualifying enrollment or subscription, Aiifi receives a commission from Coursera or its affiliate network partner. When a reader clicks through an Amazon affiliate link and completes a qualifying purchase, Aiifi receives a commission from Amazon.

As an Amazon Associate I earn from qualifying purchases.

Affiliate commissions are one of the ways this site is funded. They support research, writing, editing, development, and maintenance.

2. Where disclosures appear

On pages with affiliate links, we aim to place a short disclosure before or near the first meaningful recommendation or affiliate CTA. We may also place shorter reminder disclosures near later calls to action when useful.

We also maintain this standalone disclosure page so readers can see the broader policy in one place.

3. How recommendations are handled

Aiifi publishes reviews, comparisons, and buying guides, so many pages are written to help readers choose between products, platforms, subscriptions, courses, or certificates. That does not mean every monetizable product receives a positive recommendation.

We may recommend against buying, recommend a cheaper option, or direct a reader to a better-fit alternative when that is the stronger decision. A recommendation is only useful if it identifies both fit and non-fit.

4. Editorial independence

FJ O’Shea is the lead reviewer and editor at Aiifi, with final editorial responsibility for the reviews and guides published under his byline. Aiifi does not sell guaranteed positive verdicts. The existence of an affiliate relationship does not guarantee favorable coverage, and we do not treat a higher commission as a reason to recommend a weaker product.

Reviews are written and verdicts reached before affiliate links are added to a page. The order of operations is editorial-first: a recommendation is determined by the page’s research and analysis, then commission-bearing links are placed where the recommendation supports them.

Where a product is a poor fit for a reader, we say so clearly. Where sponsored content or paid placements are ever introduced, they should be labeled separately from editorial reviews. Aiifi does not host third-party content, sponsored sections, or rented subfolders. All content on this site is produced by FJ O’Shea or the Aiifi Staff editorial team and falls under Aiifi’s editorial standards.

5. What readers should assume when reading Aiifi

Readers should assume that some commercial pages may contain affiliate links and that Aiifi may benefit financially if a purchase is made through those links. Readers should also assume that our goal is to make the page useful enough that the recommendation still holds up when compared with the official provider page, a competitor page, or a no-purchase alternative.

6. Related policies

For more detail on how we research, source, write, and update content, read our Editorial Policy & Review Methodology. For questions about a page or recommendation, use the contact page.