Search for the best tool here and you land on a list. That list is almost always affiliate content: whoever wrote it earns money if you buy through their link.
Nothing dishonourable about it — our own affiliate programme is published openly, and half the industry works the same way.
What commission distorts
Not the verdict. The shortlist. A product with no affiliate programme appears in no comparison, however good it is. What you are reading is a ranking of the best tools that pay.
The quieter effect: order often tracks commission rate rather than quality, which is why ten different articles show the same top three in the same sequence.
What separates a real test from a curated one
Does it name the source photographs? Fifteen from one afternoon and fifteen across three years produce different results.
Does it show a failure? Every system here breaks on the same faces: strong prescription glasses, tightly curled hair, darker skin tones, marked asymmetry. The head-to-head against HeadshotXpress publishes output rather than adjectives, and so does the Dreamwave comparison. We wrote both and compete with both — take the method, leave the conclusion.
Is it dated? These models turn over every few months. Undated, it describes a market that no longer exists.
Our review of Aragon is a direct competitor writing about a direct competitor. Read it exactly as you would read theirs about us.
The variable you control before choosing anything
Posture. What a pose actually changes is a shorter list than the guides suggest — shoulders angled, chin slightly forward and down, weight off the back foot — and it improves both a photograph and a generated set.
The case for the category, kept honest
The benefits list is ours and reads like it. The defensible version is two items: cheaper, and repeatable later without organising anything. A list of ten means eight were needed to fill the page.
If your field has a narrow band
Legal portraits are the narrowest of any profession: restraint is the signal, warmth is optional, and a very friendly photograph reads as wrong there in a way it would not elsewhere.
The test nobody is paid to influence
Run the face you are least sure about through two free tiers. Twenty minutes, and it beats any published table.
The questions that keep coming back
Collected in the FAQ, because they are real rather than manufactured.
