Editorial policy
How AES Tech reviews AI tools
Our job is to help readers choose software with less wasted trial time, fewer surprise costs, and a clearer sense of where each tool actually fits.
Editorial method
How AES Tech ranks tools
AES Tech ranks tools by practical output quality, workflow fit, business value, risk, and buyer friction. Affiliate relationships never decide rankings.
Output quality
30%Does the tool produce work a buyer can actually use with limited rework?
Workflow fit
20%How easily does it fit the job, team, integrations, and daily operating rhythm?
Value
20%Does the free tier, paid plan, or custom quote make sense for the outcome?
Trust and risk
20%Do security, privacy, reliability, and vendor maturity match the use case?
Buyer friction
10%How hard is setup, migration, procurement, training, and cancellation?
What we look for
We prioritise practical usefulness over feature-count theatre. A tool can have a long feature list and still lose if it creates more review, setup, governance, or procurement work than it saves.
Reviews focus on the questions a buyer has before clicking a paid plan: what it is best for, what it is weak at, how pricing behaves, which alternatives matter, and what kind of team should skip it.
How affiliate links work
Some outbound links are sponsored affiliate links. We may earn a commission if you sign up or purchase after clicking, at no extra cost to you. Affiliate relationships do not buy rankings, awards, verdicts, or inclusion.
We mark commercial outbound links with sponsored attributes and maintain a separate affiliate disclosure so readers can understand the business model.
How pages stay useful
AI products change quickly, so each guide carries an updated date and avoids pretending that a published price or plan detail is permanent. Before buying, confirm current pricing, plan limits, data terms, and contract requirements on the vendor site.
Editorial promises
- Each review lists best-fit use cases, trade-offs, pricing posture, and alternatives.
- Buyer guides are grouped by search intent so readers can solve a purchase decision, not just browse a directory.
- Outbound commercial links are marked as sponsored and tracked for click analytics, while rankings stay editorial.