How we select tools and review information

Sources and review dates

We use official product websites, help centres, pricing pages and provider documentation. Each tool detail page links to the sources used and records its review date.

Reviewing documentation is not a hands-on test of every feature. Written examples are not presented as actual test results, and we do not invent first-hand experiences. When Arabic support is not sufficiently documented, we say so rather than assuming it.

Pricing classifications

A classification does not guarantee that a plan or its features will remain available. Check the official pricing link before subscribing. We avoid presenting fixed prices as guaranteed offers.

• Free: usage is available without a subscription under the provider's terms; limits or hardware requirements may apply.
• Free + paid: an ongoing free option exists with limits, alongside paid plans or features.
• Paid: usage requires payment, although introductory credits or temporary trials may be offered. A trial alone does not count as an ongoing free plan.

Beginner ratings, examples and articles

Beginner suitability is an editorial assessment based on task clarity and ease of getting started. Example prompts are starting points you can adapt, not promises of particular results.

We use AI to help prepare and organise content, and review wording, sources and claims alongside practical examples and limitations. The current original articles are in Arabic. Switching the interface language does not automatically translate an article.

Independence and corrections

Tool names and logos belong to their respective owners and identify the products listed. If advertising or commission-based links are added, they will be clearly identified rather than hidden in an apparently independent assessment.

For a correction, send the page, the information in question and an official source. We check the source and update the content and review date when the data changes.